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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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  • 🔧 LLMFeedHub (Universal Analyzer)
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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.
Legal NoticeSDK & API
Agent metadata embedded for automated discovery

📰 Discovery News

4 articles about discovery • 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 4 of 70 articles filtered by #discovery

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

OpenAI's Connector Registry + LLMFeed: The Complete Discovery Stack
2025-10-12•11 min•🇬🇧
🛡️ signed🤖 integration-architecture, enterprise-deployment

OpenAI's Connector Registry + LLMFeed: The Complete Discovery Stack

Enterprise control meets web-scale discovery in the complete agent connectivity stack

AgentKit's Connector Registry solves enterprise data access. LLMFeed's .well-known/ solves web discovery. Together, they create the complete infrastructure for agent-to-data connectivity at every scale.

OpenAI's Connector Registry + LLMFeed: The Complete Discovery Stack At DevDay 2025, OpenAI announced AgentKit's Connector Registry—a unified admin panel for managing agent data sources across ChatGPT...

#llmfeed(47)#mcp(41)#agentkit#connector-registry
Read full articleMD
From Plugin Marketplaces to Web Discovery: The Evolution of Agent Ecosystems
2025-10-12•9 min•🇬🇧
🛡️ signed🤖 ecosystem-analysis, architecture-evolution

From Plugin Marketplaces to Web Discovery: The Evolution of Agent Ecosystems

Why centralized registries and decentralized discovery are better together

Anthropic's Claude Code plugin marketplaces solve internal distribution. LLMFeed's .well-known/ discovery solves web-scale adoption. Together, they represent the evolution from walled gardens to open ecosystems.

From Plugin Marketplaces to Web Discovery: The Evolution of Agent Ecosystems Anthropic just documented their Claude Code plugin marketplace architecture. It's elegant, practical, and solves a critica...

#anthropic(6)#llmfeed(47)#mcp(41)#open-standards(6)
Read full articleMD
2025-2030: The Agent Ecosystem Wars—Five Futures for the Agentic Web
2025-10-12•16 min•🇬🇧
🛡️ signed🤖 future-scenarios, strategic-analysis

2025-2030: The Agent Ecosystem Wars—Five Futures for the Agentic Web

Marketplace monopolies, open discovery, IoT integration, and the battle for agent attention

From marketplace monopolies to open web discovery, from smart homes to server hubs—exploring five possible futures for how agents will organize, discover, and monetize capabilities in the next five years.

20252030: The Agent Ecosystem Wars—Five Futures for the Agentic Web Note: This article explores hypothetical future scenarios for agent ecosystems. Current marketplace implementations OpenAI Connect...

#llmfeed(47)#2030#agent-ecosystems#discovery
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2025-06-27•6 min•🇬🇧

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 🤖✨ The AutoConfiguration Revolution is Here...

#ai-agents(22)#claude(6)#llmfeed(47)#mcp(41)
Read full articleMD