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The Model Context Protocol (MCP) is an open standard for AI model communication.
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  • jupyter-mcp-server

    1246

    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
  • web-eval-agent

    1240

    Autonomous web app evaluator using MCP. Tests & scores web applications.

    Python
  • mcp-golang

    1227

    mcp-golang is an unofficial Go implementation of the Model Context Protocol, enabling developers to write MCP servers and clients with minimal code. It offers type safety, custom transports, and modular components.

    Go
  • LightAgent

    1205

    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
  • google-calendar-mcp

    1172

    This repository hosts a Model Context Protocol (MCP) server that integrates with Google Calendar, enabling LLMs to manage events, analyze schedules, and automate calendar-related tasks through a secure OAuth 2.0 authentication flow.

    TypeScript
  • 12306-mcp

    1172

    This is a 12306 ticket search server based on the Model Context Protocol (MCP).

    JavaScript
  • Gmail-MCP-Server

    1165

    This repository provides an MCP server for Gmail integration with Claude Desktop, enabling AI assistants to manage Gmail through natural language. It supports email sending, reading, searching, and label management

    JavaScript
  • quickstart-resources

    1157

    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
  • tools

    1147

    A set of tools that gives agents powerful capabilities.

    Python
  • mcp-searxng

    1133

    This repository provides an MCP server implementation that integrates the SearxNG API, enabling web search capabilities with features like general queries, news, and pagination control. This repository provides an MCP

    JavaScript
  • fetcher-mcp

    1071

    Fetcher MCP is a server that uses Playwright to fetch web page content, supporting JavaScript execution and intelligent content extraction. It offers flexible output formats, parallel processing, and resource optimization

    TypeScript
  • openops

    1058

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

    TypeScript
  • mcp-server-chatsum

    1030

    The mcp-server-chatsum repository provides an MCP server to summarize chat messages stored in a database, allowing users to query and summarize their conversations using tools and prompts. It's designed for

    TypeScript
  • mcp-boilerplate

    1024

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

    TypeScript
  • goat

    1008

    GOAT is the largest agentic finance toolkit for AI agents, enabling them to send payments, purchase goods, engage in investment strategies, tokenize assets, and gain financial insights by leveraging blockchains and wallets.

    TypeScript
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