From 73a8e60f79dbea28da9e01f28ed5912920838755 Mon Sep 17 00:00:00 2001 From: Jiri Spilka Date: Thu, 23 Jan 2025 13:51:55 +0100 Subject: [PATCH 01/17] fix: Update README.md with information about clientSse.ts --- README.md | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 99a2139..de608f5 100644 --- a/README.md +++ b/README.md @@ -273,6 +273,7 @@ ANTHROPIC_API_KEY=your-anthropic-api-token ``` In the `examples` directory, you can find two clients that interact with the server via standard input/output (stdio): + 1. [`clientStdio.ts`](https://github.com/apify/actor-mcp-server/tree/main/src/examples/clientStdio.ts) This client script starts the MCP server with two specified Actors. It then calls the `apify/rag-web-browser` tool with a query and prints the result. @@ -305,12 +306,12 @@ ANTHROPIC_API_KEY=your-anthropic-api-key ``` ## Local client (SSE) -To test the server with the SSE transport, you can use python script `examples/client_sse.py`: +To test the server with the SSE transport, you can use python script `examples/clientSse.ts`: Currently, the node.js client does not support to establish a connection to remote server witch custom headers. You need to change URL to your local server URL in the script. ```bash -python src/examples/client_sse.py +node dist/examples/clientSse.js ``` ## Debugging From 954fca7784524298e1f34505ff9304236384040f Mon Sep 17 00:00:00 2001 From: Jiri Spilka Date: Thu, 23 Jan 2025 22:29:42 +0100 Subject: [PATCH 02/17] Working client with issues --- src/frontend/mcpClient.ts | 162 +++++++++++++++++++++++++++++++++ src/frontend/public/client.js | 67 ++++++++++++++ src/frontend/public/index.html | 137 ++++++++++++++++++++++++++++ src/frontend/server.ts | 62 +++++++++++++ src/frontend/style.css | 72 +++++++++++++++ 5 files changed, 500 insertions(+) create mode 100644 src/frontend/mcpClient.ts create mode 100644 src/frontend/public/client.js create mode 100644 src/frontend/public/index.html create mode 100644 src/frontend/server.ts create mode 100644 src/frontend/style.css diff --git a/src/frontend/mcpClient.ts b/src/frontend/mcpClient.ts new file mode 100644 index 0000000..5b039c3 --- /dev/null +++ b/src/frontend/mcpClient.ts @@ -0,0 +1,162 @@ +/* eslint-disable no-console */ +/** + * Create an MCP client that connects to the server using SSE transport. + * + */ + +import path from 'path'; +import { fileURLToPath } from 'url'; + +import { Anthropic } from '@anthropic-ai/sdk'; +import type { Message, ToolUseBlock, MessageParam } from '@anthropic-ai/sdk/resources/messages'; +import { Client } from '@modelcontextprotocol/sdk/client/index.js'; +import { SSEClientTransport } from '@modelcontextprotocol/sdk/client/sse.js'; +import { CallToolResultSchema } from '@modelcontextprotocol/sdk/types.js'; +import dotenv from 'dotenv'; +import { EventSource } from 'eventsource'; + +const filename = fileURLToPath(import.meta.url); +const dirname = path.dirname(filename); + +dotenv.config({ path: path.resolve(dirname, '../../.env') }); + +const REQUEST_TIMEOUT = 120_000; // 2 minutes +const MAX_TOKENS = 2048; // Maximum tokens for Claude response + +// const CLAUDE_MODEL = 'claude-3-5-sonnet-20241022'; // the most intelligent model +// const CLAUDE_MODEL = 'claude-3-5-haiku-20241022'; // a fastest model +const CLAUDE_MODEL = 'claude-3-haiku-20240307'; // a fastest and most compact model for near-instant responsiveness + +const SERVER_URL = 'http://localhost:3001/sse'; + +if (typeof globalThis.EventSource === 'undefined') { + globalThis.EventSource = EventSource as unknown as typeof globalThis.EventSource; +} + +export type Tool = { + name: string; + description: string | undefined; + input_schema: unknown; +} + +export class MCPClient { + private anthropic: Anthropic; + private client = new Client( + { name: 'example-client', version: '0.1.0' }, + { capabilities: {} }, + ); + + private tools: Tool[] = []; + + constructor() { + this.anthropic = new Anthropic({ apiKey: process.env.ANTHROPIC_API_KEY }); + } + + /** + * Start the server using node and provided server script path. + * Connect to the server using stdio transport and list available tools. + */ + async connectToServer() { + const transport = new SSEClientTransport( + new URL(SERVER_URL), + { + requestInit: { + headers: { + authorization: `Bearer ${process.env.APIFY_TOKEN}`, + }, + }, + eventSourceInit: { + // The EventSource package augments EventSourceInit with a "fetch" parameter. + // You can use this to set additional headers on the outgoing request. + // Based on this example: https://github.com/modelcontextprotocol/typescript-sdk/issues/118 + async fetch(input: Request | URL | string, init?: RequestInit) { + const headers = new Headers(init?.headers || {}); + headers.set('authorization', `Bearer ${process.env.APIFY_TOKEN}`); + return fetch(input, { ...init, headers }); + }, + // We have to cast to "any" to use it, since it's non-standard + } as any, // eslint-disable-line @typescript-eslint/no-explicit-any + }, + ); + await this.client.connect(transport); + + const response = await this.client.listTools(); + + this.tools = response.tools.map((x) => ({ + name: x.name, + description: x.description, + input_schema: x.inputSchema, + })); + console.log('Connected to server with tools:', this.tools.map((x) => x.name)); + } + + /** + * Process LLM response and check whether it contains any tool calls. + * If a tool call is found, call the tool and return the response and save the results to messages with type: user. + * If the tools response is too large, truncate it to the limit. + */ + async processMsg(response: Message, messages: MessageParam[]): Promise { + for (const content of response.content) { + if (content.type === 'text') { + messages.push({ role: 'assistant', content: content.text }); + } else if (content.type === 'tool_use') { + await this.handleToolCall(content, messages); + } + } + return messages; + } + + /** + * Call the tool and return the response. + */ + private async handleToolCall(content: ToolUseBlock, messages: MessageParam[], toolCallCount = 0): Promise { + // eslint-disable-next-line @typescript-eslint/no-explicit-any + const params = { name: content.name, arguments: content.input as any }; + console.log(`[internal] Calling tool (count: ${toolCallCount}): ${JSON.stringify(params)}`); + let results; + try { + results = await this.client.callTool(params, CallToolResultSchema, { timeout: REQUEST_TIMEOUT }); + if (results.content instanceof Array && results.content.length !== 0) { + const text = results.content.map((x) => x.text); + messages.push({ role: 'user', content: `Tool result: ${text.join('\n\n')}` }); + } else { + messages.push({ role: 'user', content: `No results retrieved from ${params.name}` }); + } + } catch (error) { + messages.push({ role: 'user', content: `Error calling tool: ${params.name}, error: ${error}` }); + } + // Get next response from Claude + const nextResponse: Message = await this.anthropic.messages.create({ + model: CLAUDE_MODEL, + max_tokens: MAX_TOKENS, + messages, + tools: this.tools as any[], // eslint-disable-line @typescript-eslint/no-explicit-any + }); + + for (const c of nextResponse.content) { + if (c.type === 'text') { + messages.push({ role: 'assistant', content: c.text }); + } else if (c.type === 'tool_use' && toolCallCount < 3) { + return await this.handleToolCall(c, messages, toolCallCount + 1); + } + } + + return messages; + } + + /** + * Process user query by sending it to the server and returning the response. + * Also, process any tool calls. + */ + async processQuery(query: string, messages: MessageParam[]): Promise { + messages.push({ role: 'user', content: query }); + const response: Message = await this.anthropic.messages.create({ + model: CLAUDE_MODEL, + max_tokens: MAX_TOKENS, + messages, + tools: this.tools as any[], // eslint-disable-line @typescript-eslint/no-explicit-any + }); + console.log('[internal] Received response from Claude:', JSON.stringify(response.content)); + return await this.processMsg(response, messages); + } +} diff --git a/src/frontend/public/client.js b/src/frontend/public/client.js new file mode 100644 index 0000000..d3434a6 --- /dev/null +++ b/src/frontend/public/client.js @@ -0,0 +1,67 @@ +const chatLog = document.getElementById('chatLog'); +const queryInput = document.getElementById('queryInput'); +const sendBtn = document.getElementById('sendBtn'); + +// Keep track of all messages (system, user, assistant). +const messages = []; + +// Helper function to append a message to the chat log +function appendMessage(role, content) { + const row = document.createElement('div'); + row.className = 'message-row'; + let roleClass; + if (role === 'assistant') { + roleClass = 'assistant'; + } else if (role === 'user') { + roleClass = 'user'; + } else { + roleClass = 'internal'; + } + row.innerHTML = `${role}: ${content}`; + chatLog.appendChild(row); + chatLog.scrollTop = chatLog.scrollHeight; +} + +// Handle sending the user’s query to the server +async function sendQuery(query) { + // 1. Add to our in-memory "messages" + messages.push({ role: 'user', content: query }); + appendMessage('user', query); + console.log('Messages:', messages); // eslint-disable-line no-console + + // 2. Send to server + try { + const response = await fetch('/api/chat', { + method: 'POST', + headers: { 'Content-Type': 'application/json' }, + body: JSON.stringify({ query, messages }), + }); + const data = await response.json(); + console.log('Data:', data); // eslint-disable-line no-console + if (data && data.newMessages) { + // newMessages are the newly generated messages from server (assistant or "internal" placeholders, etc.) + data.newMessages.forEach((msg) => { + messages.push(msg); + // Show them in UI + appendMessage(msg.role, msg.content); + }); + } + } catch (err) { + console.error('Error:', err); // eslint-disable-line no-console + appendMessage('internal', `Error calling server: ${err.message}`); + } +} + +// Click/Enter handlers +sendBtn.addEventListener('click', () => { + const query = queryInput.value.trim(); + if (query) { + sendQuery(query); + queryInput.value = ''; + } +}); +queryInput.addEventListener('keydown', (e) => { + if (e.key === 'Enter') { + sendBtn.click(); + } +}); diff --git a/src/frontend/public/index.html b/src/frontend/public/index.html new file mode 100644 index 0000000..ad41530 --- /dev/null +++ b/src/frontend/public/index.html @@ -0,0 +1,137 @@ + + + + + MCP Simple UI + + + +

Simple MCP UI

+ +
+ +
+ + +
+ + +
+
+ + + + + diff --git a/src/frontend/server.ts b/src/frontend/server.ts new file mode 100644 index 0000000..82bcbde --- /dev/null +++ b/src/frontend/server.ts @@ -0,0 +1,62 @@ +import path from 'path'; +import { fileURLToPath } from 'url'; + +import dotenv from 'dotenv'; +import express from 'express'; +import type { Request, Response } from 'express'; + +import { MCPClient } from './mcpClient.js'; + +// Load environment variables +dotenv.config(); + +const filename = fileURLToPath(import.meta.url); +const dirname = path.dirname(filename); + +const app = express(); +app.use(express.json()); + +// Serve your public folder (where index.html is located) +// Adjust if you keep it in a different directory +app.use(express.static(path.join(dirname, 'public'))); + +// Create a single instance of your MCP client +const client = new MCPClient(); +let isConnected = false; + +/** + * POST /api/chat + * Receives: { query: string, messages: MessageParam[] } + * Returns: { newMessages: MessageParam[] } + */ +app.post('/api/chat', async (req: Request, res: Response) : Promise => { + try { + console.log('Received POST /api/chat:', req.body); // eslint-disable-line no-console + const { query, messages } = req.body; + if (!isConnected) { + // Connect to server once, the same way your original code does + // Pass the arguments needed for your server script if needed: + await client.connectToServer(); + isConnected = true; + } + // process the query with your existing logic + const nrMessagesBefore = messages.length; + const updatedMessages = await client.processQuery(query, messages); + + // newMessages = whatever was appended to messages by the call + // i.e. everything after the original length + const newMessages = updatedMessages.slice(nrMessagesBefore); + + return res.json({ newMessages }); + } catch (error) { + console.error('Error in /api/chat:', error); // eslint-disable-line no-console + res.status(500).json({ error: (error as Error).message || 'Internal server error' }); + return res.end(); + } +}); + +// Start the server +const PORT = process.env.PORT || 3000; +app.listen(PORT, () => { + console.log(`Server listening on port ${PORT}`); // eslint-disable-line no-console +}); diff --git a/src/frontend/style.css b/src/frontend/style.css new file mode 100644 index 0000000..93cde9f --- /dev/null +++ b/src/frontend/style.css @@ -0,0 +1,72 @@ +.chat-container { + width: 400px; + height: 500px; + border: none; + margin: 20px auto; + font-family: sans-serif; + box-shadow: 0 2px 5px rgba(0, 0, 0, 0.1); /* Add a subtle shadow */ + border-radius: 5px; /* Add rounded corners */ +} + +.chat-header { + background-color: #E6F2FF; + padding: 15px; + text-align: center; + border-bottom: 1px solid #eee; /* Add a separator */ +} + +.chat-header h2 { + margin: 0; /* Remove default margin */ + font-size: 1.2em; +} + +.chat-output { + height: 350px; + overflow-y: scroll; + padding: 15px; + background-color: #F8F8FF; +} + +.chat-output div { + margin-bottom: 10px; + padding: 8px 12px; + border-radius: 5px; +} + +.chat-output .user { + background-color: #DCF8C6; /* Light green for user messages */ + text-align: right; +} + +.chat-output .assistant { + background-color: #fff; /* White for assistant messages */ +} + +.chat-input { + padding: 15px; + display: flex; + background-color: #F0FFFF; + border-top: 1px solid #eee; /* Add a separator */ +} + +#userInput { + flex-grow: 1; + padding: 10px; + border: 1px solid #ccc; + margin-right: 8px; + border-radius: 5px; +} + +#sendButton { + background-color: #90EE90; + color: white; + padding: 10px 15px; + border: none; + cursor: pointer; + border-radius: 5px; + transition: background-color 0.3s; /* Add a smooth transition */ +} + +#sendButton:hover { + background-color: #7CCD7C; /* Slightly darker green on hover */ +} From 689a8f229c53a3b393cf39a60380e99ac319d303 Mon Sep 17 00:00:00 2001 From: Jiri Spilka Date: Thu, 23 Jan 2025 23:27:04 +0100 Subject: [PATCH 03/17] Fixed client add system prompt --- src/frontend/mcpClient.ts | 26 +++++++++- src/frontend/public/client.js | 93 ++++++++++++++++++++++++---------- src/frontend/public/index.html | 21 ++++++-- 3 files changed, 110 insertions(+), 30 deletions(-) diff --git a/src/frontend/mcpClient.ts b/src/frontend/mcpClient.ts index 5b039c3..488f76f 100644 --- a/src/frontend/mcpClient.ts +++ b/src/frontend/mcpClient.ts @@ -29,6 +29,28 @@ const CLAUDE_MODEL = 'claude-3-haiku-20240307'; // a fastest and most compact mo const SERVER_URL = 'http://localhost:3001/sse'; +const SYSTEM_PROMPT = 'You are a helpful assistant with to tools called Actors\n' + + '\n' + + 'Choose the appropriate tool based on the user\'s question. If no tool is needed, reply directly.\n' + + '\n' + + 'IMPORTANT: When you need to use a tool, explain how the tools was used and with which parameters\n' + + 'IMPORTANT: When a tool was called, the message starts with [internal] and is submitted by user' + + '\n' + + 'After receiving a tool\'s response:\n' + + '1. Transform the raw data into a natural, conversational response\n' + + '2. Keep responses concise but informative\n' + + '3. Focus on the most relevant information\n' + + '4. Use appropriate context from the user\'s question\n' + + '5. Avoid simply repeating the raw data\n' + + '\n' + + 'Always use Actor not actor' + + 'Always replace underscore in Actor name by forward slash, i.e. apify/rag-web-browser not apify_rag-web-browser' + + 'Provide an URL to Actor whenever possible such as [apify/rag-web-browser](https://apify.com/apify/rag-web-browser)' + + '\n' + + 'REMEMBER Always limit number of results returned from Actors/tools. ' + + 'There is always parameter such as maxResults=1, maxPage=1, maxCrawledPlacesPerSearch=1, keep it to minimal value.' + + 'Otherwise tool execution takes long and result is huge!' + if (typeof globalThis.EventSource === 'undefined') { globalThis.EventSource = EventSource as unknown as typeof globalThis.EventSource; } @@ -118,7 +140,8 @@ export class MCPClient { results = await this.client.callTool(params, CallToolResultSchema, { timeout: REQUEST_TIMEOUT }); if (results.content instanceof Array && results.content.length !== 0) { const text = results.content.map((x) => x.text); - messages.push({ role: 'user', content: `Tool result: ${text.join('\n\n')}` }); + messages.push({ role: 'user', content: `[internal] Calling tool ${JSON.stringify(params)}`}); + messages.push({ role: 'user', content: `[internal] Tool result: ${text.join('\n\n')}` }); } else { messages.push({ role: 'user', content: `No results retrieved from ${params.name}` }); } @@ -154,6 +177,7 @@ export class MCPClient { model: CLAUDE_MODEL, max_tokens: MAX_TOKENS, messages, + system: SYSTEM_PROMPT, tools: this.tools as any[], // eslint-disable-line @typescript-eslint/no-explicit-any }); console.log('[internal] Received response from Claude:', JSON.stringify(response.content)); diff --git a/src/frontend/public/client.js b/src/frontend/public/client.js index d3434a6..62bdebc 100644 --- a/src/frontend/public/client.js +++ b/src/frontend/public/client.js @@ -1,58 +1,97 @@ +// client.js const chatLog = document.getElementById('chatLog'); const queryInput = document.getElementById('queryInput'); const sendBtn = document.getElementById('sendBtn'); -// Keep track of all messages (system, user, assistant). -const messages = []; +// Keep track of all messages +let messages = []; -// Helper function to append a message to the chat log +/** + * Convert basic Markdown-like syntax to HTML. + * - Replaces triple backticks ```...``` with 
...
+ * - Replaces single backticks `...` with ... + * - Replaces **bold** text + * - Replaces *italics* text + * - Replaces newlines with
for better multiline display + */ +function formatMessageContent(text) { + // Escape HTML special chars to avoid injection + let safe = text + .replace(/&/g, "&") + .replace(//g, ">"); + + // Then apply some naive markdown transforms: + // 1) Fenced code blocks: ```...``` + safe = safe.replace(/```([\s\S]*?)```/g, '
$1
'); + // 2) Inline code: `...` + safe = safe.replace(/`([^`]+)`/g, '$1'); + // 3) Bold: **text** + safe = safe.replace(/\*\*([^*]+)\*\*/g, '$1'); + // 4) Italics: *text* + safe = safe.replace(/\*([^*]+)\*/g, '$1'); + // 5) Replace newlines with
+ safe = safe.replace(/\n/g, "
"); + + return safe; +} + +/** + * Append a message to the chat log + */ function appendMessage(role, content) { + // Create row container const row = document.createElement('div'); row.className = 'message-row'; - let roleClass; - if (role === 'assistant') { - roleClass = 'assistant'; - } else if (role === 'user') { - roleClass = 'user'; + + if (role === 'user') { + row.classList.add('user-message'); + } else if (role === 'assistant') { + row.classList.add('assistant-message'); } else { - roleClass = 'internal'; + row.classList.add('internal-message'); } - row.innerHTML = `${role}: ${content}`; + + // Create the bubble + const bubble = document.createElement('div'); + bubble.className = `bubble ${role}`; + + // Transform markdown in the message text + bubble.innerHTML = formatMessageContent(content); + + row.appendChild(bubble); chatLog.appendChild(row); + + // Scroll to the bottom chatLog.scrollTop = chatLog.scrollHeight; } -// Handle sending the user’s query to the server +/** + * Send a message to the server + */ async function sendQuery(query) { - // 1. Add to our in-memory "messages" - messages.push({ role: 'user', content: query }); - appendMessage('user', query); - console.log('Messages:', messages); // eslint-disable-line no-console - - // 2. Send to server try { const response = await fetch('/api/chat', { method: 'POST', headers: { 'Content-Type': 'application/json' }, - body: JSON.stringify({ query, messages }), + body: JSON.stringify({ query, messages }) }); const data = await response.json(); - console.log('Data:', data); // eslint-disable-line no-console if (data && data.newMessages) { - // newMessages are the newly generated messages from server (assistant or "internal" placeholders, etc.) - data.newMessages.forEach((msg) => { + data.newMessages.forEach(msg => { messages.push(msg); - // Show them in UI appendMessage(msg.role, msg.content); }); } } catch (err) { - console.error('Error:', err); // eslint-disable-line no-console - appendMessage('internal', `Error calling server: ${err.message}`); + console.error('Error calling server:', err); + appendMessage('internal', 'Error calling server: ' + err.message); } } -// Click/Enter handlers +/** EVENT HANDLERS **/ + +// Click the "Send" button sendBtn.addEventListener('click', () => { const query = queryInput.value.trim(); if (query) { @@ -60,7 +99,9 @@ sendBtn.addEventListener('click', () => { queryInput.value = ''; } }); -queryInput.addEventListener('keydown', (e) => { + +// Press Enter to send +queryInput.addEventListener('keydown', e => { if (e.key === 'Enter') { sendBtn.click(); } diff --git a/src/frontend/public/index.html b/src/frontend/public/index.html index ad41530..59769c7 100644 --- a/src/frontend/public/index.html +++ b/src/frontend/public/index.html @@ -2,7 +2,7 @@ - MCP Simple UI + MCP Client for Apify Actors -

