Uploaded June 2026 | Updated September 2026, 2 weeks ago
🚀 The LangChain 10 Days FREE Bootcamp is live: 10 lessons, free AI models only, from your first API call to a production grade RAG agent. Start with Day 0 for the roadmap and setup.
📺 Full playlist: youtube.com/watch?v=KJ3_NExk7-Q&list=PLW4pPr9JCovI&index=1
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Turn OpenClaw into a free finance assistant and stock researcher that lives inside a Telegram group. In this video you'll create a dedicated Telegram group, add your OpenClaw bot as admin, and then — using plain natural-language messages — get OpenClaw to build an independent stock-researcher agent powered by a Yahoo Finance MCP server. Ask it to analyze a stock and it pulls real fundamentals, valuation metrics, and trends, all on a free AI API.
This is a use-cases video in the OpenClaw series. It assumes OpenClaw is already running with a free AI API and connected to Telegram (those are earlier videos in the playlist). Here we focus on real-world use: per-group agents, each with its own job and personality.
⏱ Chapters:
0:00 Demo — a live stock researcher agent in Telegram
1:16 Real data via the Yahoo Finance MCP server
1:52 The plan: groups + per-group agents
2:54 Create a Telegram group & add your bot
4:12 Give the bot admin permission
5:40 Open the OpenClaw control center
6:47 Add the group to the config (via natural language)
8:16 require-mention false + restart the gateway
8:56 Fix a failed restart with openclaw doctor --fix
9:46 Test the bot in the group (with & without mention)
10:29 Get the Yahoo Finance MCP server (GitHub / PyPI)
11:25 Tell OpenClaw to build an independent stock-researcher agent
13:38 OpenClaw documents the setup + routing in memory
14:42 Analyze AAPL — real fundamentals returned
15:14 Scale it: a dedicated agent per group
17:07 See your agents in the OpenClaw dashboard
🔗 Resources & commands:
• OpenClaw: openclaw.ai
• Free AI API keys / free models: openrouter.ai
• Yahoo Finance MCP server (GitHub): [SEND EXACT REPO URL]
• Yahoo Finance MCP server (PyPI): [SEND EXACT PyPI URL]
• Key command (if a config step fails):
openclaw doctor --fix
(Add your bot to a group, make it admin so it can read messages, then just message OpenClaw the group name + ID to wire it up. Point it at the MCP server and ask it to create an independent agent that's used only for that group.)
📺 Watch first / Full series:
• Part 1 — Set up OpenClaw on AWS EC2 with a Free AI API: youtube.com/watch?v=IV3t-MD8AaM
• Connect OpenClaw to Discord (free AI bot): youtu.be/Kzvmbt0nFDA
• Secure OpenClaw with HTTPS (Caddy reverse proxy): youtube.com/watch?v=EddjTJMT83Y
• Full OpenClaw series playlist: youtube.com/playlist?list=PLc2rvfiptPSQMZf3rlYZZ8vwUBcm6jv4d
💬 Join our Discord community (ask questions, get help):
discord.gg/Nv7zm39rPC
🎓 Go deeper — my Udemy courses:
• Build & own AI agents → Master LangChain v1 and Ollama: kgptalkie.com/langchain
• Connect tools the right way → MCP Mastery (Claude, LangChain, Ollama): kgptalkie.com/mcp
If this helped you build your own AI agent, hit 👍 and drop a comment with the agent you want to build next. I read every comment. Subscribe and turn on the 🔔 — the OpenClaw series drops step by step.
#OpenClaw #AIAgents #StockResearch
🚀 The LangChain 10 Days FREE Bootcamp is live: 10 lessons, free AI models only, from your first API call to a production grade RAG agent. Start with Day 0 for the roadmap and setup.
📺 Full playlist: youtube.com/watch?v=KJ3_NExk7-Q&list=PLW4pPr9JCovI&index=1
----------
Turn OpenClaw into a free finance assistant and stock researcher that lives inside a Telegram group. In this video you'll create a dedicated Telegram group, add your OpenClaw bot as admin, and then — using plain natural-language messages — get OpenClaw to build an independent stock-researcher agent powered by a Yahoo Finance MCP server. Ask it to analyze a stock and it pulls real fundamentals, valuation metrics, and trends, all on a free AI API.
This is a use-cases video in the OpenClaw series. It assumes OpenClaw is already running with a free AI API and connected to Telegram (those are earlier videos in the playlist). Here we focus on real-world use: per-group agents, each with its own job and personality.
⏱ Chapters:
0:00 Demo — a live stock researcher agent in Telegram
1:16 Real data via the Yahoo Finance MCP server
1:52 The plan: groups + per-group agents
2:54 Create a Telegram group & add your bot
4:12 Give the bot admin permission
5:40 Open the OpenClaw control center
6:47 Add the group to the config (via natural language)
8:16 require-mention false + restart the gateway
8:56 Fix a failed restart with openclaw doctor --fix
9:46 Test the bot in the group (with & without mention)
10:29 Get the Yahoo Finance MCP server (GitHub / PyPI)
11:25 Tell OpenClaw to build an independent stock-researcher agent
13:38 OpenClaw documents the setup + routing in memory
14:42 Analyze AAPL — real fundamentals returned
15:14 Scale it: a dedicated agent per group
17:07 See your agents in the OpenClaw dashboard
🔗 Resources & commands:
• OpenClaw: openclaw.ai
• Free AI API keys / free models: openrouter.ai
• Yahoo Finance MCP server (GitHub): [SEND EXACT REPO URL]
• Yahoo Finance MCP server (PyPI): [SEND EXACT PyPI URL]
• Key command (if a config step fails):
openclaw doctor --fix
(Add your bot to a group, make it admin so it can read messages, then just message OpenClaw the group name + ID to wire it up. Point it at the MCP server and ask it to create an independent agent that's used only for that group.)
📺 Watch first / Full series:
• Part 1 — Set up OpenClaw on AWS EC2 with a Free AI API: youtube.com/watch?v=IV3t-MD8AaM
• Connect OpenClaw to Discord (free AI bot): youtu.be/Kzvmbt0nFDA
• Secure OpenClaw with HTTPS (Caddy reverse proxy): youtube.com/watch?v=EddjTJMT83Y
• Full OpenClaw series playlist: youtube.com/playlist?list=PLc2rvfiptPSQMZf3rlYZZ8vwUBcm6jv4d
💬 Join our Discord community (ask questions, get help):
discord.gg/Nv7zm39rPC
🎓 Go deeper — my Udemy courses:
• Build & own AI agents → Master LangChain v1 and Ollama: kgptalkie.com/langchain
• Connect tools the right way → MCP Mastery (Claude, LangChain, Ollama): kgptalkie.com/mcp
If this helped you build your own AI agent, hit 👍 and drop a comment with the agent you want to build next. I read every comment. Subscribe and turn on the 🔔 — the OpenClaw series drops step by step.
#OpenClaw #AIAgents #StockResearch
