Ecosystem

Tool Definition Quality Score

An open framework for scoring how well an MCP tool definition communicates to an AI agent – the Tool Definition Quality Score (TDQS).

Cotlib

cotlib is a secure, high-performance Go library for parsing, validating, and generating Cursor-on-Target (CoT) XML messages. It features a...

Vibeprospecting Plugin

Power your chat with B2B data to create lead lists, research companies, personalize your outreach, and more.

Intergrax

Source-available Harness AI / Agent OS for teams building governed agent applications — with Nexus orchestration, policy-controlled tools, R...

Developer Docs

This documentation is open source. We welcome feedback, suggestions, and PRs

Arsmedicatech

This is a broad purpose web application for various kinds of clinical use cases. It has a Flask server, a React front end, SurrealDB for a m...

SelfHub

Personal MCP-powered digital hub - private data center with AI integration for memory, notes, and personal knowledge management

UnrealClientProtocol

Lightweight UE5 plugin that exposes Unreal Engine's reflection system over TCP+JSON — let AI agents call UFunctions, read/write UProperties,...

Warp SQL Server MCP

🗄️ Model Context Protocol (MCP) server for SQL Server integration with Warp terminal. Execute queries, explore schemas, export data, and ana...

MCP Gateway

A plugin-based gateway that orchestrates other MCPs and allows developers to build upon it enterprise-grade agents.

Google Tasks MCP

MCP server for Google Tasks API integration

Testing MCP

Let LLMs author your integration tests—E2E-style.