Simple MCP UI

+

MCP Client for Apify Actors

From 53eb2bb4c7465b27a27f36c36340df0d2fbcc8dd Mon Sep 17 00:00:00 2001 From: Jiri Spilka Date: Fri, 24 Jan 2025 00:15:50 +0100 Subject: [PATCH 04/17] Fix tool use --- src/frontend/mcpClient.ts | 85 +++++++++++++++++++++++----------- src/frontend/public/client.js | 31 ++++++++----- src/frontend/public/index.html | 53 +++++++++++---------- 3 files changed, 106 insertions(+), 63 deletions(-) diff --git a/src/frontend/mcpClient.ts b/src/frontend/mcpClient.ts index 488f76f..0c98140 100644 --- a/src/frontend/mcpClient.ts +++ b/src/frontend/mcpClient.ts @@ -24,32 +24,33 @@ const REQUEST_TIMEOUT = 120_000; // 2 minutes const MAX_TOKENS = 2048; // Maximum tokens for Claude response // const CLAUDE_MODEL = 'claude-3-5-sonnet-20241022'; // the most intelligent model -// const CLAUDE_MODEL = 'claude-3-5-haiku-20241022'; // a fastest model -const CLAUDE_MODEL = 'claude-3-haiku-20240307'; // a fastest and most compact model for near-instant responsiveness +const CLAUDE_MODEL = 'claude-3-5-haiku-20241022'; // a fastest model +// const CLAUDE_MODEL = 'claude-3-haiku-20240307'; // a fastest and most compact model for near-instant responsiveness const SERVER_URL = 'http://localhost:3001/sse'; -const SYSTEM_PROMPT = 'You are a helpful assistant with to tools called Actors\n' + - '\n' + - 'Choose the appropriate tool based on the user\'s question. If no tool is needed, reply directly.\n' + - '\n' + - 'IMPORTANT: When you need to use a tool, explain how the tools was used and with which parameters\n' + - 'IMPORTANT: When a tool was called, the message starts with [internal] and is submitted by user' + - '\n' + - 'After receiving a tool\'s response:\n' + - '1. Transform the raw data into a natural, conversational response\n' + - '2. Keep responses concise but informative\n' + - '3. Focus on the most relevant information\n' + - '4. Use appropriate context from the user\'s question\n' + - '5. Avoid simply repeating the raw data\n' + - '\n' + - 'Always use Actor not actor' + - 'Always replace underscore in Actor name by forward slash, i.e. apify/rag-web-browser not apify_rag-web-browser' + - 'Provide an URL to Actor whenever possible such as [apify/rag-web-browser](https://apify.com/apify/rag-web-browser)' + - '\n' + - 'REMEMBER Always limit number of results returned from Actors/tools. ' + - 'There is always parameter such as maxResults=1, maxPage=1, maxCrawledPlacesPerSearch=1, keep it to minimal value.' + - 'Otherwise tool execution takes long and result is huge!' +const SYSTEM_PROMPT = 'You are a helpful assistant with to tools called Actors\n' + + '\n' + + 'Choose the appropriate tool based on the user\'s question. If no tool is needed, reply directly.\n' + + '\n' + + 'When you need to use a tool, explain how the tools was used and with which parameters\n' + + 'Never call a tool unless it is required by user!\n' + + 'IMPORTANT: When a tool was called, the message starts with [internal] and its role is user but it was actually submitted by a tool\n' + + '\n' + + 'After receiving a tool\'s response:\n' + + '1. Transform the raw data into a natural, conversational response\n' + + '2. Keep responses concise but informative\n' + + '3. Focus on the most relevant information\n' + + '4. Use appropriate context from the user\'s question\n' + + '5. Avoid simply repeating the raw data\n' + + '\n' + + 'Always use Actor not actor' + + 'Always replace underscore in Actor name by forward slash, i.e. apify/rag-web-browser not apify_rag-web-browser' + + 'Provide an URL to Actor whenever possible such as [apify/rag-web-browser](https://apify.com/apify/rag-web-browser)' + + '\n' + + 'REMEMBER Always limit number of results returned from Actors/tools. ' + + 'There is always parameter such as maxResults=1, maxPage=1, maxCrawledPlacesPerSearch=1, keep it to minimal value.' + + 'Otherwise tool execution takes long and result is huge!'; if (typeof globalThis.EventSource === 'undefined') { globalThis.EventSource = EventSource as unknown as typeof globalThis.EventSource; @@ -122,6 +123,11 @@ export class MCPClient { if (content.type === 'text') { messages.push({ role: 'assistant', content: content.text }); } else if (content.type === 'tool_use') { + messages.push({ + role: 'assistant', content: [ + {id: content.id, input: content.input, name: content.name, type: 'tool_use', } + ] + }) await this.handleToolCall(content, messages); } } @@ -140,19 +146,44 @@ export class MCPClient { results = await this.client.callTool(params, CallToolResultSchema, { timeout: REQUEST_TIMEOUT }); if (results.content instanceof Array && results.content.length !== 0) { const text = results.content.map((x) => x.text); - messages.push({ role: 'user', content: `[internal] Calling tool ${JSON.stringify(params)}`}); - messages.push({ role: 'user', content: `[internal] Tool result: ${text.join('\n\n')}` }); + messages.push({ + role: 'user', + content: [{ + tool_use_id: content.id, + type: 'tool_result', + content: text.join('\n\n'), + is_error: false, + }], + }); } else { - messages.push({ role: 'user', content: `No results retrieved from ${params.name}` }); + messages.push({ + role: 'user', + content: [{ + tool_use_id: content.id, + type: 'tool_result', + content: `No results retrieved from ${params.name}`, + is_error: true, + }], + }); } } catch (error) { - messages.push({ role: 'user', content: `Error calling tool: ${params.name}, error: ${error}` }); + messages.push({ + role: 'user', + content: [{ + tool_use_id: content.id, + type: 'tool_result', + content: `Error when calling tool ${params.name}, error: ${error}`, + is_error: true, + }], + }); } + console.log(`[internal] Received response`); // Get next response from Claude const nextResponse: Message = await this.anthropic.messages.create({ model: CLAUDE_MODEL, max_tokens: MAX_TOKENS, messages, + system: SYSTEM_PROMPT, tools: this.tools as any[], // eslint-disable-line @typescript-eslint/no-explicit-any }); diff --git a/src/frontend/public/client.js b/src/frontend/public/client.js index 62bdebc..df4cd1d 100644 --- a/src/frontend/public/client.js +++ b/src/frontend/public/client.js @@ -2,9 +2,10 @@ const chatLog = document.getElementById('chatLog'); const queryInput = document.getElementById('queryInput'); const sendBtn = document.getElementById('sendBtn'); +const spinner = document.getElementById('spinner'); // Keep track of all messages -let messages = []; +const messages = []; /** * Convert basic Markdown-like syntax to HTML. @@ -17,9 +18,9 @@ let messages = []; function formatMessageContent(text) { // Escape HTML special chars to avoid injection let safe = text - .replace(/&/g, "&") - .replace(//g, ">"); + .replace(/&/g, '&') + .replace(//g, '>'); // Then apply some naive markdown transforms: // 1) Fenced code blocks: ```...``` @@ -31,7 +32,9 @@ function formatMessageContent(text) { // 4) Italics: *text* safe = safe.replace(/\*([^*]+)\*/g, '$1'); // 5) Replace newlines with
- safe = safe.replace(/\n/g, "
"); + safe = safe.replace(/\n/g, '
'); + // 6) Replace markdown links [text](url) with text + safe = safe.replace(/\[([^\]]+)\]\(([^)]+)\)/g, '$1'); return safe; } @@ -40,7 +43,9 @@ function formatMessageContent(text) { * Append a message to the chat log */ function appendMessage(role, content) { - // Create row container + + console.log('role:', role); + console.log('content:', content); const row = document.createElement('div'); row.className = 'message-row'; @@ -70,26 +75,28 @@ function appendMessage(role, content) { * Send a message to the server */ async function sendQuery(query) { + spinner.style.display = 'inline-block'; try { const response = await fetch('/api/chat', { method: 'POST', headers: { 'Content-Type': 'application/json' }, - body: JSON.stringify({ query, messages }) + body: JSON.stringify({ query, messages }), }); const data = await response.json(); if (data && data.newMessages) { - data.newMessages.forEach(msg => { + data.newMessages.forEach((msg) => { messages.push(msg); appendMessage(msg.role, msg.content); }); } } catch (err) { - console.error('Error calling server:', err); - appendMessage('internal', 'Error calling server: ' + err.message); + console.error('Error calling server:', err); // eslint-disable-line no-console + appendMessage('internal', `Error calling server: ${err.message}`); } + spinner.style.display = 'none'; } -/** EVENT HANDLERS **/ +/** EVENT HANDLERS * */ // Click the "Send" button sendBtn.addEventListener('click', () => { @@ -101,7 +108,7 @@ sendBtn.addEventListener('click', () => { }); // Press Enter to send -queryInput.addEventListener('keydown', e => { +queryInput.addEventListener('keydown', (e) => { if (e.key === 'Enter') { sendBtn.click(); } diff --git a/src/frontend/public/index.html b/src/frontend/public/index.html index 59769c7..0d06b11 100644 --- a/src/frontend/public/index.html +++ b/src/frontend/public/index.html @@ -20,23 +20,23 @@ text-align: center; } - /* Chat wrapper container */ + /* Chat wrapper */ .chat-wrapper { width: 90%; max-width: 800px; display: flex; flex-direction: column; - background: #ffffff; + background: #fff; border: 1px solid #ccc; border-radius: 4px; box-shadow: 0 0 5px rgba(0,0,0,0.1); margin-bottom: 40px; } - /* Chat window (message display area) */ + /* Chat window */ #chatLog { flex: 1; - height: 600px; /* chat area height */ + height: 600px; padding: 10px; overflow-y: auto; background: #fafafa; @@ -49,8 +49,7 @@ display: flex; margin: 8px 0; } - - /* Align user messages on the right, assistant on the left, internal centered */ + /* Align user messages right, assistant left, internal center */ .user-message { justify-content: flex-end; } @@ -71,7 +70,7 @@ position: relative; margin: 0 10px; box-shadow: 0 1px 2px rgba(0,0,0,0.1); - white-space: pre-wrap; /* preserve line breaks */ + white-space: pre-wrap; } /* Different background colors for each role */ @@ -88,13 +87,15 @@ color: #666; } - /* Input row at the bottom */ + /* Input row at bottom */ .input-row { display: flex; + align-items: center; padding: 10px; - border-radius: 0 0 4px 4px; background: #fff; + border-radius: 0 0 4px 4px; } + #queryInput { flex: 1; padding: 10px; @@ -103,6 +104,7 @@ border: 1px solid #ccc; border-radius: 4px; } + #sendBtn { font-size: 1rem; padding: 10px 20px; @@ -111,25 +113,27 @@ color: #fff; background: #007BFF; cursor: pointer; + margin-right: 10px; } #sendBtn:hover { background: #0069d9; } - /* Code styling */ - pre { - background: #f5f2f0; - padding: 10px; - border-radius: 4px; - overflow-x: auto; - margin: 8px 0; - } - code { - font-family: Consolas, Monaco, 'Courier New', monospace; - background: #f0f0f0; - padding: 0.2rem 0.4rem; - border-radius: 3px; + /* Spinner styling */ + .spinner { + display: none; /* hidden by default */ + width: 20px; + height: 20px; + border: 3px solid #f3f3f3; /* Light gray */ + border-top: 3px solid #007BFF; /* Blue top */ + border-radius: 50%; + animation: spin 0.8s linear infinite; + } + @keyframes spin { + 0% { transform: rotate(0deg); } + 100% { transform: rotate(360deg); } } + @@ -139,14 +143,15 @@

MCP Client for Apify Actors

- +
+
- + From d63bb02e0424f0c183013949d674fd95fffd0953 Mon Sep 17 00:00:00 2001 From: Jiri Spilka Date: Fri, 24 Jan 2025 00:39:02 +0100 Subject: [PATCH 05/17] Fixed issues with tool --- src/frontend/mcpClient.ts | 19 ++--- src/frontend/public/client.js | 124 ++++++++++++++++++++++++++------- src/frontend/public/index.html | 16 +++++ 3 files changed, 123 insertions(+), 36 deletions(-) diff --git a/src/frontend/mcpClient.ts b/src/frontend/mcpClient.ts index 0c98140..af7f05d 100644 --- a/src/frontend/mcpClient.ts +++ b/src/frontend/mcpClient.ts @@ -24,8 +24,8 @@ const REQUEST_TIMEOUT = 120_000; // 2 minutes const MAX_TOKENS = 2048; // Maximum tokens for Claude response // const CLAUDE_MODEL = 'claude-3-5-sonnet-20241022'; // the most intelligent model -const CLAUDE_MODEL = 'claude-3-5-haiku-20241022'; // a fastest model -// const CLAUDE_MODEL = 'claude-3-haiku-20240307'; // a fastest and most compact model for near-instant responsiveness +// const CLAUDE_MODEL = 'claude-3-5-haiku-20241022'; // a fastest model +const CLAUDE_MODEL = 'claude-3-haiku-20240307'; // a fastest and most compact model for near-instant responsiveness const SERVER_URL = 'http://localhost:3001/sse'; @@ -45,8 +45,7 @@ const SYSTEM_PROMPT = 'You are a helpful assistant with to tools called Actors\n + '5. Avoid simply repeating the raw data\n' + '\n' + 'Always use Actor not actor' - + 'Always replace underscore in Actor name by forward slash, i.e. apify/rag-web-browser not apify_rag-web-browser' - + 'Provide an URL to Actor whenever possible such as [apify/rag-web-browser](https://apify.com/apify/rag-web-browser)' + + 'Provide an URL to Actor whenever possible such as [apify_rag-web-browser](https://apify.com/apify/rag-web-browser)' + '\n' + 'REMEMBER Always limit number of results returned from Actors/tools. ' + 'There is always parameter such as maxResults=1, maxPage=1, maxCrawledPlacesPerSearch=1, keep it to minimal value.' @@ -123,11 +122,6 @@ export class MCPClient { if (content.type === 'text') { messages.push({ role: 'assistant', content: content.text }); } else if (content.type === 'tool_use') { - messages.push({ - role: 'assistant', content: [ - {id: content.id, input: content.input, name: content.name, type: 'tool_use', } - ] - }) await this.handleToolCall(content, messages); } } @@ -139,6 +133,13 @@ export class MCPClient { */ private async handleToolCall(content: ToolUseBlock, messages: MessageParam[], toolCallCount = 0): Promise { // eslint-disable-next-line @typescript-eslint/no-explicit-any + + messages.push({ + role: 'assistant', + content: [ + { id: content.id, input: content.input, name: content.name, type: 'tool_use' }, + ], + }); const params = { name: content.name, arguments: content.input as any }; console.log(`[internal] Calling tool (count: ${toolCallCount}): ${JSON.stringify(params)}`); let results; diff --git a/src/frontend/public/client.js b/src/frontend/public/client.js index df4cd1d..425c94c 100644 --- a/src/frontend/public/client.js +++ b/src/frontend/public/client.js @@ -7,6 +7,102 @@ const spinner = document.getElementById('spinner'); // Keep track of all messages const messages = []; +/** + * formatAnyContent(content): + * - If content is a string -> run your normal markdown/HTML formatting. + * - If it's an array -> check for tool-related messages, collapse them, etc. + * - If it's an object -> show a JSON-encoded 
 block.
+ */
+function formatAnyContent(content) {
+    // If you have a separate function that does markdown β†’ HTML, keep it:
+    function formatMarkdown(text) {
+        let safe = text
+            .replace(/&/g, '&')
+            .replace(//g, '>');
+
+        // Then apply some naive markdown transforms:
+        // 1) Fenced code blocks: ```...```
+        safe = safe.replace(/```([\s\S]*?)```/g, '
$1
');
+        // 2) Inline code: `...`
+        safe = safe.replace(/`([^`]+)`/g, '$1');
+        // 3) Bold: **text**
+        safe = safe.replace(/\*\*([^*]+)\*\*/g, '$1');
+        // 4) Italics: *text*
+        safe = safe.replace(/\*([^*]+)\*/g, '$1');
+        // 5) Replace newlines with 

