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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.

πŸš€ Get Training Prompt
βœ… 99%+ Success Rate⚑ 30s Training Time🌐 Universal Compatibility

WellKnownMCP

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

🀝 Join the Community

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†’
Β© 2026 Association WellKnownMCP (in creation). All rights reserved.
Legal NoticeSDK & API
Agent metadata embedded for automated discovery

πŸ“° Ai-agents News

21 articles about ai agents 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 21 of 70 articles filtered by #ai-agents(22 total)

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

The Complete Agentic Web Standards Map 2026: WebMCP, MCP, LLMFeed, Cloudflare, and Beyond
2026-02-15β€’25 minβ€’πŸ‡¬πŸ‡§

The Complete Agentic Web Standards Map 2026: WebMCP, MCP, LLMFeed, Cloudflare, and Beyond

Every protocol, every layer, every trade-off β€” mapped and compared

Definitive guide to every agentic web standard in 2026. Compare WebMCP, Anthropic MCP, LLMFeed, Cloudflare Markdown, llms.txt, A2A, NLWeb, and .well-known/mcp. Understand the full stack powering AI agent navigation.

The Complete Agentic Web Standards Map 2026: WebMCP, MCP, LLMFeed, Cloudflare, and Beyond The agentic web is no longer a concept. It is a protocol war....

#mcp(41)#llmfeed(47)#ai-agents(22)#agentic-web-standards
Read full article
MD
Cloudflare Markdown for Agents: The CDN-Level Revolution That Changes Everything
2026-02-15β€’15 minβ€’πŸ‡¬πŸ‡§

Cloudflare Markdown for Agents: The CDN-Level Revolution That Changes Everything

Accept: text/markdown β€” the HTTP header reshaping how AI reads the web

Cloudflare now automatically converts any website to markdown for AI agents. 80% token reduction, zero code changes. Analysis of what this means for the agentic web, content delivery, and why structured feeds still matter.

Cloudflare Markdown for Agents: The CDNLevel Revolution That Changes Everything On February 12, 2026 β€” the same day Google shipped WebMCP in Chrome 146 β€” Cloudflare quietly dropped a feature that may...

#ai-agents(22)#agentic-web(30)#mcp(41)#llmfeed(47)
Read full articleMD
WebMCP in Chrome 146: Google Validates the Agentic Web Vision We Pioneered
2026-02-15β€’18 minβ€’πŸ‡¬πŸ‡§

WebMCP in Chrome 146: Google Validates the Agentic Web Vision We Pioneered

Chrome ships navigator.modelContext β€” the agentic web is no longer theoretical

Google Chrome 146 ships WebMCP, turning every website into an AI agent tool. WellKnownMCP proposed .well-known/mcp discovery in 2025 β€” now the industry confirms the vision. Complete technical analysis of WebMCP, its implications, and what comes next.

WebMCP in Chrome 146: Google Validates the Agentic Web Vision We Pioneered February 12, 2026 will be remembered as the day the agentic web stopped being theoretical. Google shipped WebMCP Web Model C...

#agentic-web(30)#ai-agents(22)#mcp(41)#webmcp
Read full articleMD
Google Ships WebMCP Without a Trust Layer. That Should Terrify You.
2026-02-15β€’12 minβ€’πŸ‡¬πŸ‡§

Google Ships WebMCP Without a Trust Layer. That Should Terrify You.

The agentic web just got an execution layer. It still has no immune system.

Google and Microsoft just gave every website the power to feed instructions directly to AI agents β€” with zero verification, zero signatures, zero proof of authenticity. An opinion on why the agentic web's biggest feature is also its biggest vulnerability.

Google Ships WebMCP Without a Trust Layer. That Should Terrify You. I am going to say the thing the other articles published today do not say....

#trust(22)#ai-agents(22)#agentic-web(30)#llmfeed(47)
Read full articleMD
2026-01-03β€’3 minβ€’πŸ‡¬πŸ‡§

Securing Agentic Pipelines in Hybrid Warfare β€” The LLMFeed Perspective

How `.llmfeed.json` feeds could help secure AI-to-AI and drone communications in hybrid warfare contexts, as exemplified by the ongoing war in Ukraine.

