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Model Context Protocol Directory

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

    20653

    No description provided

    Go

  • opik

    19580

    Opik is an open-source LLM evaluation framework designed to help build better, faster, and cheaper LLM systems through tracing, evaluations, and dashboards for RAG chatbots, code assistants, and agentic pipelines.

    Python

  • agentic

    18116

    Agentic is a marketplace and platform for LLM tools, focusing on quality and ease of use with MCP (Model Context Protocol) support. It allows both consumption and publishing of LLM tools with a focus on curated, high-quality integrations.

    TypeScript

  • cognee

    17792

    Cognee is a memory layer for AI apps and agents, enabling dynamic agent memory using scalable ECL pipelines to interconnect and retrieve past conversations, documents, images, and audio transcriptions for

    Jupyter Notebook

  • mcp-for-beginners

    16494

    MCP learning resource. .NET, Java, TypeScript, JavaScript, Python examples. Teaches Model Context Protocol fundamentals. #MCP #ModelContextProtocol

    Python

  • genai-toolbox

    15578

    MCP Toolbox for Databases is an open source MCP server for databases.

    Go

  • WrenAI

    15497

    No description provided

    TypeScript

  • Figma-Context-MCP

    15040

    This repository provides a Model Context Protocol (MCP) server that allows AI coding tools like Cursor to access and utilize Figma design data for more accurate code generation.

    TypeScript

  • Fay

    12855

    fay是一个帮助数字人（2.5d、3d、移动、pc、网页）或大语言模型（openai兼容、deepseek）连通业务系统的mcp框架。

    JavaScript

  • typescript-sdk

    12647

    This TypeScript SDK implements the Model Context Protocol, enabling developers to build MCP clients and servers that expose resources, prompts, and tools for LLM context management. It supports standard transports

    TypeScript

  • langchain4j

    12275

    Java version of LangChain

    Java

  • mcp-chrome

    11902

    Chrome extension MCP server. Enables AI assistants (e.g., Claude) to automate Chrome, analyze content, and perform semantic search via Model Context Protocol.

    TypeScript

  • scira

    11713

    Scira (Formerly MiniPerplx) is a minimalistic AI-powered search engine that helps you find information on the internet and cites it too. Powered by Vercel AI SDK! Search with models like xAI's Grok 3.

    TypeScript

  • zen-mcp-server

    11592

    **Option 1 (Focus on Model Orchestration):** > Model Context Protocol server. Orchestrates Claude + other LLMs (Gemini, OpenAI, etc.) for combined processing. **Option 2 (Focus on Unified Interface)

    Python

  • awesome-chatgpt-zh

    11558

    ChatGPT 中文指南🔥，ChatGPT 中文调教指南，指令指南，应用开发指南，精选资源清单，更好的使用 chatGPT 让你的生产力 up up up! 🚀

    Python
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