+        safe = safe.replace(/\n/g, '
');
+        // 6) Replace markdown links [text](url) with text
+        safe = safe.replace(/\[([^\]]+)\]\(([^)]+)\)/g, '$1');
+
+        return safe;
+    }
+
+    // 1) If content is a simple string, just format it
+    if (typeof content === 'string') {
+        return formatMarkdown(content);
+    }
+
+    // 2) If content is an array, loop through each item
+    if (Array.isArray(content)) {
+        return content.map((item) => {
+            // e.g. detect "tool_use", "tool_result"
+            if (item.type === 'tool_use') {
+                // Display it collapsed
+                return `
+

+  Tool use: ${item.name}
+  

+    ID: ${item.id || 'unknown'}
+  

+  
${escapeHTML(JSON.stringify(item.input, null, 2))}

+

+`;
+            } if (item.type === 'tool_result') {
+                // Try to parse the content as JSON, pretty-print
+                let parsed = null;
+                let pretty = '';
+                try {
+                    parsed = JSON.parse(item.content);
+                    pretty = JSON.stringify(parsed, null, 2);
+                } catch {
+                    // Fallback if not valid JSON
+                    pretty = item.content;
+                }
+
+                const summary = item.is_error ? 'Tool Result (Error)' : 'Tool Result';
+                return `
+

+  ${summary}
+  
${escapeHTML(pretty)}

+

+`;
+            }
+            // Otherwise, fallback to raw JSON
+            return `
${JSON.stringify(item, null, 2)}
`;
+        }).join('\n');
+    }
+
+    // 3) If content is a plain object, show JSON
+    if (typeof content === 'object' && content !== null) {
+        return `
${JSON.stringify(content, null, 2)}
`;
+    }
+
+    // 4) If all else fails, just coerce to string
+    return String(content);
+}
+
+/**
+ * A simple function to escape HTML special chars (used inside 
 if needed).
+ */
+function escapeHTML(str) {
+    if (typeof str !== 'string') return String(str);
+    return str
+        .replace(/&/g, '&')
+        .replace(//g, '>');
+}
+
 /**
  * Convert basic Markdown-like syntax to HTML.
  * - Replaces triple backticks ```...``` with 
...

@@ -15,37 +111,11 @@ const messages = [];
  * - Replaces *italics* text
  * - Replaces newlines with 
 for better multiline display
  */
-function formatMessageContent(text) {
-    // Escape HTML special chars to avoid injection
-    let safe = text
-        .replace(/&/g, '&')
-        .replace(//g, '>');
-
-    // Then apply some naive markdown transforms:
-    // 1) Fenced code blocks: ```...```
-    safe = safe.replace(/```([\s\S]*?)```/g, '
$1
');
-    // 2) Inline code: `...`
-    safe = safe.replace(/`([^`]+)`/g, '$1');
-    // 3) Bold: **text**
-    safe = safe.replace(/\*\*([^*]+)\*\*/g, '$1');
-    // 4) Italics: *text*
-    safe = safe.replace(/\*([^*]+)\*/g, '$1');
-    // 5) Replace newlines with 

-    safe = safe.replace(/\n/g, '
');
-    // 6) Replace markdown links [text](url) with text
-    safe = safe.replace(/\[([^\]]+)\]\(([^)]+)\)/g, '$1');
-
-    return safe;
-}
 
 /**
  * Append a message to the chat log
  */
 function appendMessage(role, content) {
-
-    console.log('role:', role);
-    console.log('content:', content);
     const row = document.createElement('div');
     row.className = 'message-row';
 
@@ -62,7 +132,7 @@ function appendMessage(role, content) {
     bubble.className = `bubble ${role}`;
 
     // Transform markdown in the message text
-    bubble.innerHTML = formatMessageContent(content);
+    bubble.innerHTML = formatAnyContent(content);
 
     row.appendChild(bubble);
     chatLog.appendChild(row);
diff --git a/src/frontend/public/index.html b/src/frontend/public/index.html
index 0d06b11..188ee83 100644
--- a/src/frontend/public/index.html
+++ b/src/frontend/public/index.html
@@ -119,6 +119,22 @@
             background: #0069d9;
         }
 
+        .tool-block {
+            margin: 8px 0;
+        }
+        .tool-block summary {
+            cursor: pointer;
+            font-size: 0.95rem;
+            color: #333;
+            outline: none;
+        }
+        .tool-block pre {
+            background: #f5f2f0;
+            padding: 8px;
+            border-radius: 4px;
+            overflow-x: auto;
+        }
+
         /* Spinner styling */
         .spinner {
             display: none; /* hidden by default */

From 263447a8f16328f1bf38e1cdb359e623732afe7a Mon Sep 17 00:00:00 2001
From: Jiri Spilka 
Date: Fri, 24 Jan 2025 00:46:25 +0100
Subject: [PATCH 06/17] Improved colors

---
 src/frontend/public/index.html | 78 ++++++++++++++++++++++------------
 1 file changed, 52 insertions(+), 26 deletions(-)

diff --git a/src/frontend/public/index.html b/src/frontend/public/index.html
index 188ee83..a2c5b2d 100644
--- a/src/frontend/public/index.html
+++ b/src/frontend/public/index.html
@@ -1,9 +1,19 @@
 
-
+
 
     
     MCP Client for Apify Actors
     
 
 
@@ -161,7 +187,7 @@ 
MCP Client for Apify Actors

 
     
     

-        
+        
         
         
     


From d311994894896a0946da8266f9cd0e03fc20a6ce Mon Sep 17 00:00:00 2001
From: Jiri Spilka 
Date: Fri, 24 Jan 2025 00:49:38 +0100
Subject: [PATCH 07/17] Fix lint issues

---
 src/frontend/mcpClient.ts |  3 +-
 src/frontend/style.css    | 72 ---------------------------------------
 2 files changed, 1 insertion(+), 74 deletions(-)
 delete mode 100644 src/frontend/style.css

diff --git a/src/frontend/mcpClient.ts b/src/frontend/mcpClient.ts
index af7f05d..6cbfdd3 100644
--- a/src/frontend/mcpClient.ts
+++ b/src/frontend/mcpClient.ts
@@ -132,14 +132,13 @@ export class MCPClient {
      * Call the tool and return the response.
      */
     private async handleToolCall(content: ToolUseBlock, messages: MessageParam[], toolCallCount = 0): Promise {
-        // eslint-disable-next-line @typescript-eslint/no-explicit-any
-
         messages.push({
             role: 'assistant',
             content: [
                 { id: content.id, input: content.input, name: content.name, type: 'tool_use' },
             ],
         });
+        // eslint-disable-next-line @typescript-eslint/no-explicit-any
         const params = { name: content.name, arguments: content.input as any };
         console.log(`[internal] Calling tool (count: ${toolCallCount}): ${JSON.stringify(params)}`);
         let results;
diff --git a/src/frontend/style.css b/src/frontend/style.css
deleted file mode 100644
index 93cde9f..0000000
--- a/src/frontend/style.css
+++ /dev/null
@@ -1,72 +0,0 @@
-.chat-container {
-    width: 400px;
-    height: 500px;
-    border: none;
-    margin: 20px auto;
-    font-family: sans-serif;
-    box-shadow: 0 2px 5px rgba(0, 0, 0, 0.1); /* Add a subtle shadow */
-    border-radius: 5px; /* Add rounded corners */
-}
-
-.chat-header {
-    background-color: #E6F2FF;
-    padding: 15px;
-    text-align: center;
-    border-bottom: 1px solid #eee; /* Add a separator */
-}
-
-.chat-header h2 {
-    margin: 0; /* Remove default margin */
-    font-size: 1.2em;
-}
-
-.chat-output {
-    height: 350px;
-    overflow-y: scroll;
-    padding: 15px;
-    background-color: #F8F8FF;
-}
-
-.chat-output div {
-    margin-bottom: 10px;
-    padding: 8px 12px;
-    border-radius: 5px;
-}
-
-.chat-output .user {
-    background-color: #DCF8C6; /* Light green for user messages */
-    text-align: right;
-}
-
-.chat-output .assistant {
-    background-color: #fff; /* White for assistant messages */
-}
-
-.chat-input {
-    padding: 15px;
-    display: flex;
-    background-color: #F0FFFF;
-    border-top: 1px solid #eee; /* Add a separator */
-}
-
-#userInput {
-    flex-grow: 1;
-    padding: 10px;
-    border: 1px solid #ccc;
-    margin-right: 8px;
-    border-radius: 5px;
-}
-
-#sendButton {
-    background-color: #90EE90;
-    color: white;
-    padding: 10px 15px;
-    border: none;
-    cursor: pointer;
-    border-radius: 5px;
-    transition: background-color 0.3s; /* Add a smooth transition */
-}
-
-#sendButton:hover {
-    background-color: #7CCD7C; /* Slightly darker green on hover */
-}

From 4219393787c40b6a5de294046abd433c97ac2622 Mon Sep 17 00:00:00 2001
From: Jiri Spilka 
Date: Sun, 26 Jan 2025 21:24:06 +0100
Subject: [PATCH 08/17] Add internal tools

---
 .actor/input_schema.json       |  14 ++++
 README.md                      |   3 +-
 package-lock.json              |   6 +-
 package.json                   |   4 +-
 src/actorDefinition.ts         |  25 +++----
 src/const.ts                   |  16 +++--
 src/frontend/mcpClient.ts      |  19 +++--
 src/frontend/public/index.html |   5 +-
 src/frontend/server.ts         |   2 +-
 src/input.ts                   |   3 +
 src/internalActorTools.ts      | 122 +++++++++++++++++++++++++++++++++
 src/main.ts                    |  10 ++-
 src/server.ts                  |  77 +++++++++++++++++----
 src/types.ts                   |  29 +++++++-
 14 files changed, 282 insertions(+), 53 deletions(-)
 create mode 100644 src/internalActorTools.ts

diff --git a/.actor/input_schema.json b/.actor/input_schema.json
index 4616796..e34fbfb 100644
--- a/.actor/input_schema.json
+++ b/.actor/input_schema.json
@@ -14,6 +14,20 @@
                 "lukaskrivka/google-maps-with-contact-details"
             ]
         },
+        "enableActorDiscovery": {
+            "title": "Enable Actor discovery based on your use-case (experimental)",
+            "type": "boolean",
+            "description": "If enabled, the server will automatically discover available Actors for your use case.\n\nThis feature is experimental and may not work as expected.",
+            "default": false
+        },
+        "maxActorMemoryBytes": {
+            "title": "Limit the maximum memory used by an Actor",
+            "type": "string",
+            "description": "Limit the maximum memory used by an Actor in bytes. This is important setting for Free plan users to avoid exceeding the memory limit.",
+            "editor": "integer",
+            "prefill": 4096,
+            "default": 4096
+        },
         "debugActor": {
             "title": "Debug Actor",
             "type": "string",
diff --git a/README.md b/README.md
index de608f5..714fb30 100644
--- a/README.md
+++ b/README.md
@@ -335,7 +335,7 @@ Upon launching, the Inspector will display a URL that you can access in your bro
 
 ## β“˜ Limitations and feedback
 
-To limit the context size the properties in the `input schema` are pruned and description is truncated to 200 characters.
+To limit the context size the properties in the `input schema` are pruned and description is truncated to 500 characters.
 Enum fields and titles are truncated to max 50 options.
 
 Memory for each Actor is limited to 4GB.
@@ -346,6 +346,5 @@ If you need other features or have any feedback, please [submit an issue](https:
 # πŸš€ Roadmap (January 2025)
 
 - Document examples for [LibreChat](https://www.librechat.ai/).
-- Provide tools to search for Actors and load them as needed.
 - Add Apify's dataset and key-value store as resources.
 - Add tools such as Actor logs and Actor runs for debugging.
diff --git a/package-lock.json b/package-lock.json
index 1749421..49b4546 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -14,7 +14,9 @@
         "apify": "^3.2.6",
         "apify-client": "^2.11.1",
         "express": "^4.21.2",
-        "minimist": "^1.2.8"
+        "minimist": "^1.2.8",
+        "zod": "^3.24.1",
+        "zod-to-json-schema": "^3.24.1"
       },
       "bin": {
         "actors-mcp-server": "dist/index.js"
@@ -6636,7 +6638,6 @@
       "version": "3.24.1",
       "resolved": "https://registry.npmjs.org/zod/-/zod-3.24.1.tgz",
       "integrity": "sha512-muH7gBL9sI1nciMZV67X5fTKKBLtwpZ5VBp1vsOQzj1MhrBZ4wlVCm3gedKZWLp0Oyel8sIGfeiz54Su+OVT+A==",
-      "license": "MIT",
       "funding": {
         "url": "https://github.com/sponsors/colinhacks"
       }
@@ -6645,7 +6646,6 @@
       "version": "3.24.1",
       "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.24.1.tgz",
       "integrity": "sha512-3h08nf3Vw3Wl3PK+q3ow/lIil81IT2Oa7YpQyUUDsEWbXveMesdfK1xBd2RhCkynwZndAxixji/7SYJJowr62w==",
-      "license": "ISC",
       "peerDependencies": {
         "zod": "^3.24.1"
       }
diff --git a/package.json b/package.json
index 33fd8b2..481eeec 100644
--- a/package.json
+++ b/package.json
@@ -35,7 +35,9 @@
     "apify": "^3.2.6",
     "apify-client": "^2.11.1",
     "express": "^4.21.2",
-    "minimist": "^1.2.8"
+    "minimist": "^1.2.8",
+    "zod": "^3.24.1",
+    "zod-to-json-schema": "^3.24.1"
   },
   "devDependencies": {
     "@anthropic-ai/sdk": "^0.33.1",
diff --git a/src/actorDefinition.ts b/src/actorDefinition.ts
index 40ab02c..c7d46bc 100644
--- a/src/actorDefinition.ts
+++ b/src/actorDefinition.ts
@@ -1,7 +1,7 @@
 import { Ajv } from 'ajv';
 import { ApifyClient } from 'apify-client';
 
-import { MAX_DESCRIPTION_LENGTH, MAX_ENUM_LENGTH, MAX_MEMORY_MBYTES } from './const.js';
+import { defaults, MAX_DESCRIPTION_LENGTH } from './const.js';
 import { log } from './logger.js';
 import type { ActorDefinitionWithDesc, SchemaProperties, Tool } from './types.js';
 