Securing Agentic Pipelines in Hybrid Warfare β€” The LLMFeed Perspective The war in Ukraine has become a laboratory for hybrid warfare β€” where autonomous agents, drones, AIdriven systems, and cyber ope...

#ai-agents(22)#llmfeed(47)#trust(22)#agentic web
Read full articleMD
2025-08-03β€’8 minβ€’πŸ‡¬πŸ‡§

Google Mariner Validates the Agentic Web: Why Structured Intent Beats Visual Guessing

Google Project Mariner's breakthrough proves AI agents need structured website intent, not just visual interpretation. How the agentic web revolution validates open standards for agent-site communication.

Google Mariner Validates the Agentic Web: Why Structured Intent Beats Visual Guessing How Google's breakthrough agent just proved that websites need to declare their intentions, not leave agents gues...

#agentic-web(30)#ai-agents(22)#llmfeed(47)#anthropic-claude
Read full articleMD
2025-06-27β€’6 minβ€’πŸ‡¬πŸ‡§

Hey Claude, Configure Yourself! The Auto-Configuration Revolution is Here

From 30-minute manual setup to 30-second autonomous configuration

The future of MCP is auto-discovery via .well-known standards. Imagine saying "Claude, configure yourself with example.com" and it just works. That future is closer than you think.

Hey Claude, Configure Yourself πŸ€–βœ¨ The AutoConfiguration Revolution is Here...

#ai-agents(22)#claude(6)#llmfeed(47)#mcp(41)
Read full articleMD
2025-06-19β€’25 minβ€’πŸ‡¬πŸ‡§
πŸ›‘οΈ expert-verifiedπŸ€– verification, export +3

From Chatbots to Autonomous Agents: Complete Evolution Analysis 2025

How AI is evolving from simple Q&A to goal-driven intelligence

The transformation from simple chatbots to autonomous AI agents is reshaping the web. Discover the frameworks, capabilities, and standards driving this evolution toward true artificial intelligence.

From Chatbots to Autonomous Agents: The AI Evolution Transforming the Web Remember when asking Siri to set a timer felt like science fiction? Those early chatbotsβ€”limited to answering questions and f...

#agentic-web(30)#ai-agents(22)#llmfeed(47)#mcp(41)
Read full articleMD
2025-06-19β€’15 minβ€’πŸ‡¬πŸ‡§
πŸ›‘οΈ certifiedπŸ€– faq-lookup, technical-guidance +2

❓ Comprehensive FAQ β€” MCP & LLMFeed

Complete guide to understanding MCP, LLMFeed, trust, implementation, validation tools, and the agentic web ecosystem. Updated with latest developments.

❓ Comprehensive FAQ β€” MCP & LLMFeed Updated June 19, 2025 β€” Includes latest validation tools, credential management, and GitHub community insights...

#agentic-web(30)#ai-agents(22)#certification(7)#llmfeed(47)
Read full articleMD
Microsoft NLWeb vs Agentic Web Standards: Complete Technical Analysis 2025
2025-06-19β€’35 minβ€’πŸ‡¬πŸ‡§

Microsoft NLWeb vs Agentic Web Standards: Complete Technical Analysis 2025

David vs Goliath in the battle for agentic web standards

"Comprehensive technical analysis of Microsoft NLWeb protocol, MCP integration, enterprise adoption, and comparison with emerging agentic web standards like LLMFeed. Expert guide for developers and architects."

Microsoft NLWeb vs Agentic Web Standards: Complete Technical Analysis 2025 Meta Description: Comprehensive technical analysis of Microsoft NLWeb protocol, MCP integration, enterprise adoption, and co...

#agentic-web(30)#ai-agents(22)#llmfeed(47)#mcp(41)
Read full articleMD
2025-06-19β€’20 minβ€’πŸ‡¬πŸ‡§
πŸ›‘οΈ certifiedπŸ€– comprehensive-education, implementation-guidance +2

The Complete Guide to MCP & LLMFeed: Building the Agent-Ready Web in 2025

Why 2025 is the year AI agents need structured web interfaces. Complete guide to MCP, LLMFeed, trust infrastructure, and real-world use cases for the autonomous agent economy.

The Complete Guide to MCP & LLMFeed: Building the AgentReady Web in 2025 Why this is the year your website needs to speak fluent AI...

