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

    96

    A lightweight C++ SDK for implementing the MCP Server.

    C++
  • dicom-mcp

    95

    The dicom-mcp repository provides a Model Context Protocol server for DICOM, enabling LLMs to query and interact with medical imaging metadata from DICOM servers. It supports patient data retrieval and

    Python
  • oxylabs-mcp

    95

    This repository provides an MCP server that allows AI assistants to access web data through Oxylabs' web scraping technology, enabling them to scrape, render, and extract content while bypassing anti-scraping measures.

    Python
  • mcp-rest-api

    95

    A TypeScript-based MCP server that enables testing of REST APIs through Cline. This tool allows you to test and interact with any REST API endpoints directly from your development environment.

    JavaScript
  • mcp-replicate

    94

    This repository provides a Model Context Protocol (MCP) server implementation for Replicate, enabling users to run Replicate models through a tool-based interface. It supports model search, prediction management, and image handling.

    TypeScript
  • molecule-mcp

    91

    Molecule-MCP connects molecule science tools to Claude AI via the Model Context Protocol, enabling Claude to interact with and control these tools, acting as a co-scientist for prompt-assisted molecule modeling.

    Python
  • library-mcp

    90

    MCP server for operating on Markdown knowledge bases

    Python
  • JSON-MCP-Server

    90

    This repository provides a JSON Model Context Protocol (MCP) server, enabling LLMs to query and manipulate JSON data using tools like `query` and `filter` with extended operations for diverse data transformations.

    JavaScript
  • openai-websearch-mcp

    89

    This repository provides an MCP server for accessing OpenAI's websearch functionality, enabling AI assistants like Claude to search the web for up-to-date information during conversations with users. This repository provides

    Python
  • mcp-server-and-gw

    89

    This repository provides a bridge, server, and client for connecting Claude Desktop to remote servers via HTTP SSE, enabling independent server development and faster iteration cycles. This repository provides a

    TypeScript
  • NASA-MCP-server

    88

    The NASA MCP Server provides a standardized interface for AI models to access over 20 NASA data sources, offering optimized data formats, parameter validation, and rate limit management for efficient AI consumption.

    TypeScript
  • mcp-web-ui

    88

    MCP Web UI is a web interface for interacting with LLMs, offering a unified platform for multiple providers, real-time chat, flexible configuration, and advanced context handling. MCP Web UI is

    Go
  • mcp-server-llamacloud

    86

    This repository hosts a TypeScript-based MCP server that connects to multiple LlamaCloud managed indexes, creating individual tools for each index based on command-line arguments. Each tool allows querying its specific index.

    JavaScript
  • scrapling-fetch-mcp

    85

    This repository provides an MCP server, `scrapling-fetch-mcp`, enabling AI assistants to access text content from websites employing bot detection. It offers tools for fetching complete pages and extracting content based on patterns.

    Python
  • mcp-postman

    85

    This repository provides an MCP server that executes Postman collections using Newman, enabling LLMs to run API tests and receive detailed results through a standardized interface. This repository provides an

    TypeScript
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