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
11,506 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Audiense Insights MCP Serverofficial

    AudienseCo
    A
    security
    -
    license
    A
    quality
    Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.
    Last updated -
    8
    2
    17
    Apache 2.0
    • Apple

  • SEO Review Tools - MCP serverofficial

    SEO-Review-Tools
    A
    security
    -
    license
    A
    quality
    Get access to real-time SEO data, including: keyword insights, backlink data, traffic estimates and more. Allow AI tools and Large Language Models (LLMs) to tap into the real-time SEO Review Tools API with natural language commands.
    Last updated -
    8
    0
    2

  • Skill-to-MCP

    biocontext-ai
    A
    security
    A
    license
    A
    quality
    Converts AI Skills (following Claude Skills format) into MCP server resources, enabling LLM applications to discover, access, and utilize self-contained skill directories through the Model Context Protocol. Provides tools to list available skills, retrieve skill details and content, and read supporting files with security protections.
    Last updated -
    3
    6
    Apache 2.0

  • Review MCP Server

    je4550
    A
    security
    -
    license
    A
    quality
    Enables Claude to perform thorough code reviews by integrating with Codex and Gemini CLIs to provide senior-level feedback on code quality, security, performance, and best practices. Supports reviewing code snippets, individual files, or entire directories with automatic detection of available review tools.
    Last updated -
    4

  • Jira Insights MCP

    aaronsb
    A
    security
    -
    license
    A
    quality
    An MCP server that allows management of Jira Insights (JSM) asset schemas, enabling CRUD operations for object schemas, object types, and objects through the Model Context Protocol.
    Last updated -
    3
    1

  • MCP Review Server

    jonels-msft
    A
    security
    -
    license
    A
    quality
    A specialized code review service that provides 36+ critics for different programming aspects and 3 fixing strategies to automatically address identified issues in a two-step workflow.
    Last updated -
    • Apple
    • Linux

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord

  • Facebook Insights Metrics v23

    KarimTarekDev
    A
    security
    -
    license
    A
    quality
    Provides access to 120+ Facebook Graph API v23.0 Insights metrics through MCP tools and resources. Features intelligent fuzzy search capabilities and real-time metric discovery for comprehensive Facebook analytics data.
    Last updated -
    4
    MIT License

  • MCP Documentation Service

    alekspetrov
    A
    security
    -
    license
    A
    quality
    A Model Context Protocol implementation that enables AI assistants to interact with markdown documentation files, providing capabilities for document management, metadata handling, search, and documentation health analysis.
    Last updated -
    14
    28
    45
    MIT License
    • Apple
    • Linux

  • Steam Review MCP

    fenxer
    A
    security
    -
    license
    A
    quality
    Enables LLMs to retrieve and analyze Steam game reviews, providing access to review statistics, game information, and helping summarize pros and cons of games.
    Last updated -
    1
    17
    5
    MIT License

  • Code Review MCP

    shadabbi
    A
    security
    -
    license
    A
    quality
    Enables comprehensive GitHub PR reviews through Cursor's AI by fetching PR diffs, running static analysis tools (ESLint, Prettier, TypeScript, Semgrep), executing tests, and generating detailed code review reports with inline comments.
    Last updated -
    9
    994
    1
    MIT License
    • Apple

  • Claude Code Review MCP

    praneybehl
    A
    security
    -
    license
    A
    quality
    An MCP server that provides code review functionality using OpenAI, Google, and Anthropic models, serving as a "second opinion" tool that works with any MCP client.
    Last updated -
    1
    10
    17
    MIT License
    • Linux
    • Apple

  • 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

  • Gemini MCP Tool

    jamubc
    A
    security
    -
    license
    A
    quality
    A Model Context Protocol server that enables AI assistants to interact with Google Gemini CLI, allowing them to leverage Gemini's large token window for analyzing files and codebases using natural language commands.
    Last updated -
    6
    40,569
    1,425
    • Apple
    • Linux

  • OpenAPI to MCP Server

    TykTechnologies
    A
    security
    -
    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
    20
    25
    MIT License
    • Apple

  • Frontend Review MCP

    zueai
    A
    security
    -
    license
    A
    quality
    An MCP server that visually reviews UI edit requests by comparing screenshots before and after edits, ensuring changes satisfy user requests.
    Last updated -
    1
    6
    30

