OpenClaw Clone 🦞: Expandable Personal Telegram AI Agent Template

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Agent","type":"@n8n/n8n-nodes-langchain.mcpClientTool","position":[1760,1856],"parameters":{"options":{}},"typeVersion":1.2},{"id":"08f52ac5-4e89-44a7-8c95-e2b15901808e","name":"OpenClaw Agents","type":"@n8n/n8n-nodes-langchain.agent","position":[1344,1264],"parameters":{"text":"={{ $json.chatInput ?? '' }}\n\nImage Url (if exist): {{ $json.image_url ?? '' }}","options":{"systemMessage":"=# 🤖 Universal Orchestrator Agent — n8n OpenClaw Simulation\n\nYou are an advanced AI orchestrator agent running inside n8n, simulating an OpenClaw-style multi-agent architecture. Your role is to analyze the user's request, decompose it into tasks, and intelligently delegate each task to the most appropriate specialized tool or sub-agent. You operate autonomously, chain tool calls as needed, and synthesize results into a coherent final response.\n\n---\n\n## 🧠 CORE BEHAVIOR\n\n- Always reason step-by-step before calling any tool.\n- Select the most appropriate tool(s) based on the nature of the request.\n- Chain multiple tools when a task requires it (e.g., research → write doc → send email).\n- Never ask the user for information you can retrieve yourself via tools.\n- If a tool returns insufficient results, try an alternative tool or refine your query.\n- Always summarize what you did and what the outcome was.\n\n---\n\n## 🛠️ AVAILABLE TOOLS & AGENTS\n\n### 🔍 1. Research Agent (`research_agent`)\n- **Provider:** Perplexity AI\n- **Use when:** The user needs deep research, fact-checking, topic analysis, competitor research, industry reports, or any question requiring up-to-date internet knowledge.\n- **Input:** A well-formed research question or topic.\n- **Output:** Structured research summary with sources.\n\n---\n\n### 🌐 2. Web Search Agent (`websearch_agent`)\n- **Provider:** Perplexity AI\n- **Use when:** The user needs quick web searches, current news, recent events, prices, or lightweight information retrieval (faster and lighter than full Research Agent).\n- **Input:** A search query string.\n- **Output:** Top results with snippets and URLs.\n\n---\n\n### 🕷️ 3. Scraper Agent (`scraper_agent`)\n- **Provider:** ScrapeGraphAI\n- **Use when:** The user provides a URL or asks to extract structured data from a specific webpage (e.g., product details, article content, table data, contact info).\n- **Input:** URL + extraction instructions (what data to extract).\n- **Output:** Structured JSON or formatted text extracted from the page.\n\n---\n\n### 📁 4. Google Drive Agent (`googledrive_agent`)\n- **Use when:** The user needs to search, list, upload, download, move, or manage files and folders in Google Drive.\n- **Input:** Action type + file name/ID/folder path.\n- **Output:** File metadata, download links, or confirmation of action performed.\n\n---\n\n### 📧 5. Gmail Agent (`gmail_agent`)\n- **Use when:** The user needs to read, search, send, reply to, or organize emails in Gmail.\n- **Input:** Action type (send/read/search/reply) + relevant parameters (to, subject, body, search query).\n- **Output:** Email content, sent confirmation, or list of matching emails.\n\n---\n\n### 📝 6. Google Docs Agent (`googledocs_agent`)\n- **Use when:** The user needs to create, read, edit, append content to, or format a Google Doc.\n- **Input:** Action type + document ID or title + content to write/append.\n- **Output:** Document link, content extracted, or confirmation of edit.\n\n---\n\n### 📊 7. Google Sheets Agent (`googlesheets_agent`)\n- **Use when:** The user needs to read, write, update, or analyze data in a Google Sheet (e.g., logging data, pulling reports, updating CRM-like tables).\n- **Input:** Action type + spreadsheet ID/name + sheet/range + data payload.\n- **Output:** Data rows, updated values, or confirmation.\n\n---\n\n### 📑 8. Google Slides Agent (`googleslides_agent`)\n- **Use when:** The user needs to create a presentation, add/edit slides, or extract content from Google Slides.\n- **Input:** Action type + presentation ID or title + slide content/instructions.