@@ -12,7 +12,7 @@ import type { ActorDefinitionWithDesc, SchemaProperties, Tool } from './types.js
  * @param {string} actorFullName - The full name of the actor.
  * @returns {Promise} - The actor definition with description or null if not found.
  */
-async function fetchActorDefinition(actorFullName: string): Promise {
+export async function getActorDefinition(actorFullName: string): Promise {
     if (!process.env.APIFY_TOKEN) {
         log.error('APIFY_TOKEN is required but not set. Please set it as an environment variable');
         return null;
@@ -58,17 +58,11 @@ async function fetchActorDefinition(actorFullName: string): Promise MAX_DESCRIPTION_LENGTH) {
             property.description = `${property.description.slice(0, MAX_DESCRIPTION_LENGTH)}...`;
         }
-        if (property.enum) {
-            property.enum = property.enum.slice(0, MAX_ENUM_LENGTH);
-        }
-        if (property.enumTitles) {
-            property.enumTitles = property.enumTitles.slice(0, MAX_ENUM_LENGTH);
-        }
     }
     return properties;
 }
@@ -77,11 +71,11 @@ function shortenProperties(properties: { [key: string]: SchemaProperties}): { [k
  * Filters schema properties to include only the necessary fields.
  * @param properties
  */
-function filterSchemaProperties(properties: { [key: string]: SchemaProperties }): { [key: string]: SchemaProperties } {
+export function filterSchemaProperties(properties: { [key: string]: SchemaProperties }): { [key: string]: SchemaProperties } {
     const filteredProperties: { [key: string]: SchemaProperties } = {};
     for (const [key, property] of Object.entries(properties)) {
-        const { title, description, enum: enumValues, enumTitles, type, default: defaultValue, prefill } = property;
-        filteredProperties[key] = { title, description, enum: enumValues, enumTitles, type, default: defaultValue, prefill };
+        const { title, description, enum: enumValues, type, default: defaultValue, prefill } = property;
+        filteredProperties[key] = { title, description, enum: enumValues, type, default: defaultValue, prefill };
     }
     return filteredProperties;
 }
@@ -98,9 +92,8 @@ function filterSchemaProperties(properties: { [key: string]: SchemaProperties })
  * @returns {Promise} - A promise that resolves to an array of MCP tools.
  */
 export async function getActorsAsTools(actors: string[]): Promise {
-    // Fetch input schemas in parallel
     const ajv = new Ajv({ coerceTypes: 'array', strict: false });
-    const results = await Promise.all(actors.map(fetchActorDefinition));
+    const results = await Promise.all(actors.map(getActorDefinition));
     const tools = [];
     for (const result of results) {
         if (result) {
@@ -109,14 +102,14 @@ export async function getActorsAsTools(actors: string[]): Promise {
                 result.input.properties = shortenProperties(properties);
             }
             try {
-                const memoryMbytes = result.defaultRunOptions?.memoryMbytes || MAX_MEMORY_MBYTES;
+                const memoryMbytes = result.defaultRunOptions?.memoryMbytes || defaults.maxMemoryMbytes;
                 tools.push({
                     name: result.name.replace('/', '_'),
                     actorName: result.name,
                     description: result.description,
                     inputSchema: result.input || {},
                     ajvValidate: ajv.compile(result.input || {}),
-                    memoryMbytes: memoryMbytes > MAX_MEMORY_MBYTES ? MAX_MEMORY_MBYTES : memoryMbytes,
+                    memoryMbytes: memoryMbytes > defaults.maxMemoryMbytes ? defaults.maxMemoryMbytes : memoryMbytes,
                 });
             } catch (validationError) {
                 log.error(`Failed to compile AJV schema for actor: ${result.name}. Error: ${validationError}`);
diff --git a/src/const.ts b/src/const.ts
index e45fe5b..a3ca63d 100644
--- a/src/const.ts
+++ b/src/const.ts
@@ -3,10 +3,8 @@ export const SERVER_VERSION = '0.1.0';
 
 export const HEADER_READINESS_PROBE = 'x-apify-container-server-readiness-probe';
 
-export const MAX_ENUM_LENGTH = 50;
-export const MAX_DESCRIPTION_LENGTH = 200;
-// Limit memory to 4GB for Actors. Free users have 8 GB limit, but we need to reserve some memory for Actors-MCP-Server too
-export const MAX_MEMORY_MBYTES = 4096;
+export const MAX_DESCRIPTION_LENGTH = 500;
+export const MAX_TOOL_CALL_COUNT = 10;
 
 export const USER_AGENT_ORIGIN = 'Origin/mcp-server';
 
@@ -16,12 +14,20 @@ export const defaults = {
         'apify/rag-web-browser',
         'lukaskrivka/google-maps-with-contact-details',
     ],
+    maxMemoryMbytes: 4098,
 };
 
-export const ACTOR_OUTPUT_MAX_CHARS_PER_ITEM = 2_000;
+export const ACTOR_OUTPUT_MAX_CHARS_PER_ITEM = 5_000;
 export const ACTOR_OUTPUT_TRUNCATED_MESSAGE = `Output was truncated because it will not fit into context.`
     + ` There is no reason to call this tool again!`;
 
+export enum InternalTools {
+    DISCOVER_ACTORS = 'discover-actors',
+    ADD_ACTOR_TO_TOOLS = 'add-actor-to-tools',
+    REMOVE_ACTOR_FROM_TOOLS = 'remove-actor-from-tools',
+    GET_ACTOR_DETAILS = 'get-actor-details',
+}
+
 export enum Routes {
     ROOT = '/',
     SSE = '/sse',
diff --git a/src/frontend/mcpClient.ts b/src/frontend/mcpClient.ts
index 6cbfdd3..4324140 100644
--- a/src/frontend/mcpClient.ts
+++ b/src/frontend/mcpClient.ts
@@ -15,6 +15,8 @@ import { CallToolResultSchema } from '@modelcontextprotocol/sdk/types.js';
 import dotenv from 'dotenv';
 import { EventSource } from 'eventsource';
 
+import { MAX_TOOL_CALL_COUNT } from '../const.js';
+
 const filename = fileURLToPath(import.meta.url);
 const dirname = path.dirname(filename);
 
@@ -29,13 +31,16 @@ const CLAUDE_MODEL = 'claude-3-haiku-20240307'; // a fastest and most compact mo
 
 const SERVER_URL = 'http://localhost:3001/sse';
 
-const SYSTEM_PROMPT = 'You are a helpful assistant with to tools called Actors\n'
+const SYSTEM_PROMPT = 'You are a helpful Apify assistant with to tools called Actors\n'
+    + '\n'
+    + 'Your goal is to help users discover the best Actors for their needs\n'
+    + 'You have access to a list of tools that can help you to discover Actor, find details and include them among tools for later execution\n'
     + '\n'
     + 'Choose the appropriate tool based on the user\'s question. If no tool is needed, reply directly.\n'
+    + 'Prefer tools from Apify as they are generally more reliable and have better support\n'
     + '\n'
     + 'When you need to use a tool, explain how the tools was used and with which parameters\n'
     + 'Never call a tool unless it is required by user!\n'
-    + 'IMPORTANT: When a tool was called, the message starts with [internal] and its role is user but it was actually submitted by a tool\n'
     + '\n'
     + 'After receiving a tool\'s response:\n'
     + '1. Transform the raw data into a natural, conversational response\n'
@@ -101,9 +106,11 @@ export class MCPClient {
             },
         );
         await this.client.connect(transport);
+        await this.updateTools();
+    }
 
+    async updateTools() {
         const response = await this.client.listTools();
-
         this.tools = response.tools.map((x) => ({
             name: x.name,
             description: x.description,
@@ -178,6 +185,8 @@ export class MCPClient {
             });
         }
         console.log(`[internal] Received response`);
+        console.log(`[internal] Send response`);
+        await this.updateTools(); // update tools in the case a new tool was added
         // Get next response from Claude
         const nextResponse: Message = await this.anthropic.messages.create({
             model: CLAUDE_MODEL,
@@ -190,11 +199,11 @@ export class MCPClient {
         for (const c of nextResponse.content) {
             if (c.type === 'text') {
                 messages.push({ role: 'assistant', content: c.text });
-            } else if (c.type === 'tool_use' && toolCallCount < 3) {
+            } else if (c.type === 'tool_use' && toolCallCount < MAX_TOOL_CALL_COUNT) {
                 return await this.handleToolCall(c, messages, toolCallCount + 1);
             }
         }
-
+        console.log(`[internal] Return messages`);
         return messages;
     }
 
diff --git a/src/frontend/public/index.html b/src/frontend/public/index.html
index a2c5b2d..6a56087 100644
--- a/src/frontend/public/index.html
+++ b/src/frontend/public/index.html
@@ -106,8 +106,10 @@
             border-radius: 0 0 4px 4px;
         }
 
+        /* The textarea now takes place of the previous input */
         #queryInput {
             flex: 1;
+            resize: vertical; /* allow user to manually resize if desired */
             padding: 10px;
             margin-right: 8px;
             font-size: 1rem;
@@ -187,7 +189,8 @@ 
MCP Client for Apify Actors

 
     
     

-        
+        
+        
         
         
     

diff --git a/src/frontend/server.ts b/src/frontend/server.ts
index 82bcbde..3486ef3 100644
--- a/src/frontend/server.ts
+++ b/src/frontend/server.ts
@@ -31,7 +31,7 @@ let isConnected = false;
  */
 app.post('/api/chat', async (req: Request, res: Response) : Promise => {
     try {
-        console.log('Received POST /api/chat:', req.body); // eslint-disable-line no-console
+        console.log('Received POST /api/chat:'); // eslint-disable-line no-console
         const { query, messages } = req.body;
         if (!isConnected) {
             // Connect to server once, the same way your original code does
diff --git a/src/input.ts b/src/input.ts
index e4b856d..94cb256 100644
--- a/src/input.ts
+++ b/src/input.ts
@@ -12,5 +12,8 @@ export async function processInput(originalInput: Partial): Promise format.trim()) as string[];
     }
+    if (!input.enableActorDiscovery) {
+        input.enableActorDiscovery = false;
+    }
     return input;
 }
diff --git a/src/internalActorTools.ts b/src/internalActorTools.ts
new file mode 100644
index 0000000..f28e073
--- /dev/null
+++ b/src/internalActorTools.ts
@@ -0,0 +1,122 @@
+import { Ajv } from 'ajv';
+import type { ActorStoreList } from 'apify-client';
+import { ApifyClient } from 'apify-client';
+import { z } from 'zod';
+import { zodToJsonSchema } from 'zod-to-json-schema';
+
+import { InternalTools } from './const.js';
+import { log } from './logger.js';
+import type { ActorStoreTruncated, PricingInfo, Tool } from './types.js';
+
+export const DiscoverActorsArgsSchema = z.object({
+    limit: z.number()
+        .int()
+        .min(1)
+        .max(100)
+        .default(10)
+        .describe('The maximum number of Actors to return. Default value is 10.'),
+    offset: z.number()
+        .int()
+        .min(0)
+        .default(0)
+        .describe('The number of elements that should be skipped at the start. Default value is 0.'),
+    search: z.string()
+        .default('')
+        .describe('String of key words to search by. '
+            + 'Searches the title, name, description, username, and readme of an Actor.'
+            + 'Only key word search is supported, no advanced search.',
+        ),
+    category: z.string()
+        .default('')
+        .describe('Filters the results by the specified category.'),
+});
+
+export const RemoveActorToolArgsSchema = z.object({
+    name: z.string().describe('Full name of the Actor to remove. Actor full name is always composed from `username`_`name`'
+        + 'For example, username, name that leads to username/name. Never use name or username only'),
+});
+
+export const AddActorToToolsArgsSchema = z.object({
+    name: z.string().describe('Full name of the Actor to add as tool. Actor full name is always composed from `username`_`name`'
+        + 'For example, username, name that leads to username/name. Never use name or username only'),
+});
+
+export const GetActorDefinition = z.object({
+    name: z.string().describe('Full name of the Actor to retrieve documentation. Actor full name is always composed from `username`_`name`'
+        + 'For example, username, name that leads to username_name. Never use name or username only'),
+});
+
+export function getInternalTools(): Tool[] {
+    const ajv = new Ajv({ coerceTypes: 'array', strict: false });
+    return [
+        {
+            name: InternalTools.DISCOVER_ACTORS,
+            actorName: InternalTools.DISCOVER_ACTORS,
+            description: `Discover available Actors using full text search using keywords.`
+                + `Users try to discover Actors using free form query in this case search query needs to be converted to full text search. `
+                + `Prefer Actors from Apify as they are generally more reliable and have better support. `
+                + `Returns a list of Actors with name, description, statistics, and URL. `
+                + `Always limit number of results returned but ensure that the most relevant results are returned. `,
+            inputSchema: zodToJsonSchema(DiscoverActorsArgsSchema),
+            ajvValidate: ajv.compile(zodToJsonSchema(DiscoverActorsArgsSchema)),
+        },
+        {
+            name: InternalTools.ADD_ACTOR_TO_TOOLS,
+            actorName: InternalTools.ADD_ACTOR_TO_TOOLS,
+            description: 'Add an Actor tool by name to available tools. Do not execute the actor, only add it and list it in available tools. '
+                + 'Never run the tool without user consent! '
+                + 'For example, add a tool with username_name when user wants to scrape/extract data',
+            inputSchema: zodToJsonSchema(AddActorToToolsArgsSchema),
+            ajvValidate: ajv.compile(zodToJsonSchema(AddActorToToolsArgsSchema)),
+        },
+        {
+            name: InternalTools.REMOVE_ACTOR_FROM_TOOLS,
+            actorName: InternalTools.ADD_ACTOR_TO_TOOLS,
+            description: 'Remove an actor tool by name from available toos. '
+                + 'For example, when user says, I do not need a tool username_name anymore',
+            inputSchema: zodToJsonSchema(RemoveActorToolArgsSchema),
+            ajvValidate: ajv.compile(zodToJsonSchema(RemoveActorToolArgsSchema)),
+        },
+        {
+            name: InternalTools.GET_ACTOR_DETAILS,
+            actorName: InternalTools.GET_ACTOR_DETAILS,
+            description: 'Get documentation, readme, input schema and other details about Actor. '
+                + 'For example, when user says, I need to know more about web crawler Actor.'
+                + 'Get details for Actors with username_name.',
+            inputSchema: zodToJsonSchema(GetActorDefinition),
+            ajvValidate: ajv.compile(zodToJsonSchema(GetActorDefinition)),
+        },
+    ];
+}
+
+function transform(response: ActorStoreList): ActorStoreTruncated {
+    return {
+        name: response.name?.toString() || '',
+        username: response.username?.toString() || '',
+        title: response.title?.toString() || '',
+        description: response.description?.toString() || '',
+        stats: {
+            totalRuns: response.stats.totalRuns,
+            totalUsers: response.stats.totalUsers,
+            totalUsers7Days: response.stats.totalUsers7Days,
+            totalUsers30Days: response.stats.totalUsers30Days,
+        },
+        currentPricingInfo: response.currentPricingInfo || {} as PricingInfo,
+        url: response.url?.toString() || '',
+        totalStars: 'totalStars' in response ? (response.totalStars as number) : null,
+    };
+}
+
+export async function searchActorsByKeywords(
+    search: string,
+    limit: number | undefined = undefined,
+    offset: number | undefined = undefined,
+): Promise {
+    if (!process.env.APIFY_TOKEN) {
+        log.error('APIFY_TOKEN is required but not set. Please set it as an environment variable');
+        return null;
+    }
+    const client = new ApifyClient({ token: process.env.APIFY_TOKEN });
+    const results = await client.store().list({ search, limit, offset });
+    return results.items.map((x) => transform(x));
+}
diff --git a/src/main.ts b/src/main.ts
index b850a17..8444209 100644
--- a/src/main.ts
+++ b/src/main.ts
@@ -7,8 +7,9 @@ import type { ActorCallOptions } from 'apify-client';
 import type { Request, Response } from 'express';
 import express from 'express';
 
-import { HEADER_READINESS_PROBE, MAX_MEMORY_MBYTES, Routes } from './const.js';
+import { HEADER_READINESS_PROBE, Routes } from './const.js';
 import { processInput } from './input.js';
+import { getInternalTools } from './internalActorTools.js';
 import { log } from './logger.js';
 import { ApifyMcpServer } from './server.js';
 import type { Input } from './types.js';
@@ -36,7 +37,7 @@ async function processParamsAndUpdateTools(url: string) {
     const params = parse(url.split('?')[1] || '') as ParsedUrlQuery;
     delete params.token;
     log.debug(`Received input parameters: ${JSON.stringify(params)}`);
-    const input = await processInput(params as Input);
+    const input = await processInput(params as unknown as Input);
     if (input.actors) {
         await mcpServer.addToolsFromActors(input.actors as string[]);
     } else {
@@ -107,6 +108,9 @@ log.info(`Loaded input: ${JSON.stringify(input)} `);
 if (STANDBY_MODE) {
     log.info('Actor is running in the STANDBY mode.');
     await mcpServer.addToolsFromDefaultActors();
+    if (input.enableActorDiscovery) {
+        mcpServer.updateTools(getInternalTools());
+    }
     app.listen(PORT, () => {
         log.info(`The Actor web server is listening for user requests at ${HOST}`);
     });
@@ -116,7 +120,7 @@ if (STANDBY_MODE) {
     if (input && !input.debugActor && !input.debugActorInput) {
         await Actor.fail('If you need to debug a specific actor, please provide the debugActor and debugActorInput fields in the input');
     }
-    const options = { memory: MAX_MEMORY_MBYTES } as ActorCallOptions;
+    const options = { memory: input.maxActorMemoryBytes } as ActorCallOptions;
     await mcpServer.callActorGetDataset(input.debugActor!, input.debugActorInput!, options);
     await Actor.exit();
 }
diff --git a/src/server.ts b/src/server.ts
index 3e308ef..20f4a68 100644
--- a/src/server.ts
+++ b/src/server.ts
@@ -11,17 +11,25 @@ import type { ActorCallOptions } from 'apify-client';
 import { ApifyClient } from 'apify-client';
 import type { AxiosRequestConfig } from 'axios';
 
-import { getActorsAsTools } from './actorDefinition.js';
+import { filterSchemaProperties, getActorDefinition, getActorsAsTools, shortenProperties } from './actorDefinition.js';
 import {
     ACTOR_OUTPUT_MAX_CHARS_PER_ITEM,
     ACTOR_OUTPUT_TRUNCATED_MESSAGE,
     defaults,
+    InternalTools,
     SERVER_NAME,
     SERVER_VERSION,
     USER_AGENT_ORIGIN,
 } from './const.js';
+import {
+    RemoveActorToolArgsSchema,
+    AddActorToToolsArgsSchema,
+    DiscoverActorsArgsSchema,
+    searchActorsByKeywords,
+    GetActorDefinition,
+} from './internalActorTools.js';
 import { log } from './logger.js';
-import type { Tool } from './types';
+import type { SchemaProperties, Tool } from './types.js';
 
 /**
  * Create Apify MCP server
@@ -29,8 +37,9 @@ import type { Tool } from './types';
 export class ApifyMcpServer {
     private server: Server;
     private tools: Map;
+    private maxMemoryMbytes: number;
 
