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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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Documentation

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AI servers

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  • memphis

    4

    Memphis – Self‑Evolving AI Agent Runtime

    TypeScript

  • ATS-Checker-Resume-using-CrewAI-MCP

    3

    Modular AI-powered resume and job analysis platform using CrewAI and MCP servers. Features include resume parsing, job description analysis, ATS optimization, real-time feedback, scoring, bulk compari

    JavaScript

  • rijksmuseum-mcp-client

    3

    This repository contains an Electron-based desktop application that interacts with the Rijksmuseum MCP server, enabling AI-powered exploration of the Rijksmuseum's art collection through a chat interface. This repository contains an

    TypeScript

  • verodat-mcp-server

    3

    The Verodat MCP Server repository provides a Model Context Protocol implementation for integrating Verodat's data management with AI systems like Claude Desktop, enabling account, workspace, and dataset operations.

    TypeScript

  • mcp-server

    3

    This repository provides the MCP Server, enabling AI assistants to safely utilize external tools like Python and web access. It enhances data processing and error handling, empowering bots to solve problems effectively.

    Python

  • prospector-mcp-email-finder

    2

    Find and verify business emails with an open-source MCP server using DNS, SMTP checks, and web scraping without paid API subscriptions.

    JavaScript

  • nb

    2

    Hypergraphic-FMOps is a tool that leverages the power of advanced AI models (OpenAI's GPT-4 and Anthropic's Claude-2) to analyze software architecture descriptions. Simply provide a description of you

    Jupyter Notebook

  • siteaudit-mcp

    2

    Instant SEO, performance, and security audits for any URL — an MCP server for AI agents

    Python

  • mcp-example

    2

    This repository provides an example of using the Model Context Protocol with a single tool, resource, and prompt, showcasing installation and usage of both the MCP server and client for interaction.

    Python

  • hyper-mcp

    2

    Hyper-mcp is a fast, secure MCP server that enhances applications with AI capabilities through WebAssembly plugins. It allows developers to write plugins in any language and distribute them via OCI registries.

    Rust

  • Y-star-gov

    2

    No description provided

    Python

  • bitbucket-dc-mcp

    2

    Bitbucket MCP Server

    Python

  • mcp-fal

    2

    This repository provides a Model Context Protocol (MCP) server for interacting with fal.ai models, enabling listing, searching, schema retrieval, content generation, queue management, and file uploads. This repository provides a

    Python

  • mcpserve

    2

    Simple MCP Server w/ Shell Exec. Connect to Local via Ngrok, or Host Ubuntu24 Container via Docker

    Python

  • damens_mcps

    2

    A collection of MCP servers I've put together with various AI tools for infrastructure management

    Python
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