Model Context Protocol Generative AI Tools
Tools and servers implementing the Model Context Protocol (MCP) standard for connecting LLMs to external tools, APIs, and data sources. Includes MCP server implementations, gateways, and frameworks. Does NOT include general LLM frameworks, agent orchestration platforms, or non-MCP tool integrations.
There are 7 model context protocol tools tracked. 2 score above 50 (established tier). The highest-rated is a2aproject/a2a-samples at 67/100 with 1,385 stars. 1 of the top 10 are actively maintained.
Get all 7 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=generative-ai&subcategory=model-context-protocol&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
a2aproject/a2a-samples
Samples using the Agent2Agent (A2A) Protocol |
|
Established |
| 2 |
google-agentic-commerce/AP2
Building a Secure and Interoperable Future for AI-Driven Payments. |
|
Established |
| 3 |
thangchung/mcp-labs
All things about MCP experiments.⭐️ Star to support our work! |
|
Emerging |
| 4 |
groovysquirrel/brains-mcp
A Serverless MCP implementation using SST, React and AWS. |
|
Experimental |
| 5 |
rainmana/mcw-framework
Meta-Context Framework is novel research into a new coordination-focused... |
|
Experimental |
| 6 |
brunoclazaro2010/ue5-mcp
Enable AI to read, modify, and create UE5 Blueprints through natural... |
|
Experimental |
| 7 |
Nirob-0812/ai-task-api
AI Task API — FastAPI + MCP (Single Route) |
|
Experimental |