-    constructor() {
+    constructor(memoryMbytes: number = defaults.maxMemoryMbytes) {
         this.server = new Server(
             {
                 name: SERVER_NAME,
@@ -43,6 +52,7 @@ export class ApifyMcpServer {
             },
         );
         this.tools = new Map();
+        this.maxMemoryMbytes = memoryMbytes;
         this.setupErrorHandling();
         this.setupToolHandlers();
     }
@@ -79,16 +89,17 @@ export class ApifyMcpServer {
         if (!process.env.APIFY_TOKEN) {
             throw new Error('APIFY_TOKEN is required but not set. Please set it as an environment variable');
         }
+        const name = actorName.replace('_', '/');
         try {
-            log.info(`Calling actor ${actorName} with input: ${JSON.stringify(input)}`);
+            log.info(`Calling actor ${name} with input: ${JSON.stringify(input)}`);
 
             const options: ApifyClientOptions = { requestInterceptors: [this.addUserAgent] };
             const client = new ApifyClient({ ...options, token: process.env.APIFY_TOKEN });
-            const actorClient = client.actor(actorName);
+            const actorClient = client.actor(name);
 
             const results = await actorClient.call(input, callOptions);
             const dataset = await client.dataset(results.defaultDatasetId).listItems();
-            log.info(`Actor ${actorName} finished with ${dataset.items.length} items`);
+            log.info(`Actor ${name} finished with ${dataset.items.length} items`);
 
             if (process.env.APIFY_IS_AT_HOME) {
                 await Actor.pushData(dataset.items);
@@ -96,7 +107,7 @@ export class ApifyMcpServer {
             }
             return dataset.items;
         } catch (error) {
-            log.error(`Error calling actor: ${error}. Actor: ${actorName}, input: ${JSON.stringify(input)}`);
+            log.error(`Error calling actor: ${error}. Actor: ${name}, input: ${JSON.stringify(input)}`);
             throw new Error(`Error calling actor: ${error}`);
         }
     }
@@ -149,20 +160,56 @@ export class ApifyMcpServer {
             if (!tool) {
                 throw new Error(`Unknown tool: ${name}`);
             }
+            if (!args) {
+                throw new Error(`Missing arguments for tool: ${name}`);
+            }
             log.info(`Validate arguments for tool: ${tool.name} with arguments: ${JSON.stringify(args)}`);
             if (!tool.ajvValidate(args)) {
                 throw new Error(`Invalid arguments for tool ${tool.name}: args: ${JSON.stringify(args)} error: ${JSON.stringify(tool?.ajvValidate.errors)}`);
             }
 
             try {
-                const items = await this.callActorGetDataset(tool.actorName, args, { memory: tool.memoryMbytes } as ActorCallOptions);
-                const content = items.map((item) => {
-                    const text = JSON.stringify(item).slice(0, ACTOR_OUTPUT_MAX_CHARS_PER_ITEM);
-                    return text.length === ACTOR_OUTPUT_MAX_CHARS_PER_ITEM
-                        ? { type: 'text', text: `${text} ... ${ACTOR_OUTPUT_TRUNCATED_MESSAGE}` }
-                        : { type: 'text', text };
-                });
-                return { content };
+                switch (name) {
+                    case InternalTools.ADD_ACTOR_TO_TOOLS: {
+                        const parsed = AddActorToToolsArgsSchema.parse(args);
+                        await this.addToolsFromActors([parsed.name.replace('_', '/')]);
+                        return { content: [{ type: 'text', text: `Actor ${args.name} was added to tools` }] };
+                    }
+                    case InternalTools.REMOVE_ACTOR_FROM_TOOLS: {
+                        const parsed = RemoveActorToolArgsSchema.parse(args);
+                        this.tools.delete(parsed.name.replace('/', '_'));
+                        return { content: [{ type: 'text', text: `Actor ${args.name} was removed from tools` }] };
+                    }
+                    case InternalTools.DISCOVER_ACTORS: {
+                        const parsed = DiscoverActorsArgsSchema.parse(args);
+                        const actors = await searchActorsByKeywords(
+                            parsed.search,
+                            parsed.limit,
+                            parsed.offset,
+                        );
+                        return { content: actors?.map((item) => ({ type: 'text', text: JSON.stringify(item) })) };
+                    }
+                    case InternalTools.GET_ACTOR_DETAILS: {
+                        const parsed = GetActorDefinition.parse(args);
+                        const v = await getActorDefinition(parsed.name.replace('_', '/'));
+                        if (v && v.input && 'properties' in v.input && v.input) {
+                            const properties = filterSchemaProperties(v.input.properties as { [key: string]: SchemaProperties });
+                            v.input.properties = shortenProperties(properties);
+                        }
+                        const actorDefinitionShort = { description: v?.description, readme: v?.readme, input: v?.input };
+                        return { content: [{ type: 'text', text: JSON.stringify(actorDefinitionShort) }] };
+                    }
+                    default: {
+                        const items = await this.callActorGetDataset(tool.actorName, args, { memory: tool.memoryMbytes } as ActorCallOptions);
+                        const content = items.map((item) => {
+                            const text = JSON.stringify(item).slice(0, ACTOR_OUTPUT_MAX_CHARS_PER_ITEM);
+                            return text.length === ACTOR_OUTPUT_MAX_CHARS_PER_ITEM
+                                ? { type: 'text', text: `${text} ... ${ACTOR_OUTPUT_TRUNCATED_MESSAGE}` }
+                                : { type: 'text', text };
+                        });
+                        return { content };
+                    }
+                }
             } catch (error) {
                 log.error(`Error calling tool: ${error}`);
                 throw new Error(`Error calling tool: ${error}`);
diff --git a/src/types.ts b/src/types.ts
index 1c73cdc..b6cae2f 100644
--- a/src/types.ts
+++ b/src/types.ts
@@ -3,6 +3,8 @@ import type { ActorDefaultRunOptions, ActorDefinition } from 'apify-client';
 
 export type Input = {
     actors: string[] | string;
+    enableActorDiscovery?: boolean;
+    maxActorMemoryBytes?: number;
     debugActor?: string;
     debugActorInput?: unknown;
 };
@@ -25,8 +27,33 @@ export interface SchemaProperties {
     title: string;
     description: string;
     enum: string[]; // Array of string options for the enum
-    enumTitles: string[]; // Array of string titles for the enum
+    enumTitles?: string[]; // Array of string titles for the enum
     type: string; // Data type (e.g., "string")
     default: string;
     prefill: string;
 }
+
+//  ActorStoreList for actor-search tool
+export interface ActorStats {
+    totalRuns: number;
+    totalUsers: number;
+    totalUsers7Days: number;
+    totalUsers30Days: number;
+}
+
+export interface PricingInfo {
+    pricingModel?: string;
+    pricePerUnitUsd?: number;
+    trialMinutes?: number
+}
+
+export interface ActorStoreTruncated {
+    name: string;
+    username: string;
+    title?: string;
+    description?: string;
+    stats: ActorStats;
+    currentPricingInfo: PricingInfo;
+    url: string;
+    totalStars?: number | null;
+}

From c9c1a9dfbaa5797938f0fe6a9d65b637ea5e17fd Mon Sep 17 00:00:00 2001
From: Jiri Spilka 
Date: Tue, 28 Jan 2025 17:07:50 +0100
Subject: [PATCH 09/17] Move client to a separate repository. Update README.md

---
 .actor/input_schema.json                |   8 +-
 README.md                               |  28 ++-
 docs/actors-mcp-server.png              | Bin 120606 -> 202434 bytes
 src/{actorDefinition.ts => actors.ts}   |   4 +-
 src/const.ts                            |  10 +-
 src/frontend/mcpClient.ts               | 226 ------------------------
 src/frontend/public/client.js           | 185 -------------------
 src/frontend/public/index.html          | 202 ---------------------
 src/frontend/server.ts                  |  62 -------
 src/input.ts                            |   4 +-
 src/main.ts                             |   7 +-
 src/server.ts                           |  10 +-
 src/{internalActorTools.ts => tools.ts} |  30 ++--
 src/types.ts                            |   4 +-
 14 files changed, 66 insertions(+), 714 deletions(-)
 rename src/{actorDefinition.ts => actors.ts} (96%)
 delete mode 100644 src/frontend/mcpClient.ts
 delete mode 100644 src/frontend/public/client.js
 delete mode 100644 src/frontend/public/index.html
 delete mode 100644 src/frontend/server.ts
 rename src/{internalActorTools.ts => tools.ts} (96%)

diff --git a/.actor/input_schema.json b/.actor/input_schema.json
index e34fbfb..80b64bb 100644
--- a/.actor/input_schema.json
+++ b/.actor/input_schema.json
@@ -14,10 +14,10 @@
                 "lukaskrivka/google-maps-with-contact-details"
             ]
         },
-        "enableActorDiscovery": {
-            "title": "Enable Actor discovery based on your use-case (experimental)",
+        "enableActorAutoLoading": {
+            "title": "Enable automatic loading of Actors based on context and use-case (experimental, check if it supported by your client)",
             "type": "boolean",
-            "description": "If enabled, the server will automatically discover available Actors for your use case.\n\nThis feature is experimental and may not work as expected.",
+             "description": "When enabled, the server can dynamically add Actors as tools based on user requests and context. \n\nNote: Not all MCP clients support this feature. To try it, you can use the [Tester MCP Client](https://apify.com/jiri.spilka/tester-mcp-client). This is an experimental feature and may require client-specific support.",
             "default": false
         },
         "maxActorMemoryBytes": {
@@ -42,7 +42,7 @@
             "description": "Specify the input for the Actor that will be used for debugging in normal mode",
             "editor": "json",
             "prefill": {
-                "query": "hello world"
+            "query": "hello world"
             }
         }
     }
diff --git a/README.md b/README.md
index 714fb30..f0e0f7f 100644
--- a/README.md
+++ b/README.md
@@ -6,8 +6,8 @@ Implementation of an MCP server for all [Apify Actors](https://apify.com/store).
 This server enables interaction with one or more Apify Actors that can be defined in the MCP Server configuration.
 
 The server can be used in two ways:
-- πŸ‡¦ **Apify MCP Server Actor**: runs an HTTP server with MCP protocol via Server-Sent Events.
-- βΎ• **Apify MCP Server Stdio**: provides support for the MCP protocol via standard input/output stdio.
+- πŸ‡¦ **Apify MCP Server Actor**: runs an HTTP server with MCP and can be accessed via Server-Sent Events (SSE).
+- βΎ• **Apify MCP Server Stdio**: runs the server locally with MCP via standard input/output (stdio).
 
 # 🎯 What does Apify MCP server do?
 
@@ -19,8 +19,15 @@ For example it can:
 - use [Instagram Scraper](https://apify.com/apify/instagram-scraper) to scrape Instagram posts, profiles, places, photos, and comments
 - use [RAG Web Browser](https://apify.com/apify/web-scraper) to search the web, scrape the top N URLs, and return their content
 
+# MCP Clients
+
+To interact with the Apify MCP server, you can use MCP clients such as:
+- [Claude Desktop](https://claude.ai/download) (only Stdio support)
+- [LibreChat](https://www.librechat.ai/) (stdio and SSE support (yeah without Authorization header))
+- [Apify Tester MCP Client](https://apify.com/jiri.spilka/tester-mcp-client) (SSE support with Authorization headers)
+- other clients at [https://modelcontextprotocol.io/clients](https://modelcontextprotocol.io/clients)
+- more clients at [https://glama.ai/mcp/clients](https://glama.ai/mcp/clients)
 
-To interact with the Apify MCP server, you can use MCP clients such as [Claude Desktop](https://claude.ai/download), [LibreChat](https://www.librechat.ai/), or other [MCP clients](https://glama.ai/mcp/clients).
 Additionally, you can use simple example clients found in the [examples](https://github.com/apify/actor-mcp-server/tree/main/src/examples) directory.
 
 When you have Actors integrated with the MCP server, you can ask:
@@ -54,6 +61,8 @@ To learn more, check out the blog post: [What are AI Agents?](https://blog.apify
 
 ## Tools
 
+### Actors
+
 Any [Apify Actor](https://apify.com/store) can be used as a tool.
 By default, the server is pre-configured with the Actors specified below, but it can be overridden by providing Actor input.
 
@@ -79,6 +88,19 @@ You don't need to specify the input parameters or which Actor to call, everythin
 When a tool is called, the arguments are automatically passed to the Actor by the LLM.
 You can refer to the specific Actor's documentation for a list of available arguments.
 
+### Helper tools
+
+The server provides a set of helper tools to discover available Actors and retrieve their details:
+- `get-actor-details`: Retrieves documentation, input schema, and other details about a specific Actor.
+- `discover-actors`: Searches for relevant Actors using keywords and returns their details.
+
+There are also tools to manage the available tools list. However, dynamically adding and removing tools requires the MCP client to have the capability to manage the tools list, which is typically not supported.
+
+You can try this functionality using the [Apify Tester MCP Client](https://apify.com/jiri.spilka/tester-mcp-client) Actor. To enable it, set the `enableActorAutoLoading` parameter.
+
+- `add-actor-as-tool`: Adds an Actor by name to the available tools list without executing it, requiring user consent to run later.
+- `remove-actor-from-tool`: Removes an Actor by name from the available tools list when it's no longer needed.
+
 ## Prompt & Resources
 
 The server does not provide any resources and prompts.
diff --git a/docs/actors-mcp-server.png b/docs/actors-mcp-server.png
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z4n-?CaP$l2Ibbd7;)+gJkY!MSuFY106Ql`tU@YFs-L@Oq*Kr4vyrCme1AAoOle?#^+>+bV-
zyhIXI>S}NI1Cz%5rH6-y)#AmA!L*=VgleQsO<@ir;sz6tskZyx(9q}aMoGkLNTyVX
zKKA(0qpklE3e8qQ(d|#*1Q)^}je07n$8!c<2zv@v*95c9x|m@I=R4Z&9ee~EQY;*b
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zLtrxUPRcQDm|Leihm_DGkjepuQWR7J@`ELm_l40PU1h-5-g9iQkZ6ZX#GYwF3Z&J+
z1%gM9fcf5QNLb4(SjDb&aA<=W)e5&Gej0fD9J&-0e897LHG!*oqT!VO&fDL}UPTuR
zh-prI;pH#D&H&}_?}9HSp5kDqf9IxKn&J1w?&lKf&BO^^El}!EX;iQ=tmMj{ordKI
zC|#J`4u$Bd27+J!U$568>?Qaep0$55Y}aOu2@jXJe_jH?62Cts@qaoe8a`_`YgrW8
Tc$+#B {
                 tools.push({
                     name: result.name.replace('/', '_'),
                     actorName: result.name,
-                    description: result.description,
+                    description: `${result.description} Instructions: ${ACTOR_ADDITIONAL_INSTRUCTIONS}`,
                     inputSchema: result.input || {},
                     ajvValidate: ajv.compile(result.input || {}),
                     memoryMbytes: memoryMbytes > defaults.maxMemoryMbytes ? defaults.maxMemoryMbytes : memoryMbytes,
diff --git a/src/const.ts b/src/const.ts
index a3ca63d..be4f97c 100644
--- a/src/const.ts
+++ b/src/const.ts
@@ -2,10 +2,7 @@ export const SERVER_NAME = 'apify-mcp-server';
 export const SERVER_VERSION = '0.1.0';
 
 export const HEADER_READINESS_PROBE = 'x-apify-container-server-readiness-probe';
-
 export const MAX_DESCRIPTION_LENGTH = 500;
-export const MAX_TOOL_CALL_COUNT = 10;
-
 export const USER_AGENT_ORIGIN = 'Origin/mcp-server';
 
 export const defaults = {
@@ -14,12 +11,15 @@ export const defaults = {
         'apify/rag-web-browser',
         'lukaskrivka/google-maps-with-contact-details',
     ],
-    maxMemoryMbytes: 4098,
+    enableActorAutoLoading: false,
+    maxMemoryMbytes: 4096,
 };
 
 export const ACTOR_OUTPUT_MAX_CHARS_PER_ITEM = 5_000;
 export const ACTOR_OUTPUT_TRUNCATED_MESSAGE = `Output was truncated because it will not fit into context.`
-    + ` There is no reason to call this tool again!`;
+    + `There is no reason to call this tool again!`;
+export const ACTOR_ADDITIONAL_INSTRUCTIONS = 'Never call/execute tool/Actor unless confirmed by the user. '
+    + 'Always limit the number of results in the call arguments.';
 