  • markdown-to-html

    fashionzzZ
    A
    security
    -
    license
    A
    quality
    A Model Context Protocol server that converts Markdown content to HTML format.
    Last updated -
    1
    3,382
    3
    MIT License
    • Apple

  • Yes or No MCP

    a-polishchuk
    A
    security
    -
    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

  • MCP Tool

    PiuQiuPiaQia
    A
    security
    -
    license
    A
    quality
    A server built on mcp-framework that enables integration with Claude Desktop through the Model Context Protocol.
    Last updated -
    1
    1
    • Apple

  • db-mcp-tool

    wirdes
    A
    security
    -
    license
    A
    quality
    A powerful Model Context Protocol (MCP) tool for exploring and managing different types of databases including PostgreSQL, MySQL, and Firestore.
    Last updated -
    9
    5
    MIT License

  • Code Review MCP Server

    crazyrabbitLTC
    A
    security
    -
    license
    A
    quality
    Analyzes codebases using Repomix and LLMs to provide structured code reviews with specific issues and recommendations, supporting multiple LLM providers including OpenAI, Anthropic, and Gemini.
    Last updated -
    2
    28

  • 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

  • Perplexity Tool for Claude Desktop

    letsbuildagent
    A
    security
    -
    license
    A
    quality
    A custom MCP tool that integrates Perplexity AI's API with Claude Desktop, allowing Claude to perform web-based research and provide answers with citations.
    Last updated -
    1
    4
    MIT License
    • Apple

  • MCP Think Tool

    piotrpalek
    A
    security
    -
    license
    A
    quality
    An MCP server implementation of Anthropic's Think Tool prompt engineering technique that enables Claude to break down complex problems and enhance its reasoning capabilities by providing a simple tool that echoes back thoughts.
    Last updated -
    1
    1

  • REST-to-Postman MCP

    runninghare
    A
    security
    -
    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

  • mcp-tool-builder

    hanweg
    A
    security
    -
    license
    A
    quality
    MCP server that builds itself by creating new tools as needed based on user requests (Requires restart of Claude Desktop to use newly created tools).
    Last updated -
    4
    27
    The Unlicense

  • Qwen MCP Tool

    Jaggerxtrm
    A
    security
    F
    license
    A
    quality
    Enables AI assistants to leverage Qwen's code analysis capabilities with large context windows, supporting file/directory analysis, sandbox execution, and multiple approval modes for safe code operations.
    Last updated -
    3
    93
    3

  • Swagger to MCP

    suhailtajshaik
    -
    security
    A
    license
    -
    quality
    Automatically converts Swagger/OpenAPI specifications into dynamic MCP tools, enabling interaction with any REST API through natural language by loading specs from local files or URLs.
    Last updated -
    MIT License

  • MCP Memory Service

    doobidoo
    -
    security
    A
    license
    -
    quality
    Provides semantic memory and persistent storage for Claude, leveraging ChromaDB and sentence transformers for enhanced search and retrieval capabilities.
    Last updated -
    3
    845
    Apache 2.0
    • Linux

  • Hello Service MCP Server

    felixboehm
    -
    security
    -
    license
    -
    quality
    A unified HTTP/HTTPS service that exposes Model Context Protocol (MCP) functionality over HTTP endpoints, allowing clients to list available tools and call them through a standardized API.
    Last updated -
    8

  • WarpGBM MCP Service

    jefferythewind
    -
    security
    -
    license
    -
    quality
    Provides GPU-accelerated gradient boosting model training and inference through a cloud service. Enables AI agents to train models on NVIDIA A10G GPUs and get fast cached predictions with portable model artifacts.
    Last updated -
    1

  • GitLab MCP Code Review

    ffpy
    -
    security
    -
    license
    -
    quality
    Enables AI assistants to review GitLab merge requests by fetching changes, analyzing diffs, adding comments, and managing approvals through the GitLab API. Supports complete merge request analysis, file-specific reviews, and version comparisons.
    Last updated -
    3
    MIT License

  • GitLab MCP for Code Review

    mehmetakinn
    -
    security
    -
    license
    -
    quality
    An MCP server that integrates AI assistants like Claude with GitLab's merge requests, allowing them to review code changes, add comments, and approve/unapprove merge requests directly through the GitLab API.
    Last updated -
    33
    MIT License
    • Linux
    • Apple