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MCP Directory

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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Documentation

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AI servers

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  • awesome-hacking-lists

    1324

    A curated collection of top-tier penetration testing tools and productivity utilities across multiple domains. Join us to explore, contribute, and enhance your hacking toolkit!

  • npcpy

    1299

    Here are a few options, prioritizing clarity and SEO: * **AI Dev Toolkit: MCP for building & managing AI models. #AI #ML** (63 chars) * **npcpy: Model Context Protocol toolkit for AI development.

    Python

  • langchain4j-aideepin

    1242

    基于AI的工作效率提升工具（聊天、绘画、知识库、工作流、 MCP服务市场） | Ai-based productivity tools (Chat,Draw,RAG,Workflow,MCP marketplace etc)

    Java

  • claude-code-mcp

    1236

    No description provided

    JavaScript

  • actors-mcp-server

    1112

    This repository implements an MCP server for Apify Actors, enabling AI assistants to use them as tools for tasks like data extraction and web scraping via HTTP or standard input/output.

    TypeScript

  • quickstart-resources

    1065

    This repository provides server and client examples from Model Context Protocol tutorials, including a simple weather server and an LLM-powered chatbot client, demonstrating MCP implementation. This repository provides server and

    TypeScript

  • jupyter-mcp-server

    1021

    Jupyter MCP Server is a Model Context Protocol server that enables interaction with Jupyter notebooks running in a local JupyterLab environment. It facilitates real-time collaboration and integration with tools like Claude Desktop.

    Python

  • tools

    1019

    A set of tools that gives agents powerful capabilities.

    Python

  • mcp-boilerplate

    1018

    A remote Cloudflare MCP server boilerplate with user authentication and Stripe for paid tools.

    TypeScript

  • openops

    1015

    **FinOps automation platform. No-code rules, AI-powered cost optimization. Open source.**

    TypeScript

  • ollama-mcp-bridge

    969

    This repository provides a TypeScript bridge connecting local LLMs via Ollama to Model Context Protocol servers, enabling open-source models to utilize tools like filesystem operations, web search, and more.

    TypeScript

  • chatgpt-cli

    916

    ChatGPT CLI is a versatile tool for interacting with LLMs through OpenAI, Azure, and other popular providers like Perplexity AI and Llama. It supports prompt files, history tracking, and live data inj

    Go

  • AI-Gateway

    905

    AI Gateway: APIM experiments integrating Azure OpenAI & AI Foundry. Explore AI capabilities & workshop: aka.ms/ai-gateway/workshop

    Jupyter Notebook

  • LightAgent

    862

    LightAgent: Lightweight AI agent framework with memory, tools & tree-of-thought. Supports multi-agent collaboration, self-learning, and major LLMs (OpenAI/DeepSeek/Qwen). Open-source with MCP/SSE prot

    Python

  • mcp-knowledge-graph

    840

    This repository provides a knowledge graph memory server, a fork of the original Memory Server, that allows Claude to remember user information across chats using local, persistent storage with customizable memory paths.

    JavaScript
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