\n- **Output:** Presentation link or confirmation of changes.\n\n---\n\n### 📅 9. Google Calendar Agent (`googlecalendar_agent`)\n- **Use when:** The user needs to create, read, update, or delete calendar events, check availability, or schedule meetings.\n- **Input:** Action type + event details (title, date, time, attendees, description).\n- **Output:** Event link, list of events, or confirmation of action.\n\n---\n\n### 🧠 10. RAG Agent (`rag_agent`)\n- **Use when:** The user asks questions about internal documents, company knowledge base, uploaded files, or any private/indexed knowledge that is not publicly available on the web.\n- **Input:** A natural language question or query.\n- **Output:** Answer grounded in retrieved document chunks with source references.\n\n---\n\n### 🔌 11. MCP Agents (`mcp_[service_name]`)\n> **Placeholder — extend as needed**\n- **Use when:** The user requires integration with an external service connected via Model Context Protocol (MCP).\n- **Available MCP endpoints:** *(to be configured — replace with actual service names)*\n  - `mcp_placeholder_1` — [Service Name TBD]\n  - `mcp_placeholder_2` — [Service Name TBD]\n  - `mcp_placeholder_3` — [Service Name TBD]\n- **Input:** Service-specific action and parameters.\n- **Output:** Service-specific response.\n\n---\n\n### ⚙️ 12. Sub-Workflows (`subwf_[workflow_name]`)\n> **Placeholder — extend as needed**\n- **Use when:** The user's request maps to a predefined automation workflow in n8n.\n- **Available Sub-Workflows:**\n  - `subwf_social_posting` — **Postiz Integration**: Post content to any social media platform (LinkedIn, Twitter/X, Instagram, Facebook, TikTok, etc.). Input: platform, content text, media URL (optional), scheduled time (optional).\n  - `subwf_placeholder_2` — [Workflow Name TBD]\n  - `subwf_placeholder_3` — [Workflow Name TBD]\n  - `subwf_placeholder_4` — [Workflow Name TBD]\n- **Input:** Workflow-specific parameters.\n- **Output:** Workflow execution result or confirmation.\n\n---\n\n### 🚨 13. Escalation Agent (`escalation_agent`)\n- **Use when:**\n  - A task cannot be completed by any available tool after multiple attempts.\n  - The request involves ambiguous, sensitive, or critical decisions requiring human judgment.\n  - An error or unexpected result occurs that blocks task completion.\n  - The user explicitly requests human review or approval.\n- **Input:** Summary of the issue, tools already attempted, reason for escalation.\n- **Output:** Escalation notification sent to the responsible human (via email, Slack, or designated channel), with full context attached.\n\n---\n\n## 🔄 ORCHESTRATION LOGIC\n\nFollow this decision flow for every request:\nUNDERSTAND → Parse the user intent and identify all sub-tasks.\nPLAN → Map each sub-task to the most suitable tool/agent.\nEXECUTE → Call tools sequentially or in parallel as needed.\nEVALUATE → Check if results are complete and accurate.\nCHAIN → If further steps are needed, call additional tools with previous output as input.\nESCALATE → If blocked or uncertain, call escalation_agent.\nRESPOND → Synthesize all results into a clear, structured final answer.\n\n---\n\n## 📋 TOOL SELECTION CHEAT SHEET\n\n| User Need | Primary Tool |\n|---|---|\n| Research a topic in depth | `research_agent` |\n| Quick web search / news | `websearch_agent` |\n| Extract data from a URL | `scraper_agent` |\n| Manage files in Drive | `googledrive_agent` |\n| Send / read emails | `gmail_agent` |\n| Write / edit a document | `googledocs_agent` |\n| Work with spreadsheet data | `googlesheets_agent` |\n| Create / edit a presentation | `googleslides_agent` |\n| Schedule / manage events | `googlecalendar_agent` |\n| Query internal knowledge base | `rag_agent` |\n| External service via MCP | `mcp_[service_name]` |\n| Run a predefined automation | `subwf_[workflow_name]` |\n| Post on social media | `subwf_social_posting` |\n| Task failed / needs human | `escalation_agent` |\n\n---\n\n## ⚠️ RULES & CONSTRAINTS\n\n- **Never hallucinate tool results.** If a tool is unavailable or returns an error, report it honestly.\n- **Always confirm destructive actions** (delete, send email to many recipients, post publicly) before executing if there is any ambiguity.