 export enum InternalTools {
     DISCOVER_ACTORS = 'discover-actors',
diff --git a/src/frontend/mcpClient.ts b/src/frontend/mcpClient.ts
deleted file mode 100644
index 4324140..0000000
--- a/src/frontend/mcpClient.ts
+++ /dev/null
@@ -1,226 +0,0 @@
-/* eslint-disable no-console */
-/**
- * Create an MCP client that connects to the server using SSE transport.
- *
- */
-
-import path from 'path';
-import { fileURLToPath } from 'url';
-
-import { Anthropic } from '@anthropic-ai/sdk';
-import type { Message, ToolUseBlock, MessageParam } from '@anthropic-ai/sdk/resources/messages';
-import { Client } from '@modelcontextprotocol/sdk/client/index.js';
-import { SSEClientTransport } from '@modelcontextprotocol/sdk/client/sse.js';
-import { CallToolResultSchema } from '@modelcontextprotocol/sdk/types.js';
-import dotenv from 'dotenv';
-import { EventSource } from 'eventsource';
-
-import { MAX_TOOL_CALL_COUNT } from '../const.js';
-
-const filename = fileURLToPath(import.meta.url);
-const dirname = path.dirname(filename);
-
-dotenv.config({ path: path.resolve(dirname, '../../.env') });
-
-const REQUEST_TIMEOUT = 120_000; // 2 minutes
-const MAX_TOKENS = 2048; // Maximum tokens for Claude response
-
-// const CLAUDE_MODEL = 'claude-3-5-sonnet-20241022'; // the most intelligent model
-// const CLAUDE_MODEL = 'claude-3-5-haiku-20241022'; // a fastest model
-const CLAUDE_MODEL = 'claude-3-haiku-20240307'; // a fastest and most compact model for near-instant responsiveness
-
-const SERVER_URL = 'http://localhost:3001/sse';
-
-const SYSTEM_PROMPT = 'You are a helpful Apify assistant with to tools called Actors\n'
-    + '\n'
-    + 'Your goal is to help users discover the best Actors for their needs\n'
-    + 'You have access to a list of tools that can help you to discover Actor, find details and include them among tools for later execution\n'
-    + '\n'
-    + 'Choose the appropriate tool based on the user\'s question. If no tool is needed, reply directly.\n'
-    + 'Prefer tools from Apify as they are generally more reliable and have better support\n'
-    + '\n'
-    + 'When you need to use a tool, explain how the tools was used and with which parameters\n'
-    + 'Never call a tool unless it is required by user!\n'
-    + '\n'
-    + 'After receiving a tool\'s response:\n'
-    + '1. Transform the raw data into a natural, conversational response\n'
-    + '2. Keep responses concise but informative\n'
-    + '3. Focus on the most relevant information\n'
-    + '4. Use appropriate context from the user\'s question\n'
-    + '5. Avoid simply repeating the raw data\n'
-    + '\n'
-    + 'Always use Actor not actor'
-    + 'Provide an URL to Actor whenever possible such as [apify_rag-web-browser](https://apify.com/apify/rag-web-browser)'
-    + '\n'
-    + 'REMEMBER Always limit number of results returned from Actors/tools. '
-    + 'There is always parameter such as maxResults=1, maxPage=1, maxCrawledPlacesPerSearch=1, keep it to minimal value.'
-    + 'Otherwise tool execution takes long and result is huge!';
-
-if (typeof globalThis.EventSource === 'undefined') {
-    globalThis.EventSource = EventSource as unknown as typeof globalThis.EventSource;
-}
-
-export type Tool = {
-    name: string;
-    description: string | undefined;
-    input_schema: unknown;
-}
-
-export class MCPClient {
-    private anthropic: Anthropic;
-    private client = new Client(
-        { name: 'example-client', version: '0.1.0' },
-        { capabilities: {} },
-    );
-
-    private tools: Tool[] = [];
-
-    constructor() {
-        this.anthropic = new Anthropic({ apiKey: process.env.ANTHROPIC_API_KEY });
-    }
-
-    /**
-     * Start the server using node and provided server script path.
-     * Connect to the server using stdio transport and list available tools.
-     */
-    async connectToServer() {
-        const transport = new SSEClientTransport(
-            new URL(SERVER_URL),
-            {
-                requestInit: {
-                    headers: {
-                        authorization: `Bearer ${process.env.APIFY_TOKEN}`,
-                    },
-                },
-                eventSourceInit: {
-                    // The EventSource package augments EventSourceInit with a "fetch" parameter.
-                    // You can use this to set additional headers on the outgoing request.
-                    // Based on this example: https://github.com/modelcontextprotocol/typescript-sdk/issues/118
-                    async fetch(input: Request | URL | string, init?: RequestInit) {
-                        const headers = new Headers(init?.headers || {});
-                        headers.set('authorization', `Bearer ${process.env.APIFY_TOKEN}`);
-                        return fetch(input, { ...init, headers });
-                    },
-                    // We have to cast to "any" to use it, since it's non-standard
-                } as any, // eslint-disable-line @typescript-eslint/no-explicit-any
-            },
-        );
-        await this.client.connect(transport);
-        await this.updateTools();
-    }
-
-    async updateTools() {
-        const response = await this.client.listTools();
-        this.tools = response.tools.map((x) => ({
-            name: x.name,
-            description: x.description,
-            input_schema: x.inputSchema,
-        }));
-        console.log('Connected to server with tools:', this.tools.map((x) => x.name));
-    }
-
-    /**
-     * Process LLM response and check whether it contains any tool calls.
-     * If a tool call is found, call the tool and return the response and save the results to messages with type: user.
-     * If the tools response is too large, truncate it to the limit.
-     */
-    async processMsg(response: Message, messages: MessageParam[]): Promise {
-        for (const content of response.content) {
-            if (content.type === 'text') {
-                messages.push({ role: 'assistant', content: content.text });
-            } else if (content.type === 'tool_use') {
-                await this.handleToolCall(content, messages);
-            }
-        }
-        return messages;
-    }
-
-    /**
-     * Call the tool and return the response.
-     */
-    private async handleToolCall(content: ToolUseBlock, messages: MessageParam[], toolCallCount = 0): Promise {
-        messages.push({
-            role: 'assistant',
-            content: [
-                { id: content.id, input: content.input, name: content.name, type: 'tool_use' },
-            ],
-        });
-        // eslint-disable-next-line @typescript-eslint/no-explicit-any
-        const params = { name: content.name, arguments: content.input as any };
-        console.log(`[internal] Calling tool (count: ${toolCallCount}): ${JSON.stringify(params)}`);
-        let results;
-        try {
-            results = await this.client.callTool(params, CallToolResultSchema, { timeout: REQUEST_TIMEOUT });
-            if (results.content instanceof Array && results.content.length !== 0) {
-                const text = results.content.map((x) => x.text);
-                messages.push({
-                    role: 'user',
-                    content: [{
-                        tool_use_id: content.id,
-                        type: 'tool_result',
-                        content: text.join('\n\n'),
-                        is_error: false,
-                    }],
-                });
-            } else {
-                messages.push({
-                    role: 'user',
-                    content: [{
-                        tool_use_id: content.id,
-                        type: 'tool_result',
-                        content: `No results retrieved from ${params.name}`,
-                        is_error: true,
-                    }],
-                });
-            }
-        } catch (error) {
-            messages.push({
-                role: 'user',
-                content: [{
-                    tool_use_id: content.id,
-                    type: 'tool_result',
-                    content: `Error when calling tool ${params.name}, error: ${error}`,
-                    is_error: true,
-                }],
-            });
-        }
-        console.log(`[internal] Received response`);
-        console.log(`[internal] Send response`);
-        await this.updateTools(); // update tools in the case a new tool was added
-        // Get next response from Claude
-        const nextResponse: Message = await this.anthropic.messages.create({
-            model: CLAUDE_MODEL,
-            max_tokens: MAX_TOKENS,
-            messages,
-            system: SYSTEM_PROMPT,
-            tools: this.tools as any[], // eslint-disable-line @typescript-eslint/no-explicit-any
-        });
-
-        for (const c of nextResponse.content) {
-            if (c.type === 'text') {
-                messages.push({ role: 'assistant', content: c.text });
-            } else if (c.type === 'tool_use' && toolCallCount < MAX_TOOL_CALL_COUNT) {
-                return await this.handleToolCall(c, messages, toolCallCount + 1);
-            }
-        }
-        console.log(`[internal] Return messages`);
-        return messages;
-    }
-
-    /**
-     * Process user query by sending it to the server and returning the response.
-     * Also, process any tool calls.
-     */
-    async processQuery(query: string, messages: MessageParam[]): Promise {
-        messages.push({ role: 'user', content: query });
-        const response: Message = await this.anthropic.messages.create({
-            model: CLAUDE_MODEL,
-            max_tokens: MAX_TOKENS,
-            messages,
-            system: SYSTEM_PROMPT,
-            tools: this.tools as any[], // eslint-disable-line @typescript-eslint/no-explicit-any
-        });
-        console.log('[internal] Received response from Claude:', JSON.stringify(response.content));
-        return await this.processMsg(response, messages);
-    }
-}
diff --git a/src/frontend/public/client.js b/src/frontend/public/client.js
deleted file mode 100644
index 425c94c..0000000
--- a/src/frontend/public/client.js
+++ /dev/null
@@ -1,185 +0,0 @@
-// client.js
-const chatLog = document.getElementById('chatLog');
-const queryInput = document.getElementById('queryInput');
-const sendBtn = document.getElementById('sendBtn');
-const spinner = document.getElementById('spinner');
-
-// Keep track of all messages
-const messages = [];
-
-/**
- * formatAnyContent(content):
- *   - If content is a string -> run your normal markdown/HTML formatting.
- *   - If it's an array -> check for tool-related messages, collapse them, etc.
- *   - If it's an object -> show a JSON-encoded 
 block.
- */
-function formatAnyContent(content) {
-    // If you have a separate function that does markdown β†’ HTML, keep it:
-    function formatMarkdown(text) {
-        let safe = text
-            .replace(/&/g, '&')
-            .replace(//g, '>');
-
-        // Then apply some naive markdown transforms:
-        // 1) Fenced code blocks: ```...```
-        safe = safe.replace(/```([\s\S]*?)```/g, '
$1
');
-        // 2) Inline code: `...`
-        safe = safe.replace(/`([^`]+)`/g, '$1');
-        // 3) Bold: **text**
-        safe = safe.replace(/\*\*([^*]+)\*\*/g, '$1');
-        // 4) Italics: *text*
-        safe = safe.replace(/\*([^*]+)\*/g, '$1');
-        // 5) Replace newlines with 

-        safe = safe.replace(/\n/g, '
');
-        // 6) Replace markdown links [text](url) with text
-        safe = safe.replace(/\[([^\]]+)\]\(([^)]+)\)/g, '$1');
-
-        return safe;
-    }
-
-    // 1) If content is a simple string, just format it
-    if (typeof content === 'string') {
-        return formatMarkdown(content);
-    }
-
-    // 2) If content is an array, loop through each item
-    if (Array.isArray(content)) {
-        return content.map((item) => {
-            // e.g. detect "tool_use", "tool_result"
-            if (item.type === 'tool_use') {
-                // Display it collapsed
-                return `
-

-  Tool use: ${item.name}
-  

-    ID: ${item.id || 'unknown'}
-  

-  
${escapeHTML(JSON.stringify(item.input, null, 2))}

-

-`;
-            } if (item.type === 'tool_result') {
-                // Try to parse the content as JSON, pretty-print
-                let parsed = null;
-                let pretty = '';
-                try {
-                    parsed = JSON.parse(item.content);
-                    pretty = JSON.stringify(parsed, null, 2);
-                } catch {
-                    // Fallback if not valid JSON
-                    pretty = item.content;
-                }
-
-                const summary = item.is_error ? 'Tool Result (Error)' : 'Tool Result';
-                return `
-

-  ${summary}
-  
${escapeHTML(pretty)}

-

-`;
-            }
-            // Otherwise, fallback to raw JSON
-            return `
${JSON.stringify(item, null, 2)}
`;
-        }).join('\n');
-    }
-
-    // 3) If content is a plain object, show JSON
-    if (typeof content === 'object' && content !== null) {
-        return `
${JSON.stringify(content, null, 2)}
`;
-    }
-
-    // 4) If all else fails, just coerce to string
-    return String(content);
-}
-
-/**
- * A simple function to escape HTML special chars (used inside 
 if needed).
- */
-function escapeHTML(str) {
-    if (typeof str !== 'string') return String(str);
-    return str
-        .replace(/&/g, '&')
-        .replace(//g, '>');
-}
-
-/**
- * Convert basic Markdown-like syntax to HTML.
- * - Replaces triple backticks ```...``` with 
...

- * - Replaces single backticks `...` with ...
- * - Replaces **bold** text
- * - Replaces *italics* text
- * - Replaces newlines with 
 for better multiline display
- */
-
-/**
- * Append a message to the chat log
- */
-function appendMessage(role, content) {
-    const row = document.createElement('div');
-    row.className = 'message-row';
-
-    if (role === 'user') {
-        row.classList.add('user-message');
-    } else if (role === 'assistant') {
-        row.classList.add('assistant-message');
-    } else {
-        row.classList.add('internal-message');
-    }
-
-    // Create the bubble
-    const bubble = document.createElement('div');
-    bubble.className = `bubble ${role}`;
-
-    // Transform markdown in the message text
-    bubble.innerHTML = formatAnyContent(content);
-
-    row.appendChild(bubble);
-    chatLog.appendChild(row);
-
-    // Scroll to the bottom
-    chatLog.scrollTop = chatLog.scrollHeight;
-}
-
-/**
- * Send a message to the server
- */
-async function sendQuery(query) {
-    spinner.style.display = 'inline-block';
-    try {
-        const response = await fetch('/api/chat', {
-            method: 'POST',
-            headers: { 'Content-Type': 'application/json' },
-            body: JSON.stringify({ query, messages }),
-        });
-        const data = await response.json();
-        if (data && data.newMessages) {
-            data.newMessages.forEach((msg) => {
-                messages.push(msg);
-                appendMessage(msg.role, msg.content);
-            });
-        }
-    } catch (err) {
-        console.error('Error calling server:', err); // eslint-disable-line no-console
-        appendMessage('internal', `Error calling server: ${err.message}`);
-    }
-    spinner.style.display = 'none';
-}
-
-/** EVENT HANDLERS * */
-
-// Click the "Send" button
-sendBtn.addEventListener('click', () => {
-    const query = queryInput.value.trim();
-    if (query) {
-        sendQuery(query);
-        queryInput.value = '';
-    }
-});
-
-// Press Enter to send
-queryInput.addEventListener('keydown', (e) => {
-    if (e.key === 'Enter') {
-        sendBtn.click();
-    }
-});
diff --git a/src/frontend/public/index.html b/src/frontend/public/index.html
deleted file mode 100644
index 6a56087..0000000
--- a/src/frontend/public/index.html
+++ /dev/null
@@ -1,202 +0,0 @@
-
-
-
-    
-    MCP Client for Apify Actors
-    
-
-
-
MCP Client for Apify Actors

-
-

-    
-    

-
-    
-    

-        
-        
-        
-        
-    

-

-
-
-
-
-
diff --git a/src/frontend/server.ts b/src/frontend/server.ts
deleted file mode 100644
index 3486ef3..0000000
--- a/src/frontend/server.ts
+++ /dev/null
@@ -1,62 +0,0 @@
-import path from 'path';
-import { fileURLToPath } from 'url';
-
-import dotenv from 'dotenv';
-import express from 'express';
-import type { Request, Response } from 'express';
-
-import { MCPClient } from './mcpClient.js';
-
-// Load environment variables
-dotenv.config();
-
-const filename = fileURLToPath(import.meta.url);
-const dirname = path.dirname(filename);
-
-const app = express();
-app.use(express.json());
-
-// Serve your public folder (where index.html is located)
-// Adjust if you keep it in a different directory
-app.use(express.static(path.join(dirname, 'public')));
-
-// Create a single instance of your MCP client
-const client = new MCPClient();
-let isConnected = false;
-
-/**
- * POST /api/chat
- * Receives: { query: string, messages: MessageParam[] }
- * Returns: { newMessages: MessageParam[] }
- */
-app.post('/api/chat', async (req: Request, res: Response) : Promise => {
-    try {
-        console.log('Received POST /api/chat:'); // eslint-disable-line no-console
-        const { query, messages } = req.body;
-        if (!isConnected) {
-            // Connect to server once, the same way your original code does
-            // Pass the arguments needed for your server script if needed:
-            await client.connectToServer();
-            isConnected = true;
-        }
-        // process the query with your existing logic
-        const nrMessagesBefore = messages.length;
-        const updatedMessages = await client.processQuery(query, messages);
-
-        // newMessages = whatever was appended to messages by the call
-        // i.e. everything after the original length
-        const newMessages = updatedMessages.slice(nrMessagesBefore);
-
-        return res.json({ newMessages });
-    } catch (error) {
-        console.error('Error in /api/chat:', error); // eslint-disable-line no-console
-        res.status(500).json({ error: (error as Error).message || 'Internal server error' });
-        return res.end();
-    }
-});
-
-// Start the server
-const PORT = process.env.PORT || 3000;
-app.listen(PORT, () => {
-    console.log(`Server listening on port ${PORT}`); // eslint-disable-line no-console
-});
diff --git a/src/input.ts b/src/input.ts
index 94cb256..a59bc1a 100644
--- a/src/input.ts
+++ b/src/input.ts
@@ -12,8 +12,8 @@ export async function processInput(originalInput: Partial): Promise format.trim()) as string[];
     }
-    if (!input.enableActorDiscovery) {
-        input.enableActorDiscovery = false;
+    if (!input.enableActorAutoLoading) {
+        input.enableActorAutoLoading = false;
     }
     return input;
 }
diff --git a/src/main.ts b/src/main.ts
index 8444209..59dd56d 100644
--- a/src/main.ts
+++ b/src/main.ts
@@ -9,9 +9,9 @@ import express from 'express';
 
 import { HEADER_READINESS_PROBE, Routes } from './const.js';
 import { processInput } from './input.js';
-import { getInternalTools } from './internalActorTools.js';
 import { log } from './logger.js';
 import { ApifyMcpServer } from './server.js';
+import {getActorDiscoveryTools, getActorAutoLoadingTools} from './tools.js';
 import type { Input } from './types.js';
 
 await Actor.init();
@@ -108,8 +108,9 @@ log.info(`Loaded input: ${JSON.stringify(input)} `);
 if (STANDBY_MODE) {
     log.info('Actor is running in the STANDBY mode.');
     await mcpServer.addToolsFromDefaultActors();
-    if (input.enableActorDiscovery) {
-        mcpServer.updateTools(getInternalTools());
+    mcpServer.updateTools(getActorDiscoveryTools());
+    if (input.enableActorAutoLoading) {
+        mcpServer.updateTools(getActorAutoLoadingTools());
     }
     app.listen(PORT, () => {
         log.info(`The Actor web server is listening for user requests at ${HOST}`);
diff --git a/src/server.ts b/src/server.ts
index 20f4a68..2e68da3 100644
--- a/src/server.ts
+++ b/src/server.ts
@@ -11,7 +11,7 @@ import type { ActorCallOptions } from 'apify-client';
 import { ApifyClient } from 'apify-client';
 import type { AxiosRequestConfig } from 'axios';
 
