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.

X
11,396 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • mcp-cisco-support

    sieteunoseis
    A
    security
    -
    license
    A
    quality
    A production-ready TypeScript MCP (Model Context Protocol) server for Cisco Support APIs with comprehensive security and dual transport support. This extensible server provides access to multiple Cisco Support APIs including Bug Search, Case Management, and End-of-Life information.
    Last updated -
    14
    7
    10
    MIT License
    • Apple

  • MCP Server for Intercom

    raoulbia-ai
    A
    security
    -
    license
    A
    quality
    An MCP-compliant server that enables AI assistants like Claude Desktop to access and analyze Intercom support tickets with full conversation history.
    Last updated -
    4
    7
    Apache 2.0
    • Linux

  • MCP Server for Google Search

    mcp-for-dev
    A
    security
    -
    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
    4
    1
    • Apple

  • MCP Server For Local

    Dreamboat-Rachel
    A
    security
    -
    license
    A
    quality
    A customizable Model Context Protocol server implementation that enables AI models to interact with external tools including weather queries, Google search, and camera control functionality.
    Last updated -
    1
    14
    Apache 2.0
    • Linux
    • Apple

  • Python Code Review MCP Agent

    JJJHoons
    A
    security
    -
    license
    A
    quality
    Enables comprehensive security vulnerability scanning and code quality analysis for Python applications. Provides detailed reports with scoring, actionable suggestions, and comparison tracking specifically designed for backend developers working with frameworks like Django, Flask, and FastAPI.
    Last updated -
    5

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord

  • A Share MCP

    24mlight
    A
    security
    -
    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
    431
    MIT License

  • A-Share MCP Server

    24mlight
    A
    security
    -
    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
    431
    MIT License

  • Python REPL MCP Server

    hdresearch
    A
    security
    -
    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
    28
    MIT License

  • For Five Coffee MCP Server

    Kong
    A
    security
    -
    license
    A
    quality
    Enables AI assistants to fetch, search, and organize menu information from For Five Coffee café. Provides access to complete menu data, category filtering, and item search capabilities through both MCP and REST API interfaces.
    Last updated -
    4

  • Database Tools for Claude AI

    elber-code
    A
    security
    -
    license
    A
    quality
    MCP server that allows Claude AI to interact directly with MySQL databases, enabling query execution and table information retrieval through natural language.
    Last updated -
    1
    2
    4

  • Python Docs Server

    AnuragRai017
    A
    security
    -
    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

  • MCP Code Executor

    bazinga012
    A
    security
    -
    license
    A
    quality
    Allows LLMs to execute Python code in a specified Conda environment, enabling access to necessary libraries and dependencies for efficient code execution.
    Last updated -
    191
    MIT License
    • Linux
    • Apple

  • MCP Python Interpreter

    yzfly
    A
    security
    -
    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
    74
    • Linux
    • Apple

  • Python MCP Server

    Yoshua-Carrera
    A
    security
    -
    license
    A
    quality
    A demonstration MCP server built with fastmcp that provides basic utility tools including number addition and greeting functionality. Integrates with Gemini CLI to enable natural language interaction with simple mathematical and greeting operations.
    Last updated -
    2

  • MCP Python Interpreter

    PortPro-Technologies-Inc
    A
    security
    -
    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

  • Code Snippet Server

    ngeojiajun
    A
    security
    -
    license
    A
    quality
    A MCP server for managing and storing code snippets in various programming languages, allowing users to create, list, and delete snippets via a standardized interface.
    Last updated -
    3
    4
    7
    MIT License

  • MCP Server Diff Python

    tatn
    A
    security
    -
    license
    A
    quality
    This MCP server provides unified diffs of two text inputs using Python's standard library difflib.
    Last updated -
    1
    7
    MIT License
    • Apple

  • Code Scanner Server

    Ixe1
    A
    security
    -
    license
    A
    quality
    An MCP server that scans codebases to extract structural information (classes, functions, etc.) with flexible filtering options and outputs in LLM-friendly formats.
    Last updated -
    1
    3
    GPL 3.0
    • Apple
    • Linux

  • MCP Server for Unity

    zabaglione
    A
    security
    -
    license
    A
    quality
    A Model Context Protocol server that enables Claude to interact directly with Unity projects, providing tools for script creation, asset management, and project building.
    Last updated -
    15
    6
    MIT License
    • Linux
    • Apple

  • MCP Run Pythonofficial

    pydantic
    -
    security
    -
    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 -
    69
    MIT License

  • Prompt-Optimizer-MCP-for-LLMs

    -
    security
    -
    license
    -
    quality
    A Model Context Protocol (MCP) server that provides intelligent tools for optimizing and scoring LLM prompts using deterministic heuristics.

  • MCP-Python

    rhabraken
    -
    security
    -
    license
    -
    quality
    A server that enables interaction with PostgreSQL, MySQL, MariaDB, or SQLite databases through Claude Desktop using natural language queries.
    Last updated -

  • Trello MCP Server with Python

    m0xai
    -
    security
    -
    license
    -
    quality
    A powerful MCP server for interacting with Trello boards, lists, and cards via AI Hosts.
    Last updated -
    35
    • Linux
    • Apple

  • MCP Python Toolbox

    gianlucamazza
    -
    security
    -
    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

  • Code Sandbox MCP

    Automata-Labs-team
    -
    security
    -
    license
    -
    quality
    An MCP server to create secure code sandbox environment for executing code within Docker containers.
    Last updated -
    269
    MIT License
    • Linux
    • Apple

  • MCP-JIRA-Python Server

    Kallows
    -
    security
    -
    license
    -
    quality
    A Python-based server allowing seamless integration with JIRA for managing and interacting with projects through custom APIs.
    Last updated -
    4
    Apache 2.0
    • Apple
    • Linux

  • Python MCP Server Examples

    cyanmage
    -
    security
    -
    license
    -
    quality
    A collection of Python-based Model Context Protocol servers that extend AI assistant capabilities with tools for calculations, AWS services (S3 and RDS), and PostgreSQL database operations.
    Last updated -
    MIT No Attribution

  • MCP Server for Splunk

    deslicer
    -
    security
    -
    license
    -
    quality
    Enables AI agents to interact seamlessly with Splunk environments through 20+ tools for search, analytics, data discovery, administration, and health monitoring. Features AI-powered troubleshooting workflows and supports multiple Splunk instances with production-ready security.
    Last updated -
    16
    Apache 2.0
    • Apple
    • Linux