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Train Any LLM as MCP Expert in 30 Seconds

Copy one universal prompt → Paste in ChatGPT, Claude, Gemini → Get instant MCP expertise. Works on any LLM with robust fallback systems.

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✅ 99%+ Success Rate⚡ 30s Training Time🌐 Universal Compatibility

WellKnownMCP

Building the infrastructure for the agentic web. Open standards, cryptographic trust, and universal interoperability.

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opensource@wellknownmcp.org

GitHub

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  • 🧠 Train Any LLM (30 seconds!)HOT
  • 📥 Download Feeds (Start Here!)
  • 📚 LLMFeed Specification
  • ❓ Frequently Asked Questions
  • 🧭 About the Project

Platform & Tools

  • 🔧 LLMFeedHub (Universal Analyzer)
  • ✍️ Prompt Builder
  • 🔐 Sign & Verify Feeds
  • 📤 Export Button Generator
  • 🧰 All Developer Tools

Community & News

  • 📰 Latest News & Updates
  • 🌐 Ecosystem & Adopters
  • ✅ Verify Feed Authenticity
Ecosystem Partners
🛡️ LLMCA (Certification Authority)🛠️ LLMFeedForge (Builder Tools)

🤖 Quick Access for AI AgentsAgent-Optimized

Core Infrastructure
mcp.llmfeed.jsoncapabilities.llmfeed.jsonllm-index.llmfeed.json
Static Exports
compiled-site.llmfeed.jsonspec.llmfeed.jsonnews-export.llmfeed.json
Schemas & Validation
schema.llmfeed.jsonschema.annotated.llmfeed.jsonmanifesto.llmfeed.json

✅ All feeds are cryptographically signed and agent-optimized • 🔄 Updated incrementally

📥 Download All Feeds →
© 2026 Association WellKnownMCP (in creation). All rights reserved.
Legal NoticeSDK & API
Agent metadata embedded for automated discovery

LLMFeedHub

Universal feed loader supporting local files and external URLs with CORS proxy.
💡 Now supports any external URL through our secure proxy

📍 Source:examples/personas/publisher-session
🔗 Direct URL:https://wellknownmcp.org/exports/examples/personas/publisher-session.llmfeed.json

Click or drag a .llmfeed.json file here

Only valid JSON feeds will be accepted