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Train Any LLM as MCP Expert in 30 Seconds

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

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βœ… 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

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

Platform & Tools

  • πŸ”§ LLMFeedHub (Universal Analyzer)
  • ✍️ Prompt Builder
  • πŸ” Sign & Verify Feeds
  • πŸ“€ Export Button Generator
  • 🧰 All Developer Tools

Community & News

  • πŸ“° Latest News & Updates
  • 🌐 Ecosystem & Adopters
  • βœ… Verify Feed Authenticity
Ecosystem Partners
πŸ›‘οΈ LLMCA (Certification Authority)πŸ› οΈ LLMFeedForge (Builder Tools)

πŸ€– 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

βœ… All feeds are cryptographically signed and agent-optimized β€’ πŸ”„ Updated incrementally

πŸ“₯ Download All Feeds β†’
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πŸ“° Interoperability News

5 articles about interoperability β€’ Latest updates and insights

Popular Topics

Filter by topics with 5+ articles β€’ 12 available

All Articles (70)#llmfeed (47)#mcp (41)#agentic-web (30)#ai-agents (22)#trust (22)#certification (7)#anthropic (6)#open-standards (6)#claude (6)#interoperability (5)#announcement (5)#launch (5)

Showing 5 of 70 articles filtered by #interoperability(5 total)

12 popular topics available β€’ Only showing topics with 5+ articles

2025-06-13β€’6 minβ€’πŸ‡¬πŸ‡§
πŸ€– session_context_export, cross_platform_import +1

End the Session Context Wars: Introducing session.llmfeed.json

A revolutionary open standard for AI session context that puts users back in control and ends vendor lock-in

End the Session Context Wars: Introducing session.llmfeed.json Published: June 13, 2025 | Author: WellKnownMCP Team...

#interoperability(5)#open-standards(6)#ai-platforms#data-ownership
Read full articleMD
2025-06-05β€’5 minβ€’πŸ‡¬πŸ‡§

How to Make Your Site Agent-Friendly with llmfeed.json

A practical guide to exposing trusted llmfeed.json files β€” helping AI agents and LLMs trust, understand, and represent your content.

How to Make Your Site AgentFriendly with llmfeed.json AI agents and LLMs are becoming the new way to discover and interact with web content....

#ai-agents(22)#interoperability(5)#llmfeed(47)#mcp(41)
Read full articleMD
2025-06-02β€’4 minβ€’πŸ‡¬πŸ‡§

MCP and the Agentic Web Revolution in Asia

Why Asia is poised to lead the Agentic Web β€” and how MCP can help build an open, interoperable ecosystem for LLM-powered agents in China, Korea, Japan and beyond.

πŸš€ Asia: The Fastest Growing Agentic Web Ecosystem Nowhere is the Agentic Web evolving faster than in Asia....

#agentic-web(30)#certification(7)#interoperability(5)#ai-standards
Read full articleMD
2025-05-31β€’4 minβ€’πŸ‡¬πŸ‡§

Opera Neon Relaunch: A Step Forward for the Agentic Web?

No description available.

🧠 Opera Neon Relaunch: A Step Forward for the Agentic Web? On May 28, 2025, Opera announced the relaunch of Opera Neon, its experimental browser, now branded as β€œthe first agentic browser.”...

#agentic-web(30)#interoperability(5)#llmfeed(47)#mcp(41)
Read full articleMD
2025-05-24β€’2 minβ€’πŸ‡¬πŸ‡§

Claude and the Model Context Protocol: An Open Alignment

No description available.

At a recent developerfocused announcement, Anthropic introduced their vision for the Model Context Protocol MCP, a structured approach to make AI models more contextaware and grounded in realworld too...

#ai-agents(22)#anthropic(6)#certification(7)#claude(6)
Read full articleMD