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

    624

    This repository provides an MCP server that uses natural language to manage Docker containers. It allows users to compose, introspect, debug, and manage persistent data with Docker volumes.

    Python
  • mcp

    620

    The Hyperbrowser MCP Server provides tools for web scraping, data extraction, and crawling, offering access to browser agents like OpenAI's CUA and Anthropic's Claude Computer Use. It supports the Model Context Protocol.

    TypeScript
  • bytechef

    617

    Open-source, low-code, extendable API integration & workflow automation platform. Integrate your organization or your SaaS product with any third party API

    Java
  • fetch-mcp

    611

    This repository provides an MCP server to fetch web content in various formats, including HTML, JSON, plain text, and Markdown, enabling easy integration with desktop applications. This repository provides an

    TypeScript
  • 12306-mcp

    599

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

    JavaScript
  • mcp

    582

    The Semgrep MCP Server repository provides an interface to Semgrep through the Model Context Protocol, enabling code scanning, custom rule creation, and vulnerability analysis for LLMs, AI Agents, and coding tools.

    Python
  • zotero-mcp

    561

    Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to discuss papers, get summaries, analyze citations, and more.

    Python
  • mcp-clickhouse

    551

    This repository provides an MCP server for ClickHouse, enabling users to execute SQL queries, list databases, and list tables within a ClickHouse cluster. It offers tools for interacting with ClickHouse

    Python
  • mcp-server

    547

    This repository hosts an MCP server providing access to financial data from Financial Datasets, enabling AI assistants like Claude to retrieve stock market information through its interface. The server offers

    Python
  • obsidian-mcp

    545

    This repository provides an MCP server for Obsidian, enabling AI assistants to interact with your vault for reading, creating, editing, and managing notes and tags. Use with caution and back

    TypeScript
  • mcp-filesystem-server

    523

    This repository provides a Go server implementing the Model Context Protocol (MCP) for filesystem operations, enabling read/write access, directory management, file searching, and metadata retrieval within specified directories.

    Go
  • duckduckgo-mcp-server

    508

    This repository provides a Model Context Protocol (MCP) server offering DuckDuckGo web search, content fetching, and parsing capabilities. It includes rate limiting, error handling, and LLM-friendly output formatting for seamless integration.

    Python
  • vite-plugin-vue-mcp

    502

    This Vite plugin enables a MCP server for Vue apps, providing information about the component tree, state, routes, and Pinia. It supports Cursor integration and offers options for customization, including

    Vue
  • mcp-server-elasticsearch

    499

    No description provided

    JavaScript
  • spotify-mcp

    491

    This repository hosts an MCP server that connects Claude to Spotify, enabling features like playback control, search, information retrieval, and queue management using the Spotipy API. This repository hosts an

    Python
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