Skip to main content
Glama

Open-Source MCP servers

Production-ready MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.

9,443 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • -
    security
    A
    license
    -
    quality
    Enables semantic search and discovery of free public APIs from an extensive catalog. Provides embedding-based search over API names and descriptions, plus detailed API information retrieval.
    Last updated -
    2
    2
    MIT License
    • Apple
  • -
    security
    F
    license
    -
    quality
    A server that leverages the XMCP framework to discover and execute tools from the src/tools directory, supporting both SSE and STDIO transport methods for interaction.
    Last updated -
    736
    7
  • -
    security
    -
    license
    -
    quality
    A development server that automatically discovers and exposes tools from the src/tools directory, allowing you to create and run Machine Comprehension Protocol (MCP) services with either HTTP or STDIO transport methods.
    Last updated -
    1
  • -
    security
    F
    license
    -
    quality
    A RESTful API application based on the Koa framework that provides example endpoints for creating, reading, updating, and deleting resources.
    Last updated -
  • -
    security
    F
    license
    -
    quality
    A simple application demonstrating Model Context Protocol (MCP) integration with FastAPI and Streamlit, allowing users to interact with LLMs through a clean interface.
    Last updated -
    3
    • Linux
  • -
    security
    A
    license
    -
    quality
    A REST API built with FastAPI that exposes endpoints via Model Context Protocol (MCP), allowing clients to interact with CRUD operations through MCP interfaces.
    Last updated -
    MIT License
    • Apple
    • Linux

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord
  • -
    security
    F
    license
    -
    quality
    A complete fullstack application that demonstrates Model Context Protocol integration for AI assistants to securely connect to external data sources and tools, providing task management functionality with a Convex backend and Remix frontend.
    Last updated -
    1
  • -
    security
    F
    license
    -
    quality
    An MCP server that implements Retrieval-Augmented Generation to efficiently retrieve and process important information from various sources, providing accurate and contextually relevant responses.
    Last updated -
  • A
    security
    F
    license
    A
    quality
    Provides real-time system metrics and information through a Model Context Protocol interface, enabling access to CPU usage, memory statistics, disk information, network status, and running processes.
    Last updated -
    7
    2
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    An MCP server that provides detailed information about your development environment to the Cursor code editor, enabling more context-aware assistance.
    Last updated -
    5
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    Provides comprehensive system diagnostics and hardware analysis through 10 specialized tools for troubleshooting and environment monitoring. Offers targeted information gathering for CPU, memory, network, storage, processes, and security analysis across Windows, macOS, and Linux platforms.
    Last updated -
    10
    MIT License
    • Apple
    • Linux
  • -
    security
    F
    license
    -
    quality
    An MCP (Multi-Agent Conversation Protocol) Server that provides an interface to the 1Forge financial APIs, allowing access to forex data and currency conversion services through natural language interactions.
    Last updated -
  • -
    security
    A
    license
    -
    quality
    An MCP server that provides real-time delay information for JR East train lines, accessible via MCP clients like Claude Desktop through the 'getDelays' tool.
    Last updated -
    4
    MIT License
  • -
    security
    F
    license
    -
    quality
    An MCP server that enables interaction with Velo Payments APIs for global payment operations, automatically generated using AG2's MCP builder from the Velo Payments OpenAPI specification.
    Last updated -
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that enables fetching and processing images from URLs, local file paths, and numpy arrays, returning them as base64-encoded strings with proper MIME types.
    Last updated -
    1
    12
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables searching YouTube videos, retrieving and storing transcripts, and performing semantic search over video content without using the official YouTube API.
    Last updated -
    6
    MIT License
  • -
    security
    A
    license
    -
    quality
    A utility tool that analyzes Next.js application routes and provides detailed information about API paths, HTTP methods, parameters, status codes, and request/response schemas.
    Last updated -
    5
    97
    MIT License
  • -
    security
    F
    license
    -
    quality
    An MCP server that enables interaction with Datagouv APIs, primarily allowing users to search for up-to-date information about companies registered in France.
    Last updated -
    8
  • A
    security
    A
    license
    A
    quality
    MCP server that interfaces with the NCBI Entrez API to fetch detailed information about genes and proteins, enabling gene searches, gene/protein metadata retrieval, and symbol searching with organism filtering.
    Last updated -
    4
    1
    MIT License
  • -
    security
    A
    license
    -
    quality
    An MCP server that provides deep knowledge about OpenAI APIs and SDKs, enabling users to query technical information through various MCP clients including ChatGPT Deep Research, Cursor, and OpenAI Responses API.
    Last updated -
    10
    MIT License
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that provides integration with LeetCode APIs, enabling automated interaction with programming problems, contests, solutions, and user data across both leetcode.com and leetcode.cn platforms.
    Last updated -
    9
    196
    52
    MIT License
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that enables intelligent searching across documentation for 30+ programming libraries and frameworks, fetching relevant information from official sources.
    Last updated -
    22
    6
    MIT License
    • Apple
  • -
    security
    F
    license
    -
    quality
    A platform that integrates and manages APIs from ByteDance's Ocean Engine (巨量引擎) advertising platform, providing unified access interfaces for e-commerce traffic acquisition scenarios.
    Last updated -
  • -
    security
    F
    license
    -
    quality
    A robust server-side application that implements Model Context Protocol (MCP) for file operations, providing authentication and modular REST APIs for managing files, users, and posts.
    Last updated -
  • -
    security
    A
    license
    -
    quality
    Enables AI assistants to access and search RAP2 API documentation, allowing users to query interface details, search APIs by keywords, and retrieve repository interfaces through natural language.
    Last updated -
    MIT License
    • Apple
    • Linux
  • A
    security
    A
    license
    A
    quality
    An interface that allows large language models like Claude to interact with ActivityWatch time tracking data through the Model Context Protocol, enabling queries about application usage, browsing history, and productivity patterns.
    Last updated -
    5
    28
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    Provides access to Chess.com player data, game records, and public information through standardized MCP interfaces, allowing AI assistants to search and analyze chess information.
    Last updated -
    10
    50
    MIT License
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    A FastMCP integration with Hyperskill that allows AI agents to explain programming topics and search for programming resources using Hyperskill's learning materials.
    Last updated -
    1