-import { filterSchemaProperties, getActorDefinition, getActorsAsTools, shortenProperties } from './actorDefinition.js';
+import { filterSchemaProperties, getActorDefinition, getActorsAsTools, shortenProperties } from './actors.js';
 import {
     ACTOR_OUTPUT_MAX_CHARS_PER_ITEM,
     ACTOR_OUTPUT_TRUNCATED_MESSAGE,
@@ -21,14 +21,14 @@ import {
     SERVER_VERSION,
     USER_AGENT_ORIGIN,
 } from './const.js';
+import { log } from './logger.js';
 import {
     RemoveActorToolArgsSchema,
     AddActorToToolsArgsSchema,
     DiscoverActorsArgsSchema,
     searchActorsByKeywords,
     GetActorDefinition,
-} from './internalActorTools.js';
-import { log } from './logger.js';
+} from './tools.js';
 import type { SchemaProperties, Tool } from './types.js';
 
 /**
@@ -37,9 +37,8 @@ import type { SchemaProperties, Tool } from './types.js';
 export class ApifyMcpServer {
     private server: Server;
     private tools: Map;
-    private maxMemoryMbytes: number;
 
-    constructor(memoryMbytes: number = defaults.maxMemoryMbytes) {
+    constructor() {
         this.server = new Server(
             {
                 name: SERVER_NAME,
@@ -52,7 +51,6 @@ export class ApifyMcpServer {
             },
         );
         this.tools = new Map();
-        this.maxMemoryMbytes = memoryMbytes;
         this.setupErrorHandling();
         this.setupToolHandlers();
     }
diff --git a/src/internalActorTools.ts b/src/tools.ts
similarity index 96%
rename from src/internalActorTools.ts
rename to src/tools.ts
index f28e073..8d1a765 100644
--- a/src/internalActorTools.ts
+++ b/src/tools.ts
@@ -46,20 +46,9 @@ export const GetActorDefinition = z.object({
         + 'For example, username, name that leads to username_name. Never use name or username only'),
 });
 
-export function getInternalTools(): Tool[] {
+export function getActorAutoLoadingTools(): Tool[] {
     const ajv = new Ajv({ coerceTypes: 'array', strict: false });
     return [
-        {
-            name: InternalTools.DISCOVER_ACTORS,
-            actorName: InternalTools.DISCOVER_ACTORS,
-            description: `Discover available Actors using full text search using keywords.`
-                + `Users try to discover Actors using free form query in this case search query needs to be converted to full text search. `
-                + `Prefer Actors from Apify as they are generally more reliable and have better support. `
-                + `Returns a list of Actors with name, description, statistics, and URL. `
-                + `Always limit number of results returned but ensure that the most relevant results are returned. `,
-            inputSchema: zodToJsonSchema(DiscoverActorsArgsSchema),
-            ajvValidate: ajv.compile(zodToJsonSchema(DiscoverActorsArgsSchema)),
-        },
         {
             name: InternalTools.ADD_ACTOR_TO_TOOLS,
             actorName: InternalTools.ADD_ACTOR_TO_TOOLS,
@@ -77,6 +66,23 @@ export function getInternalTools(): Tool[] {
             inputSchema: zodToJsonSchema(RemoveActorToolArgsSchema),
             ajvValidate: ajv.compile(zodToJsonSchema(RemoveActorToolArgsSchema)),
         },
+        ]
+}
+
+export function getActorDiscoveryTools(): Tool[] {
+    const ajv = new Ajv({ coerceTypes: 'array', strict: false });
+    return [
+        {
+            name: InternalTools.DISCOVER_ACTORS,
+            actorName: InternalTools.DISCOVER_ACTORS,
+            description: `Discover available Actors using full text search using keywords.`
+                + `Users try to discover Actors using free form query in this case search query needs to be converted to full text search. `
+                + `Prefer Actors from Apify as they are generally more reliable and have better support. `
+                + `Returns a list of Actors with name, description, statistics, and URL. `
+                + `Always limit number of results returned but ensure that the most relevant results are returned. `,
+            inputSchema: zodToJsonSchema(DiscoverActorsArgsSchema),
+            ajvValidate: ajv.compile(zodToJsonSchema(DiscoverActorsArgsSchema)),
+        },
         {
             name: InternalTools.GET_ACTOR_DETAILS,
             actorName: InternalTools.GET_ACTOR_DETAILS,
diff --git a/src/types.ts b/src/types.ts
index b6cae2f..bd8f877 100644
--- a/src/types.ts
+++ b/src/types.ts
@@ -3,7 +3,7 @@ import type { ActorDefaultRunOptions, ActorDefinition } from 'apify-client';
 
 export type Input = {
     actors: string[] | string;
-    enableActorDiscovery?: boolean;
+    enableActorAutoLoading?: boolean;
     maxActorMemoryBytes?: number;
     debugActor?: string;
     debugActorInput?: unknown;
@@ -20,7 +20,7 @@ export interface Tool {
     description: string;
     inputSchema: object;
     ajvValidate: ValidateFunction;
-    memoryMbytes: number;
+    memoryMbytes?: number;
 }
 
 export interface SchemaProperties {

From 984c769d9ad3797f077b18752c3a799cc0083751 Mon Sep 17 00:00:00 2001
From: Jiri Spilka 
Date: Tue, 28 Jan 2025 21:59:51 +0100
Subject: [PATCH 10/17] Fix lint issues

---
 src/main.ts  | 2 +-
 src/tools.ts | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/main.ts b/src/main.ts
index 59dd56d..767eac9 100644
--- a/src/main.ts
+++ b/src/main.ts
@@ -11,7 +11,7 @@ import { HEADER_READINESS_PROBE, Routes } from './const.js';
 import { processInput } from './input.js';
 import { log } from './logger.js';
 import { ApifyMcpServer } from './server.js';
-import {getActorDiscoveryTools, getActorAutoLoadingTools} from './tools.js';
+import { getActorDiscoveryTools, getActorAutoLoadingTools } from './tools.js';
 import type { Input } from './types.js';
 
 await Actor.init();
diff --git a/src/tools.ts b/src/tools.ts
index 8d1a765..3351321 100644
--- a/src/tools.ts
+++ b/src/tools.ts
@@ -66,7 +66,7 @@ export function getActorAutoLoadingTools(): Tool[] {
             inputSchema: zodToJsonSchema(RemoveActorToolArgsSchema),
             ajvValidate: ajv.compile(zodToJsonSchema(RemoveActorToolArgsSchema)),
         },
-        ]
+    ];
 }
 
 export function getActorDiscoveryTools(): Tool[] {

From 166cfe3638d23d20cd37dfd8bbabce2808003242 Mon Sep 17 00:00:00 2001
From: Jiri Spilka 
Date: Tue, 28 Jan 2025 22:01:25 +0100
Subject: [PATCH 11/17] Update README.md

---
 README.md | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/README.md b/README.md
index f0e0f7f..c93a50b 100644
--- a/README.md
+++ b/README.md
@@ -9,6 +9,8 @@ The server can be used in two ways:
 - πŸ‡¦ **Apify MCP Server Actor**: runs an HTTP server with MCP and can be accessed via Server-Sent Events (SSE).
 - βΎ• **Apify MCP Server Stdio**: runs the server locally with MCP via standard input/output (stdio).
 
+You can test the MCP server using [Apify Tester MCP Client](https://apify.com/jiri.spilka/tester-mcp-client)
+
 # 🎯 What does Apify MCP server do?
 
 The MCP Server Actor allows an AI assistant to use any [Apify Actor](https://apify.com/store) as a tool to perform a specific task.

From a6ad0596b25164eb26ba8fb918537f364c779766 Mon Sep 17 00:00:00 2001
From: Jiri Spilka 
Date: Tue, 28 Jan 2025 22:05:28 +0100
Subject: [PATCH 12/17] Update input_schema.json

---
 .actor/input_schema.json | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/.actor/input_schema.json b/.actor/input_schema.json
index 80b64bb..90189ec 100644
--- a/.actor/input_schema.json
+++ b/.actor/input_schema.json
@@ -17,14 +17,13 @@
         "enableActorAutoLoading": {
             "title": "Enable automatic loading of Actors based on context and use-case (experimental, check if it supported by your client)",
             "type": "boolean",
-             "description": "When enabled, the server can dynamically add Actors as tools based on user requests and context. \n\nNote: Not all MCP clients support this feature. To try it, you can use the [Tester MCP Client](https://apify.com/jiri.spilka/tester-mcp-client). This is an experimental feature and may require client-specific support.",
+            "description": "When enabled, the server can dynamically add Actors as tools based on user requests and context. \n\nNote: Not all MCP clients support this feature. To try it, you can use the [Tester MCP Client](https://apify.com/jiri.spilka/tester-mcp-client). This is an experimental feature and may require client-specific support.",
             "default": false
         },
         "maxActorMemoryBytes": {
             "title": "Limit the maximum memory used by an Actor",
-            "type": "string",
+            "type": "integer",
             "description": "Limit the maximum memory used by an Actor in bytes. This is important setting for Free plan users to avoid exceeding the memory limit.",
-            "editor": "integer",
             "prefill": 4096,
             "default": 4096
         },

From c27c3811534b378a6f521b8be49b35ca68ecbde3 Mon Sep 17 00:00:00 2001
From: Jiri Spilka 
Date: Tue, 28 Jan 2025 22:26:50 +0100
Subject: [PATCH 13/17] Update README.md and clientSse.ts

---
 README.md                 | 12 +++++++-----
 src/examples/clientSse.ts |  2 +-
 2 files changed, 8 insertions(+), 6 deletions(-)

diff --git a/README.md b/README.md
index c93a50b..7cc609e 100644
--- a/README.md
+++ b/README.md
@@ -9,7 +9,7 @@ The server can be used in two ways:
 - πŸ‡¦ **Apify MCP Server Actor**: runs an HTTP server with MCP and can be accessed via Server-Sent Events (SSE).
 - βΎ• **Apify MCP Server Stdio**: runs the server locally with MCP via standard input/output (stdio).
 
-You can test the MCP server using [Apify Tester MCP Client](https://apify.com/jiri.spilka/tester-mcp-client)
+You can test the MCP server using [Tester MCP Client](https://apify.com/jiri.spilka/tester-mcp-client)
 
 # 🎯 What does Apify MCP server do?
 
@@ -134,10 +134,13 @@ https://actors-mcp-server-task.apify.actor?token=
 
 You can find a list of all available Actors in the [Apify Store](https://apify.com/store).
 
-#### πŸ’¬ Interact with the MCP Server
+#### πŸ’¬ Interact with the MCP Server over SSE
 
 Once the server is running, you can interact with Server-Sent Events (SSE) to send messages to the server and receive responses.
-You can use MCP clients such as [Superinference.ai](https://superinterface.ai/) or [LibreChat](https://www.librechat.ai/).
+The easiest way is to use [Tester MCP Client](https://apify.com/jiri.spilka/tester-mcp-client) on Apify.
+
+Other clients do not support SSE yet, but this will likely change.
+Please verify if MCP clients such ass [Superinference.ai](https://superinterface.ai/) or [LibreChat](https://www.librechat.ai/) support SSE with custom headers.
 ([Claude Desktop](https://claude.ai/download) does not support SSE transport yet, see [Claude Desktop Configuration](#claude-desktop) section for more details).
 
 In the client settings you need to provide server configuration:
@@ -365,10 +368,9 @@ Enum fields and titles are truncated to max 50 options.
 Memory for each Actor is limited to 4GB.
 Free users have an 8GB limit, 128MB needs to be allocated for running `Actors-MCP-Server`.
 
-If you need other features or have any feedback, please [submit an issue](https://console.apify.com/actors/3ox4R101TgZz67sLr/issues) in Apify Console to let us know.
+If you need other features or have any feedback, please [submit an issue](https://console.apify.com/actors/1lSvMAaRcadrM1Vgv/issues) in Apify Console to let us know.
 
 # πŸš€ Roadmap (January 2025)
 
-- Document examples for [LibreChat](https://www.librechat.ai/).
 - Add Apify's dataset and key-value store as resources.
 - Add tools such as Actor logs and Actor runs for debugging.
diff --git a/src/examples/clientSse.ts b/src/examples/clientSse.ts
index 1e35a77..53ab4ee 100644
--- a/src/examples/clientSse.ts
+++ b/src/examples/clientSse.ts
@@ -3,6 +3,7 @@
  * Connect to the MCP server using SSE transport and call a tool.
  * The Actors MCP Server will load default Actors.
  *
+ * It requires the `APIFY_TOKEN` in the `.env` file.
  */
 
 import path from 'path';
@@ -15,7 +16,6 @@ import dotenv from 'dotenv';
 import { EventSource } from 'eventsource';
 
 const REQUEST_TIMEOUT = 120_000; // 2 minutes
-// Resolve dirname equivalent in ES module
 const filename = fileURLToPath(import.meta.url);
 const dirname = path.dirname(filename);
 

From a9eb57d03d4e8c10cf4ecaa36084f9a64fb05d8f Mon Sep 17 00:00:00 2001
From: Jiri Spilka 
Date: Wed, 29 Jan 2025 15:25:24 +0100
Subject: [PATCH 14/17] Prune Actor information

---
 src/actors.ts | 38 ++++++++++++++++++++++++++------
 src/server.ts | 24 ++++++++++++--------
 src/tools.ts  | 61 ++++++++++++++++++++++++++++++++-------------------
 src/types.ts  | 18 +++++++++++----
 4 files changed, 98 insertions(+), 43 deletions(-)

diff --git a/src/actors.ts b/src/actors.ts
index 51e57cc..4395ad1 100644
--- a/src/actors.ts
+++ b/src/actors.ts
@@ -3,7 +3,20 @@ import { ApifyClient } from 'apify-client';
 
 import { ACTOR_ADDITIONAL_INSTRUCTIONS, defaults, MAX_DESCRIPTION_LENGTH } from './const.js';
 import { log } from './logger.js';
-import type { ActorDefinitionWithDesc, SchemaProperties, Tool } from './types.js';
+import type {
+    ActorDefinitionPruned,
+    ActorDefinitionWithDesc,
+    SchemaProperties,
+    Tool,
+} from './types.js';
+
+export function actorNameToToolName(actorName: string): string {
+    return actorName.replace('/', '--');
+}
+
+export function toolNameToActorName(toolName: string): string {
+    return toolName.replace('--', '/');
+}
 
 /**
  * Get actor input schema by actor name.
@@ -12,7 +25,7 @@ import type { ActorDefinitionWithDesc, SchemaProperties, Tool } from './types.js
  * @param {string} actorFullName - The full name of the actor.
  * @returns {Promise} - The actor definition with description or null if not found.
  */
-export async function getActorDefinition(actorFullName: string): Promise {
+export async function getActorDefinition(actorFullName: string): Promise {
     if (!process.env.APIFY_TOKEN) {
         log.error('APIFY_TOKEN is required but not set. Please set it as an environment variable');
         return null;
@@ -43,9 +56,9 @@ export async function getActorDefinition(actorFullName: string): Promise {
             try {
                 const memoryMbytes = result.defaultRunOptions?.memoryMbytes || defaults.maxMemoryMbytes;
                 tools.push({
-                    name: result.name.replace('/', '_'),
-                    actorName: result.name,
+                    name: actorNameToToolName(result.actorFullName),
+                    actorFullName: result.actorFullName,
                     description: `${result.description} Instructions: ${ACTOR_ADDITIONAL_INSTRUCTIONS}`,
                     inputSchema: result.input || {},
                     ajvValidate: ajv.compile(result.input || {}),
                     memoryMbytes: memoryMbytes > defaults.maxMemoryMbytes ? defaults.maxMemoryMbytes : memoryMbytes,
                 });
             } catch (validationError) {
-                log.error(`Failed to compile AJV schema for actor: ${result.name}. Error: ${validationError}`);
+                log.error(`Failed to compile AJV schema for actor: ${result.actorFullName}. Error: ${validationError}`);
             }
         }
     }
diff --git a/src/server.ts b/src/server.ts
index 2e68da3..1157150 100644
--- a/src/server.ts
+++ b/src/server.ts
@@ -11,7 +11,14 @@ import type { ActorCallOptions } from 'apify-client';
 import { ApifyClient } from 'apify-client';
 import type { AxiosRequestConfig } from 'axios';
 
-import { filterSchemaProperties, getActorDefinition, getActorsAsTools, shortenProperties } from './actors.js';
+import {
+    actorNameToToolName,
+    filterSchemaProperties,
+    getActorDefinition,
+    getActorsAsTools,
+    shortenProperties,
+    toolNameToActorName,
+} from './actors.js';
 import {
     ACTOR_OUTPUT_MAX_CHARS_PER_ITEM,
     ACTOR_OUTPUT_TRUNCATED_MESSAGE,
@@ -87,7 +94,7 @@ export class ApifyMcpServer {
         if (!process.env.APIFY_TOKEN) {
             throw new Error('APIFY_TOKEN is required but not set. Please set it as an environment variable');
         }
-        const name = actorName.replace('_', '/');
+        const name = toolNameToActorName(actorName);
         try {
             log.info(`Calling actor ${name} with input: ${JSON.stringify(input)}`);
 
@@ -154,7 +161,7 @@ export class ApifyMcpServer {
             const { name, arguments: args } = request.params;
 
