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The Model Context Protocol (MCP) is an open standard for AI model communication.
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Browse and discover Model Context Protocol compatible servers

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AI servers

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  • mcp2cli

    2

    Turn MCP servers, OpenAPI specs, or GraphQL endpoints into efficient CLIs at runtime with zero code generation and minimal token use.

    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

  • karellen-rr-mcp

    2

    Provide an MCP server to enable reverse debugging with rr, improving control and insight during program execution analysis.

  • dsers-mcp-product-py

    2

    Automate DSers product import, bulk variant edits, and Shopify push from AliExpress with AI using Python MCP server

    Python

  • mif-spec

    2

    Define and standardize Memory Interchange Format (MIF) to enable seamless memory transfer between AI systems.

    Python

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

    2

    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

  • bitbucket-dc-mcp

    2

    Bitbucket MCP Server

    Python

  • Y-star-gov

    2

    No description provided

    Python

  • MCPGateway

    2

    Unify local AITool instances and remote MCP servers into a single, searchable execution surface with a .NET 10 library.

    C#

  • 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

  • damens_mcps

    2

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

    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

  • mcp-firewall

    2

    🛡 Enforce security policies, redact data, sandbox processes, and verify integrity for Model Context Protocol (MCP) server communication.

    Go

  • claude

    2

    Enhance Claude Code CLI with undo, safety hooks, session resume, effort control, MCP tools, and multilingual i18n

    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
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