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:

  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that enables Claude to execute Python code using boto3 to query and manage AWS resources directly from conversations.
    Last updated -
    1
    20
    MIT License
    • Linux
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that provides web search capabilities using Google Custom Search API and webpage content extraction functionality.
    Last updated -
    2
    7
    1
    • Apple
  • A
    security
    F
    license
    A
    quality
    A simple MCP server implementation in TypeScript that communicates over stdio, allowing users to ask questions that end with 'yes or no' to trigger the MCP tool in Cursor.
    Last updated -
    1
    0
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server providing tools for querying A-share stock market data, including historical prices, financial reports, market indices, and macroeconomic indicators.
    Last updated -
    27
    424
    MIT License
  • -
    security
    F
    license
    -
    quality
    A server that enables interaction with PostgreSQL, MySQL, MariaDB, or SQLite databases through Claude Desktop using natural language queries.
    Last updated -
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server focused on China's A-share stock market that provides data on stocks, financials, market indices, and macroeconomic indicators.
    Last updated -
    27
    424
    MIT License

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that extracts and analyzes Python code structures, focusing on import/export relationships between files to help LLMs understand code context.
    Last updated -
    6
    MIT License
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that converts Markdown content to HTML format.
    Last updated -
    1
    2,635
    4
    MIT License
    • Apple
  • -
    security
    F
    license
    -
    quality
    A demonstration server showing MCP implementation in Python with resource handling, tool operations, and reusable prompts for a simple user/post system with local database.
    Last updated -
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    A server that enables document searching using Vertex AI with Gemini grounding, improving search results by grounding responses in private data stored in Vertex AI Datastore.
    Last updated -
    26
    Apache 2.0
  • A
    security
    A
    license
    A
    quality
    A server that provides a persistent Python REPL environment through the MCP protocol, allowing execution of Python code, variable management, and package installation.
    Last updated -
    3
    27
    MIT License
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that allows LLMs to interact with Python environments, execute code, and manage files within a specified working directory.
    Last updated -
    9
    68
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    Provides an interactive Python REPL environment that maintains persistent session state, allowing users to execute Python code and access session history.
    Last updated -
    56
    • Apple
  • A
    security
    F
    license
    A
    quality
    Converts REST API code (like NestJS controllers or FastAPI endpoints) to Postman collections and environments, helping developers automatically sync their API endpoints with Postman.
    Last updated -
    2
    0
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that enables AI assistants like Claude to perform Python development tasks through file operations, code analysis, project management, and safe code execution.
    Last updated -
    5
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    A Python server that enables interaction with macOS native applications (Contacts, Notes, Mail, Messages, Reminders, Calendar, and Maps) through AppleScript, featuring asynchronous operations and type-safe interfaces.
    Last updated -
    13
    • Apple
  • -
    security
    A
    license
    -
    quality
    Enables secure execution of Python code in a sandboxed WebAssembly environment using Pyodide and Deno. Automatically handles package management and captures complete execution results including stdout, stderr, and return values.
    Last updated -
    52
    MIT License
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that allows LLMs to interact with Python environments, enabling code execution, file operations, package management, and development workflows.
    Last updated -
    9
  • A
    security
    A
    license
    A
    quality
    An MCP server that enables users to fetch Python documentation using the Brave Search API through natural language queries.
    Last updated -
    1
    Apache 2.0
    • Apple
  • -
    security
    F
    license
    -
    quality
    A Python implementation of the Model Context Protocol (MCP) server that enables searching and extracting information from arXiv papers, designed to be extensible with additional MCP tools.
    Last updated -
  • -
    security
    A
    license
    -
    quality
    A secure MCP server enabling read-only access and file search capabilities within a specified directory, while respecting .gitignore patterns.
    Last updated -
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    Use Tavily Search to search for news pages or images.
    Last updated -
    MIT License
  • -
    security
    A
    license
    -
    quality
    A Python-based server allowing seamless integration with JIRA for managing and interacting with projects through custom APIs.
    Last updated -
    3
    Apache 2.0
    • Apple
    • Linux
  • A
    security
    A
    license
    A
    quality
    A tool that creates MCP (Model Context Protocol) servers from OpenAPI/Swagger specifications, enabling AI assistants to interact with your APIs.
    Last updated -
    3
    5
    24
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    Enables execution of Python code in a safe environment, including running scripts, installing packages, and retrieving variable values. Supports file operations and package management through pip.
    Last updated -
    7
    Apache 2.0
  • -
    security
    F
    license
    -
    quality
    An MCP-based project that integrates Zhipu AI and Tencent Map APIs to provide weather queries, geocoding, and web search functionality through both command-line and web interfaces.
    Last updated -
    4
  • -
    security
    F
    license
    -
    quality
    Enables interaction with the dev.to platform through its public API. Allows users to retrieve articles, user profiles, tags, comments, and perform article searches without requiring authentication.
    Last updated -
    30
  • -
    security
    A
    license
    -
    quality
    MCP-ORTools integrates Google's OR-Tools constraint programming solver with Large Language Models through the MCP, enabling AI models to: Submit and validate constraint models Set model parameters Solve constraint satisfaction and optimization problems Retrieve and analyze solution
    Last updated -
    14
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    Allows Cursor AI to communicate with Figma for reading designs and modifying them programmatically through a Model Context Protocol integration.
    Last updated -
    38
    2,275
    MIT License
    • Apple