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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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  • 📚 LLMFeed Specification
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Platform & Tools

  • 🔧 LLMFeedHub (Universal Analyzer)
  • ✍️ Prompt Builder
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🛡️ 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

📰 Llm News

5 articles about llm • 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 5 of 70 articles filtered by #llm

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

2026-01-03•3 min•🇬🇧

Why MCP Could Be the Future of Web Crawling for LLMs

As GPTBot and other intelligent crawlers emerge, the Model Context Protocol offers a structured, verifiable, and LLM-friendly alternative to traditional HTML parsing.

Why MCP Could Be the Future of Web Crawling for LLMs With the rise of RetrievalAugmented Generation RAG and AI agents needing realtime, contextual information, the limitations of classic HTML parsing...

#mcp(41)#trust(22)#llm
Read full articleMD
2025-06-03•2 min•🇬🇧

Why MCP preserves order in `.llmfeed.json`

How token order impacts LLM behavior, and why MCP signatures guarantee it.

Why MCP preserves order in .llmfeed.json When signing .llmfeed.json feeds, MCP takes a deliberate stance: we do NOT sort keys during canonicalization....

#llmfeed(47)#mcp(41)#canonicalization#llm
Read full articleMD
2025-05-31•2 min•🇬🇧

LLM SEO vs MCP: Competing or Complementary Visions?

LLM-driven SEO is on the rise. How does it compare — or conflict — with MCP and the goals of an open Agentic Web?

LLM SEO vs MCP: Competing or Complementary Visions? As large language models LLMs become the new interface to knowledge, a new field is booming: LLM SEO — optimizing content not for search engines, b...

#agentic-web(30)#mcp(41)#llm#search
Read full articleMD
2025-05-30•2 min•🇬🇧

From SEO to AIO: aiovsseo.com joins the Agentic Web

No description available.

From SEO to AIO: aiovsseo.comhttps://aiovsseo.com joins the Agentic Web Why this matters...

#agentic-web(30)#mcp(41)#trust(22)#aio
Read full articleMD
2025-05-27•5 min•🇬🇧

Which LLMs are ready for MCP Signature Verification? GPT-4o, Claude, Gemini, Mistral, Grok — the real comparison

No description available.

Which LLMs are ready for MCP Signature Verification? GPT4o, Claude, Gemini, Mistral, Grok — the real comparison...

#claude(6)#mcp(41)#compatibility#deepseek
Read full articleMD