Open source mcp servers tools, ranked by score and analyzed honestly. Part of our AI & Machine Learning coverage.
Ranked by score. Updated weekly.
The fast, Pythonic way to build MCP servers and clients
Fullstack MCP framework for building AI-powered apps with interactive widgets
Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors
Community-driven registry for discovering and publishing MCP servers
Cross-platform desktop AI assistant with MCP support and local knowledge bases
A Model Context Protocol (MCP) server that provides AI applications with access to neural machine translation service, Amazon Translate for text translation, managed batch processing, and smart transl
Model Context Protocol (MCP) server for Amazon Bedrock AgentCore services
The Amazon SageMaker AI MCP server provides agents with tools to enable high-performance, low-cost AI/ML model development. Currently, this server includes tools for managing SageMaker HyperPod cluste
This repository outlines a basic implementation of the [Model Context Protocol](https://modelcontextprotocol.io/) integration with Amazon Bedrock Knowledge Bases
A Model Context Protocol (MCP) server for Amazon MQ that enables generative AI models to manage RabbitMQ and ActiveMQ message brokers through MCP tools.
A Model Context Protocol (MCP) server for Finch that enables generative AI models to build and push container images through finch cli leveraged MCP tools.
MCP server for accessing Amazon Bedrock Knowledge Bases
This project is a server that dynamically creates Model Context Protocol (MCP) tools and resources from OpenAPI specifications. It allows Large Language Models (LLMs) to interact with APIs through the
Model Context Protocol (MCP) server for document parsing and content extraction
This repository outlines a basic implementation of the [Model Context Protocol](https://modelcontextprotocol.io/) integration with Amazon Nova Canvas for image generation
Model Context Protocol (MCP) server for Amazon Redshift.
Official Go SDK for building MCP servers and clients
A Model Context Protocol server for searching and analyzing arXiv papers
A mcp server to allow LLMS gain context about shadcn ui component structure,usage and installation,compaitable with react,svelte 5,vue & React Native
A Model Context Protocol server for converting almost anything to Markdown