\n- **Respect data privacy.** Do not expose sensitive data in intermediate steps unnecessarily.\n- **Keep tool calls focused.** Pass precise, minimal inputs — do not dump large unstructured text into tools.\n- **Log your reasoning.** Before each tool call, briefly state why you are calling it.\n- **If in doubt, escalate.** It is always better to escalate than to take a wrong action autonomously.\n\n---\n\n*Orchestrator ready. 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/*n8n-auto-generated-fromAI-override*/ $fromAI('Chat_ID', ``, 'string') }}","additionalFields":{}},"typeVersion":1.2},{"id":"e4d78fe6-1915-4e0c-b7ea-7eef9a362d37","name":"Escalation","type":"n8n-nodes-base.telegramHitlTool","position":[2656,1488],"webhookId":"4d19adfc-9e20-454d-a26e-b01f40eb7679","parameters":{"chatId":"={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Chat_ID', ``, 'string') }}","options":{},"approvalOptions":{"values":{"approvalType":"double"}}},"typeVersion":1.2},{"id":"70495d52-ddfd-4b14-86f1-d4e6bfc43006","name":"Sticky Note","type":"n8n-nodes-base.stickyNote","position":[-672,368],"parameters":{"width":880,"height":608,"content":"## My Personal Agent (OpenClaw Clone in n8n and Telegram)\nThis workflow implements an **advanced AI automation agent (OpenClaw Agent)** that interacts with users through Telegram and integrates multiple AI models, external tools, and cloud services to automate complex tasks.\n\nI've described my basic idea in [this video](https://www.youtube.com/watch?v=DCo_HsLQ1aY).\n\n**VERY IMPORTANT**:\nBy adapting the system prompt, inserting subworkflows or mcp servers and adjusting with webhooks many of the [workflows I have developed on this page](https://n8n.io/creators/n3witalia/) it is possible to potentially extend the template infinitely.\n\n### How it works\n\nThis workflow acts as a Telegram-based AI orchestration layer that receives user messages, verifies access, and routes input by type: text goes directly to the agent, voice is transcribed, and images are converted into usable URLs with captions. The main OpenClaw Agent, powered by Gemini and backed by PostgreSQL memory, then decides which tools or sub-agents to use, including web research, scraping, Google Workspace actions, RAG via Qdrant, calculator functions, media generation, and Telegram utilities. After completing the task, it returns the response in text or converts it to audio for voice replies, with the option to escalate the conversation to a human operator when automation is not enough.\n\n### Setup steps\n\nSet up the Telegram bot first by creating it in BotFather, connecting Telegram credentials in n8n, and adding the authorized user ID in the Code node. Then configure all required credentials and services: OpenAI, Gemini, Google Cloud, Perplexity, ScrapeGraphAI, Cohere, PostgreSQL, Qdrant, and the FTP server used for image handling. After that, review webhook and MCP endpoint settings, replace every placeholder marked `XXX`, adjust language and prompt settings, and confirm tool descriptions align with your use case. Finally, test the workflow with sample text, voice, and image inputs before activating it in production.\n"},"typeVersion":1},{"id":"a44f5f58-11ab-433f-8bf8-2a10af81aea1","name":"Sticky Note1","type":"n8n-nodes-base.stickyNote","position":[256,368],"parameters":{"color":7,"width":656,"height":608,"content":"## STEP 2 - Set up recurrences\nPlease replace xxx with the requested information, in particular the Telegram ID and the prompt to be scheduled periodically, for example every morning \"Send me the latest news on AI\"\n\nAlso add any external input webhooks you want."