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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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  • 🧠 Train Any LLM (30 seconds!)HOT
  • 📥 Download Feeds (Start Here!)
  • 📚 LLMFeed Specification
  • ❓ Frequently Asked Questions
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Platform & Tools

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

Community & News

  • 📰 Latest News & Updates
  • 🌐 Ecosystem & Adopters
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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

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© 2026 Association WellKnownMCP (in creation). All rights reserved.
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Agent metadata embedded for automated discovery

📰 Agent-interoperability News

3 articles about agent interoperability • Latest updates and insights

Popular Topics

Filter by topics with 5+ articles • 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 3 of 70 articles filtered by #agent-interoperability

12 popular topics available • Only showing topics with 5+ articles

Meta Open Agents: Complete Analysis & Agentic Web Implications 2025
2025-06-19•17 min•🇬🇧
🛡️ expert-verified🤖 verification, export +3

Meta Open Agents: Complete Analysis & Agentic Web Implications 2025

The battle for agentic web standards intensifies as Meta enters the arena

Comprehensive analysis of Meta s Open Agents initiative, technical, architecture, enterprise implications, and comparison with open standards like LLMFeed. Strategic guide for the agentic web ecosystem.

Meta Open Agents: Complete Analysis & Agentic Web Implications 2025 Meta's announcement of Open Agents at Meta Connect 2025 represents the latest corporate entry into the rapidly evolving agentic web...

#agentic-web(30)#llmfeed(47)#mcp(41)#open-standards
(6)
Read full articleMD
2025-06-15•8 min•🇬🇧

🧪 The 2025 Agent Readiness Challenge: Which LLMs Can Actually Build the Agentic Web?

Exclusive framework reveals which AI models can handle structured, signed agent feeds. We expose the MCP implementation gap between chat and true autonomy — and propose the testing standard the industry needs to adopt.

🧪 The 2025 Agent Readiness Challenge: Beyond MCP Concepts to LLMFeed Reality Testing Which Models Can Handle Structured, Signed Agent Feeds...

#agentic-web(30)#agent-interoperability#agent-readiness#ai-agent-testing
Read full articleMD
2025-05-31•14 min•🇬🇧

🚨 The AI Agent Trust Crisis A $50B Problem

Exclusive investigation reveals how AI agent failures cost enterprises $50B annually. We expose the cryptographic verification gap that's destroying value at scale and the emergency solution the industry doesn't want to discuss.

The AI Agent Trust Crisis: A $50B Problem An Investigation into Why Enterprise AI Agents Are Failing at Scale — And What the Industry Isn't Telling You...

#agentic-web(30)#agent-interoperability#ai-agent-trust#ai-compliance
Read full articleMD