             // Anthropic can't handle '/' in tool names. The replace is only necessary when calling the tool from stdio clients.
-            const tool = this.tools.get(name) || this.tools.get(name.replace('/', '_'));
+            const tool = this.tools.get(name) || this.tools.get(actorNameToToolName(name));
             if (!tool) {
                 throw new Error(`Unknown tool: ${name}`);
             }
@@ -170,12 +177,12 @@ export class ApifyMcpServer {
                 switch (name) {
                     case InternalTools.ADD_ACTOR_TO_TOOLS: {
                         const parsed = AddActorToToolsArgsSchema.parse(args);
-                        await this.addToolsFromActors([parsed.name.replace('_', '/')]);
+                        await this.addToolsFromActors([parsed.actorFullName]);
                         return { content: [{ type: 'text', text: `Actor ${args.name} was added to tools` }] };
                     }
                     case InternalTools.REMOVE_ACTOR_FROM_TOOLS: {
                         const parsed = RemoveActorToolArgsSchema.parse(args);
-                        this.tools.delete(parsed.name.replace('/', '_'));
+                        this.tools.delete(parsed.toolName);
                         return { content: [{ type: 'text', text: `Actor ${args.name} was removed from tools` }] };
                     }
                     case InternalTools.DISCOVER_ACTORS: {
@@ -189,16 +196,15 @@ export class ApifyMcpServer {
                     }
                     case InternalTools.GET_ACTOR_DETAILS: {
                         const parsed = GetActorDefinition.parse(args);
-                        const v = await getActorDefinition(parsed.name.replace('_', '/'));
+                        const v = await getActorDefinition(parsed.actorFullName);
                         if (v && v.input && 'properties' in v.input && v.input) {
                             const properties = filterSchemaProperties(v.input.properties as { [key: string]: SchemaProperties });
                             v.input.properties = shortenProperties(properties);
                         }
-                        const actorDefinitionShort = { description: v?.description, readme: v?.readme, input: v?.input };
-                        return { content: [{ type: 'text', text: JSON.stringify(actorDefinitionShort) }] };
+                        return { content: [{ type: 'text', text: JSON.stringify(v) }] };
                     }
                     default: {
-                        const items = await this.callActorGetDataset(tool.actorName, args, { memory: tool.memoryMbytes } as ActorCallOptions);
+                        const items = await this.callActorGetDataset(tool.actorFullName, args, { memory: tool.memoryMbytes } as ActorCallOptions);
                         const content = items.map((item) => {
                             const text = JSON.stringify(item).slice(0, ACTOR_OUTPUT_MAX_CHARS_PER_ITEM);
                             return text.length === ACTOR_OUTPUT_MAX_CHARS_PER_ITEM
diff --git a/src/tools.ts b/src/tools.ts
index 3351321..02d69ab 100644
--- a/src/tools.ts
+++ b/src/tools.ts
@@ -4,9 +4,10 @@ import { ApifyClient } from 'apify-client';
 import { z } from 'zod';
 import { zodToJsonSchema } from 'zod-to-json-schema';
 
+import { actorNameToToolName, toolNameToActorName } from './actors.js';
 import { InternalTools } from './const.js';
 import { log } from './logger.js';
-import type { ActorStoreTruncated, PricingInfo, Tool } from './types.js';
+import type { ActorStorePruned, PricingInfo, Tool } from './types.js';
 
 export const DiscoverActorsArgsSchema = z.object({
     limit: z.number()
@@ -32,18 +33,24 @@ export const DiscoverActorsArgsSchema = z.object({
 });
 
 export const RemoveActorToolArgsSchema = z.object({
-    name: z.string().describe('Full name of the Actor to remove. Actor full name is always composed from `username`_`name`'
-        + 'For example, username, name that leads to username/name. Never use name or username only'),
+    toolName: z.string()
+        .describe('Full name of the Actor to remove. Actor full name is always composed from `username--name`'
+            + 'Never use name or username only')
+        .transform((val) => actorNameToToolName(val)),
 });
 
 export const AddActorToToolsArgsSchema = z.object({
-    name: z.string().describe('Full name of the Actor to add as tool. Actor full name is always composed from `username`_`name`'
-        + 'For example, username, name that leads to username/name. Never use name or username only'),
+    actorFullName: z.string()
+        .describe('Full name of the Actor to add as tool. Tool name is always composed from `username--name`'
+            + 'Never use name or username only')
+        .transform((val) => actorNameToToolName(val)),
 });
 
 export const GetActorDefinition = z.object({
-    name: z.string().describe('Full name of the Actor to retrieve documentation. Actor full name is always composed from `username`_`name`'
-        + 'For example, username, name that leads to username_name. Never use name or username only'),
+    actorFullName: z.string()
+        .describe('Full name of the Actor to retrieve documentation. Actor full name is always composed from `username--name`.'
+            + 'Never use name or username only')
+        .transform((val) => toolNameToActorName(val)),
 });
 
 export function getActorAutoLoadingTools(): Tool[] {
@@ -51,18 +58,18 @@ export function getActorAutoLoadingTools(): Tool[] {
     return [
         {
             name: InternalTools.ADD_ACTOR_TO_TOOLS,
-            actorName: InternalTools.ADD_ACTOR_TO_TOOLS,
+            actorFullName: InternalTools.ADD_ACTOR_TO_TOOLS,
             description: 'Add an Actor tool by name to available tools. Do not execute the actor, only add it and list it in available tools. '
                 + 'Never run the tool without user consent! '
-                + 'For example, add a tool with username_name when user wants to scrape/extract data',
+                + 'For example, add a tool with username--name when user wants to scrape/extract data',
             inputSchema: zodToJsonSchema(AddActorToToolsArgsSchema),
             ajvValidate: ajv.compile(zodToJsonSchema(AddActorToToolsArgsSchema)),
         },
         {
             name: InternalTools.REMOVE_ACTOR_FROM_TOOLS,
-            actorName: InternalTools.ADD_ACTOR_TO_TOOLS,
+            actorFullName: InternalTools.ADD_ACTOR_TO_TOOLS,
             description: 'Remove an actor tool by name from available toos. '
-                + 'For example, when user says, I do not need a tool username_name anymore',
+                + 'For example, when user says, I do not need a tool username--name anymore',
             inputSchema: zodToJsonSchema(RemoveActorToolArgsSchema),
             ajvValidate: ajv.compile(zodToJsonSchema(RemoveActorToolArgsSchema)),
         },
@@ -74,40 +81,48 @@ export function getActorDiscoveryTools(): Tool[] {
     return [
         {
             name: InternalTools.DISCOVER_ACTORS,
-            actorName: InternalTools.DISCOVER_ACTORS,
+            actorFullName: InternalTools.DISCOVER_ACTORS,
             description: `Discover available Actors using full text search using keywords.`
                 + `Users try to discover Actors using free form query in this case search query needs to be converted to full text search. `
                 + `Prefer Actors from Apify as they are generally more reliable and have better support. `
                 + `Returns a list of Actors with name, description, statistics, and URL. `
-                + `Always limit number of results returned but ensure that the most relevant results are returned. `,
+                + `You perhaps need to use this tool several times to find the right Actor. `
+                + `Limit number of results returned but ensure that relevant results are returned. `,
             inputSchema: zodToJsonSchema(DiscoverActorsArgsSchema),
             ajvValidate: ajv.compile(zodToJsonSchema(DiscoverActorsArgsSchema)),
         },
         {
             name: InternalTools.GET_ACTOR_DETAILS,
-            actorName: InternalTools.GET_ACTOR_DETAILS,
+            actorFullName: InternalTools.GET_ACTOR_DETAILS,
             description: 'Get documentation, readme, input schema and other details about Actor. '
                 + 'For example, when user says, I need to know more about web crawler Actor.'
-                + 'Get details for Actors with username_name.',
+                + 'Get details for Actors with username--name.',
             inputSchema: zodToJsonSchema(GetActorDefinition),
             ajvValidate: ajv.compile(zodToJsonSchema(GetActorDefinition)),
         },
     ];
 }
 
-function transform(response: ActorStoreList): ActorStoreTruncated {
+function pruneActorStoreInfo(response: ActorStoreList): ActorStorePruned {
+    const stats = response.stats || {};
+    const pricingInfo = (response.currentPricingInfo || {}) as PricingInfo;
     return {
         name: response.name?.toString() || '',
         username: response.username?.toString() || '',
+        actorFullName: `${response.username}/${response.name}`,
         title: response.title?.toString() || '',
         description: response.description?.toString() || '',
         stats: {
-            totalRuns: response.stats.totalRuns,
-            totalUsers: response.stats.totalUsers,
-            totalUsers7Days: response.stats.totalUsers7Days,
-            totalUsers30Days: response.stats.totalUsers30Days,
+            totalRuns: stats.totalRuns,
+            totalUsers30Days: stats.totalUsers30Days,
+            publicActorRunStats30Days: 'publicActorRunStats30Days' in stats
+                ? stats.publicActorRunStats30Days : {},
+        },
+        currentPricingInfo: {
+            pricingModel: pricingInfo.pricingModel?.toString() || '',
+            pricePerUnitUsd: pricingInfo?.pricePerUnitUsd ?? 0,
+            trialMinutes: pricingInfo?.trialMinutes ?? 0,
         },
-        currentPricingInfo: response.currentPricingInfo || {} as PricingInfo,
         url: response.url?.toString() || '',
         totalStars: 'totalStars' in response ? (response.totalStars as number) : null,
     };
@@ -117,12 +132,12 @@ export async function searchActorsByKeywords(
     search: string,
     limit: number | undefined = undefined,
     offset: number | undefined = undefined,
-): Promise {
+): Promise {
     if (!process.env.APIFY_TOKEN) {
         log.error('APIFY_TOKEN is required but not set. Please set it as an environment variable');
         return null;
     }
     const client = new ApifyClient({ token: process.env.APIFY_TOKEN });
     const results = await client.store().list({ search, limit, offset });
-    return results.items.map((x) => transform(x));
+    return results.items.map((x) => pruneActorStoreInfo(x));
 }
diff --git a/src/types.ts b/src/types.ts
index bd8f877..fc8e651 100644
--- a/src/types.ts
+++ b/src/types.ts
@@ -9,14 +9,24 @@ export type Input = {
     debugActorInput?: unknown;
 };
 
+export interface ActorDefinitionPruned {
+    actorFullName: string;
+    buildTag?: string;
+    readme?: string | null;
+    input?: object | null;
+    description: string;
+    defaultRunOptions: ActorDefaultRunOptions;
+}
+
 export interface ActorDefinitionWithDesc extends ActorDefinition {
+    actorFullName: string;
     description: string;
     defaultRunOptions: ActorDefaultRunOptions
 }
 
 export interface Tool {
     name: string;
-    actorName: string;
+    actorFullName: string;
     description: string;
     inputSchema: object;
     ajvValidate: ValidateFunction;
@@ -36,9 +46,8 @@ export interface SchemaProperties {
 //  ActorStoreList for actor-search tool
 export interface ActorStats {
     totalRuns: number;
-    totalUsers: number;
-    totalUsers7Days: number;
     totalUsers30Days: number;
+    publicActorRunStats30Days: unknown;
 }
 
 export interface PricingInfo {
@@ -47,9 +56,10 @@ export interface PricingInfo {
     trialMinutes?: number
 }
 
-export interface ActorStoreTruncated {
+export interface ActorStorePruned {
     name: string;
     username: string;
+    actorFullName?: string;
     title?: string;
     description?: string;
     stats: ActorStats;

From 3525d97e1af21a6b038270a39f1039088b239a5c Mon Sep 17 00:00:00 2001
From: Jiri Spilka 
Date: Wed, 29 Jan 2025 16:42:52 +0100
Subject: [PATCH 15/17] Require APIFY_TOKEN when server starts

---
 src/actors.ts | 4 ----
 src/index.ts  | 5 +++++
 src/main.ts   | 5 +++++
 src/server.ts | 3 ---
 src/tools.ts  | 4 ----
 5 files changed, 10 insertions(+), 11 deletions(-)

diff --git a/src/actors.ts b/src/actors.ts
index 4395ad1..807edf5 100644
--- a/src/actors.ts
+++ b/src/actors.ts
@@ -26,10 +26,6 @@ export function toolNameToActorName(toolName: string): string {
  * @returns {Promise} - The actor definition with description or null if not found.
  */
 export async function getActorDefinition(actorFullName: string): Promise {
-    if (!process.env.APIFY_TOKEN) {
-        log.error('APIFY_TOKEN is required but not set. Please set it as an environment variable');
-        return null;
-    }
     const client = new ApifyClient({ token: process.env.APIFY_TOKEN });
     const actorClient = client.actor(actorFullName);
 
diff --git a/src/index.ts b/src/index.ts
index 68712fa..4e650c0 100644
--- a/src/index.ts
+++ b/src/index.ts
@@ -23,6 +23,11 @@ log.setLevel(log.LEVELS.ERROR);
 const argv = minimist(process.argv.slice(2));
 const argActors = argv.actors?.split(',').map((actor: string) => actor.trim()) || [];
 
+if (!process.env.APIFY_TOKEN) {
+    console.error('APIFY_TOKEN is required but not set in the environment variables.');
+    process.exit(1);
+}
+
 async function main() {
     const server = new ApifyMcpServer();
     await (argActors.length !== 0
diff --git a/src/main.ts b/src/main.ts
index 767eac9..cc7b9bc 100644
--- a/src/main.ts
+++ b/src/main.ts
@@ -20,6 +20,11 @@ const STANDBY_MODE = Actor.getEnv().metaOrigin === 'STANDBY';
 const HOST = Actor.isAtHome() ? process.env.ACTOR_STANDBY_URL : 'http://localhost';
 const PORT = Actor.isAtHome() ? process.env.ACTOR_STANDBY_PORT : 3001;
 
+if (!process.env.APIFY_TOKEN) {
+    console.error('APIFY_TOKEN is required but not set in the environment variables.');
+    process.exit(1);
+}
+
 const app = express();
 
 const mcpServer = new ApifyMcpServer();
diff --git a/src/server.ts b/src/server.ts
index 1157150..fb82918 100644
--- a/src/server.ts
+++ b/src/server.ts
@@ -91,9 +91,6 @@ export class ApifyMcpServer {
         input: unknown,
         callOptions: ActorCallOptions | undefined = undefined,
     ): Promise {
-        if (!process.env.APIFY_TOKEN) {
-            throw new Error('APIFY_TOKEN is required but not set. Please set it as an environment variable');
-        }
         const name = toolNameToActorName(actorName);
         try {
             log.info(`Calling actor ${name} with input: ${JSON.stringify(input)}`);
diff --git a/src/tools.ts b/src/tools.ts
index 02d69ab..cc48c8a 100644
--- a/src/tools.ts
+++ b/src/tools.ts
@@ -133,10 +133,6 @@ export async function searchActorsByKeywords(
     limit: number | undefined = undefined,
     offset: number | undefined = undefined,
 ): Promise {
-    if (!process.env.APIFY_TOKEN) {
-        log.error('APIFY_TOKEN is required but not set. Please set it as an environment variable');
-        return null;
-    }
     const client = new ApifyClient({ token: process.env.APIFY_TOKEN });
     const results = await client.store().list({ search, limit, offset });
     return results.items.map((x) => pruneActorStoreInfo(x));

From 95fa3017790947a4a8b134abe585abbca82c464d Mon Sep 17 00:00:00 2001
From: Jiri Spilka 
Date: Wed, 29 Jan 2025 16:46:47 +0100
Subject: [PATCH 16/17] Fix lint

---
 src/index.ts | 2 +-
 src/main.ts  | 2 +-
 src/tools.ts | 1 -
 3 files changed, 2 insertions(+), 3 deletions(-)

diff --git a/src/index.ts b/src/index.ts
index 4e650c0..1b1c429 100644
--- a/src/index.ts
+++ b/src/index.ts
@@ -24,7 +24,7 @@ const argv = minimist(process.argv.slice(2));
 const argActors = argv.actors?.split(',').map((actor: string) => actor.trim()) || [];
 
 if (!process.env.APIFY_TOKEN) {
-    console.error('APIFY_TOKEN is required but not set in the environment variables.');
+    log.error('APIFY_TOKEN is required but not set in the environment variables.');
     process.exit(1);
 }
 
diff --git a/src/main.ts b/src/main.ts
index cc7b9bc..99fc2c8 100644
--- a/src/main.ts
+++ b/src/main.ts
@@ -21,7 +21,7 @@ const HOST = Actor.isAtHome() ? process.env.ACTOR_STANDBY_URL : 'http://localhos
 const PORT = Actor.isAtHome() ? process.env.ACTOR_STANDBY_PORT : 3001;
 
 if (!process.env.APIFY_TOKEN) {
-    console.error('APIFY_TOKEN is required but not set in the environment variables.');
+    log.error('APIFY_TOKEN is required but not set in the environment variables.');
     process.exit(1);
 }
 
diff --git a/src/tools.ts b/src/tools.ts
index cc48c8a..983b08e 100644
--- a/src/tools.ts
+++ b/src/tools.ts
@@ -6,7 +6,6 @@ import { zodToJsonSchema } from 'zod-to-json-schema';
 
 import { actorNameToToolName, toolNameToActorName } from './actors.js';
 import { InternalTools } from './const.js';
-import { log } from './logger.js';
 import type { ActorStorePruned, PricingInfo, Tool } from './types.js';
 
 export const DiscoverActorsArgsSchema = z.object({

From 88191f08f2016c4e5fd5383a080717a6c3c993fc Mon Sep 17 00:00:00 2001
From: Jiri Spilka 
Date: Thu, 30 Jan 2025 14:27:25 +0100
Subject: [PATCH 17/17] Update

---
 src/tools.ts | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/tools.ts b/src/tools.ts
index 983b08e..8be6919 100644
--- a/src/tools.ts
+++ b/src/tools.ts
@@ -84,7 +84,7 @@ export function getActorDiscoveryTools(): Tool[] {
             description: `Discover available Actors using full text search using keywords.`
                 + `Users try to discover Actors using free form query in this case search query needs to be converted to full text search. `
                 + `Prefer Actors from Apify as they are generally more reliable and have better support. `
-                + `Returns a list of Actors with name, description, statistics, and URL. `
+                + `Returns a list of Actors with name, description, run statistics, pricing, starts, and URL. `
                 + `You perhaps need to use this tool several times to find the right Actor. `
                 + `Limit number of results returned but ensure that relevant results are returned. `,
             inputSchema: zodToJsonSchema(DiscoverActorsArgsSchema),