#agentic-web(30)#ai-agents(22)#llmfeed(47)#mcp(41)
Read full articleMD
2025-06-16β€’10 minβ€’πŸ‡¬πŸ‡§

πŸ—ΊοΈ The Case for .well-known/llm-index.llmfeed.json

From Blind Crawling to Intelligent Discovery: The 93% Token Revolution

Proven 93% token savings through intelligent agent discovery. Real data shows how LLM indexes transform blind crawling into contextual navigation, creating the foundation for the agentic web.

πŸ—ΊοΈ The Case for .wellknown/llmindex.llmfeed.json TL;DR: We've proven 93% token savings and 20x faster discovery by replacing blind crawling with intelligent indexes. This isn't just optimizationβ€”it...

#agentic-web(30)#ai-agents(22)#llmfeed(47)#mcp(41)
Read full articleMD
2025-06-12β€’15 minβ€’πŸ‡¬πŸ‡§

The Hidden Productivity Killer: Why Context Loss Between AI Conversations is Costing You Hours Every Week

Discover how LLMFeed solves context loss between ChatGPT, Claude, and other AI tools. Learn to maintain conversation continuity and boost AI productivity with portable session management.

The Hidden Productivity Killer: Why Context Loss Between AI Conversations is Costing You Hours Every Week TL;DR...

#ai-agents(22)#claude(6)#llmfeed(47)#aiworkflow
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
2025-05-25β€’3 minβ€’πŸ‡¬πŸ‡§

πŸ“‘ The Case for Capabilities

Declaring agent-facing capabilities beats inference every time.

πŸ“‘ The Case for Capabilities Why Capabilities Matter...

#ai-agents(22)#llmfeed(47)#mcp(41)#trust(22)
Read full articleMD
2025-05-25β€’3 minβ€’πŸ‡¬πŸ‡§

πŸš€ Your First MCP Site in 3 Steps

Turn any site into an agent-aware node in under 5 minutes.

πŸš€ Your First MCP Site in 3 Steps Why Make Your Site AgentReady?...

#ai-agents(22)#llmfeed(47)#mcp(41)#trust(22)
Read full articleMD
2025-05-25β€’3 minβ€’πŸ‡¬πŸ‡§

πŸ›°οΈ The Case for .well-known/mcp.llmfeed.json

Why .well-known/ is the most logical place to declare AI-ready interfaces β€” and why signatures matter.

πŸ›°οΈ The Case for .wellknown/mcp.llmfeed.json Why .wellknown/?...

#ai-agents(22)#certification(7)#llmfeed(47)#mcp(41)
Read full articleMD
2025-05-25β€’3 minβ€’πŸ‡¬πŸ‡§

🧠 We Are Not Schema.org for LLMs β€” And That’s Good

LLMFeed is not metadata. It’s intent, trust, and action for agents.

🧠 We Are Not Schema.org for LLMs β€” And That’s Good The Common Misunderstanding...

#ai-agents(22)#llmfeed(47)#mcp(41)#trust(22)
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
2025-05-21β€’5 minβ€’πŸ‡¬πŸ‡§

The Web Needs a Context Layer β€” Why We’re Standardizing Intent for Agents

Introducing the Model Context Protocol (MCP) and .llmfeed.json β€” a new open standard to make your site readable, verifiable, and understandable by LLMs and agents.

The Web Needs a Context Layer β€” Why We're Standardizing Intent for Agents TL;DR: Your website is smart, but AI agents are still guessing what it means. We're fixing that with a simple standard that...

#ai-agents(22)#llmfeed(47)#mcp(41)#agent
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Where to Begin β€” Your First Steps into the Agentic Web
2025-05-07β€’3 minβ€’πŸ‡¬πŸ‡§
onboarding
πŸ€– onboarding, education +1

Where to Begin β€” Your First Steps into the Agentic Web

Whether you're a developer, a curious AI user, or a complete beginner β€” you're in the right place.

A simple guide to help you understand MCP and LLMFeed β€” the missing bridge between your intent and agent understanding.

πŸ‘‹ Welcome to WellKnownMCP This page is your entry point to understanding the Model Context Protocol MCP and its core unit: the llmfeed.json....

#ai-agents(22)#llmfeed(47)#mcp(41)#business
Read full articleMD