},"typeVersion":1},{"id":"5f7480f3-e122-499d-b3d9-444e39442b41","name":"Set up istruction","type":"n8n-nodes-base.set","position":[704,560],"parameters":{"options":{},"assignments":{"assignments":[{"id":"029f4e7e-b367-4aa9-863e-e372694940fb","name":"chatInput","type":"string","value":"=xxxx"},{"id":"398c1d7f-0c90-4af6-a414-d4d1968855b9","name":"sessionId","type":"number","value":"=xxxx"}]}},"typeVersion":3.4},{"id":"4e2939d5-3c16-4860-b773-3463c516c3b5","name":"Sticky Note2","type":"n8n-nodes-base.stickyNote","position":[-688,1024],"parameters":{"color":7,"width":1600,"height":672,"content":"## STEP 2 - Set up Telegram\nConnect to your Telegram Bot and replace xxx with the required information, specifically the Telegram ID. Set your FTP Space\nYou can send text, audio or image"},"typeVersion":1},{"id":"d53ed7a8-8266-466c-bf94-06b6805de55c","name":"Sticky Note3","type":"n8n-nodes-base.stickyNote","position":[976,1120],"parameters":{"color":7,"width":960,"height":576,"content":"## STEP 3 - Set up OpenClaw agent\nIn the prompt system add ALL tools you want"},"typeVersion":1},{"id":"6f19cfea-bb4b-4960-bf50-874fb2ec8bec","name":"Sticky Note4","type":"n8n-nodes-base.stickyNote","position":[1376,1712],"parameters":{"color":7,"width":560,"height":464,"content":"## STEP 4 - Google MCP\nPlease configure MCP Server below (MCP Trigger) with the current MCP url"},"typeVersion":1},{"id":"8893e90d-0be6-4e11-8e6b-15b4da5400ab","name":"Sticky Note5","type":"n8n-nodes-base.stickyNote","position":[1984,1344],"parameters":{"color":7,"width":1088,"height":832,"content":"## STEP 5 - Expansion tool\nConfigure [RAG from Zero](https://n8n.io/workflows/7647-build-a-self-updating-rag-system-with-openai-google-gemini-qdrant-and-google-drive/), [Image and Video Grok Agent](https://n8n.io/workflows/13182-grok-imagine-video-chatbot-generate-and-modify-videos-via-natural-language/), ALL sub Workflow and extarnel MCP you want and Escalation Agent"},"typeVersion":1},{"id":"c3a1e249-a05e-4dec-a973-0bd8b6521971","name":"Sticky Note6","type":"n8n-nodes-base.stickyNote","position":[2320,464],"parameters":{"color":7,"width":944,"height":576,"content":"## STEP 6 - Output\nIf it is a voice message the agent responds with an audio, otherwise with text"},"typeVersion":1},{"id":"61f206a9-b5c0-4e90-a6d5-92dbf0c85d9d","name":"Sticky Note9","type":"n8n-nodes-base.stickyNote","position":[-1456,368],"parameters":{"color":7,"width":736,"height":736,"content":"## MY NEW YOUTUBE CHANNEL\n👉 [Subscribe to my new **YouTube channel**](https://youtube.com/@n3witalia). Here I’ll share videos and Shorts with practical tutorials and **FREE templates for n8n**.\n\n[![image](https://n3wstorage.b-cdn.net/n3witalia/youtube-n8n-cover.jpg)](https://youtube.com/@n3witalia)"},"typeVersion":1}],"active":false,"pinData":{},"settings":{"binaryMode":"separate","availableInMCP":false,"executionOrder":"v1"},"versionId":"c508d048-58f5-4a58-aae6-387ad90c3d04","connections":{"Code":{"main":[[{"node":"Switch2","type":"main","index":0}]]},"Switch2":{"main":[[{"node":"Get Text","type":"main","index":0}],[{"node":"Get voice message","type":"main","index":0}],[{"node":"Get image file","type":"main","index":0}]]},"Webhook":{"main":[[{"node":"Normalization","type":"main","index":0}]]},"Get Text":{"main":[[{"node":"OpenClaw Agents","type":"main","index":0}]]},"RAG Agent":{"ai_tool":[[{"node":"OpenClaw Agents","type":"ai_tool","index":0}]]},"Calculator":{"ai_tool":[[{"node":"OpenClaw Agents","type":"ai_tool","index":0}]]},"Escalation":{"ai_tool":[[{"node":"OpenClaw 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Docs":{"ai_tool":[[{"node":"MCP Docs Trigger","type":"ai_tool","index":0}]]},"Get an event in Google Calendar":{"ai_tool":[[{"node":"MCP Calendar Trigger","type":"ai_tool","index":0}]]},"Send a text message in Telegram":{"ai_tool":[[{"node":"Escalation","type":"ai_tool","index":0}]]},"Create a document in Google Docs":{"ai_tool":[[{"node":"MCP Docs Trigger","type":"ai_tool","index":0}]]},"Update a document in Google Docs":{"ai_tool":[[{"node":"MCP Docs Trigger","type":"ai_tool","index":0}]]},"Create an event in Google Calendar":{"ai_tool":[[{"node":"MCP Calendar Trigger","type":"ai_tool","index":0}]]},"Delete an event in Google Calendar":{"ai_tool":[[{"node":"MCP Calendar Trigger","type":"ai_tool","index":0}]]},"Get many events in Google Calendar":{"ai_tool":[[{"node":"MCP Calendar Trigger","type":"ai_tool","index":0}]]},"Remove label from message in Gmail":{"ai_tool":[[{"node":"MCP Gmail Trigger","type":"ai_tool","index":0}]]},"Get a presentation in Google 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