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The Model Context Protocol (MCP) is an open standard for AI model communication.
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AI servers

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  • better-code-review-graph

    65

    Knowledge graph for token-efficient code reviews — fixed search, qualified call resolution, dual-mode embedding (ONNX + multi-provider cloud)

    Python
  • CornMCP

    65

    CornMCP is an open-source mono repo that gives AI coding agents (Antigravity, Cursor, Claude Code, Codex), token-saving access to your codebase through the Model Context Protocol (MCP).

    TypeScript
  • rember-mcp

    63

    This repository provides the Rember MCP server, enabling Claude to create flashcards for spaced repetition learning using the Model Context Protocol. It allows users to generate flashcards from chats and

    TypeScript
  • quick-mcp-example

    62

    This repository standardizes LLM interaction with MCP servers, which expose tools, execute functions, provide static content, and offer preset prompts through a unified framework. This repository standardizes LLM interaction with

    Python
  • autogen-ext-mcp

    59

    This archived repository provided integration between Microsoft AutoGen and the Model Context Protocol, enabling AutoGen agents to connect with data sources and tools. Its functionality is now integrated into the

    Python
  • MCP-PIF

    57

    This repository implements the Model Context Protocol (MCP) as part of the Personal Intelligence Framework (PIF), creating spaces for meaningful AI-human understanding through structured tools and interaction patterns.

    TypeScript
  • mcp-thinking

    55

    This repository extracts the chain of thought from Deepseek R1, enabling its use in Claude Desktop or other MCP clients. It requires a Deepseek API key and utilizes a setup

    TypeScript
  • matlab-mcp-server

    55

    The MATLAB MCP server provides AI users with powerful scientific computing and data analysis capabilities. It allows users to execute MATLAB code directly in conversations, generate MATLAB scripts fro

    JavaScript
  • gomcp

    52

    Unofficial Golang SDK for Anthropic Model Context Protocol

    Go
  • Image-Generation-MCP-Server

    51

    This repository provides an MCP server for image generation using the Replicate Flux model, enabling users to generate images through Claude Desktop with either NPX or local installation, requiring a

    JavaScript
  • mcp-databricks-server

    50

    This repository provides a Model Context Protocol (MCP) server that connects to Databricks, enabling LLMs to execute SQL queries, list jobs, retrieve job statuses, and access detailed job information.

    Python
  • mcp-openapi-schema

    50

    This repository provides a Model Context Protocol (MCP) server that exposes OpenAPI schema information to Large Language Models, enabling them to explore and understand API specifications through specialized tools.

    JavaScript
  • world_bank_mcp_server

    50

    This repository hosts a Model Context Protocol (MCP) server that facilitates interaction with the World Bank's open data API, enabling AI assistants to list and analyze indicators for various countries.

    Python
  • oatpp-mcp

    50

    Oatpp-mcp implements Anthropic's Model Context Protocol for Oat++, enabling LLM integration with your Oat++ API through autogenerated tools. It supports STDIO and HTTP SSE transports, along with Prompts, Resources, and Tools.

    C++
  • podcli

    49

    CLI/MCP/Platform to generate clips from podcast.

    Python
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