Open Source A2A Protocol Adapter SDK for Different Agent Frameworks and Harnesses

A server using FastMCP framework to generate images based on prompts via a remote Comfy server.

An MCP server implementation enabling LLMs to work with new APIs and frameworks

The UI5 MCP server improves the developer experience when working with agentic AI and the UI5 framework.

Framework-aware code intelligence MCP server for Claude Code and Codex — 70.5% fewer input tokens to review a pull request, median over 60 merged PRs in repos we don't own, comprehension at parity. 81 languages, 87 frameworks. Your code and index never leave the machine; an anonymous usage ping is on by default and opt-out.

An advanced sequential thinking process using a Multi-Agent System (MAS) built with the Agno framework and served via MCP.

MCP Documentation Server - Bridge the AI Knowledge Gap. ✨ Features: Document management • Gemini integration • AI-powered semantic search • File uploads • Smart chunking • Multilingual support • Zero-setup 🎯 Perfect for: New frameworks • API docs • Internal guides

An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP). This server is built with the FastMCP framework and the imessagedb library, enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling.

An MCP server that allows users to dynamically add custom tools/functions at runtime

Research that compiles.

Self-correcting learning engine for Claude Code — persistent identity, behavioral pattern tracking, and cross-session memory

Remote approvals, policy checks, and execution evidence for unattended AI agents.