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.

11,218 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • A
    security
    A
    license
    A
    quality
    Privacy-first local document search using semantic search. Runs entirely on your machine with no cloud services, supporting PDF, DOCX, TXT, and Markdown files.
    Last updated -
    4
    373
    1
    MIT License
  • A
    security
    -
    license
    A
    quality
    MCP server for SecretiveShell/Awesome-llms-txt. Add documentation directly into your conversation via MCP resources.
    Last updated -
    25
    MIT License
  • A
    security
    -
    license
    A
    quality
    Connects AI systems to Local Falcon API, enabling access to local SEO reporting tools including scan reports, trend analysis, keyword tracking, and competitor data through the Model Context Protocol.
    Last updated -
    21
    7
    MIT License
    • Apple
    • Linux
  • A
    security
    -
    license
    A
    quality
    A server that helps discover and analyze websites implementing the llms.txt standard, allowing users to check if websites have llms.txt files and list known compliant websites.
    Last updated -
    2
    2
    70
    • Apple
  • A
    security
    -
    license
    A
    quality
    An implementation of Claude Code as a Model Context Protocol server that enables using Claude's software engineering capabilities (code generation, editing, reviewing, and file operations) through the standardized MCP interface.
    Last updated -
    8
    174
    MIT License
  • A
    security
    -
    license
    A
    quality
    Enables AI-powered image generation using Azure DALL-E 3 and FLUX models with intelligent automatic model selection. Generates stunning photorealistic or creative images directly within LibreChat through simple text prompts.
    Last updated -
    1
    119
    MIT License

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord
  • A
    security
    -
    license
    A
    quality
    A Model Context Protocol (MCP) server that enables AI applications to access and analyze local code repositories without manual uploads, providing file listing, content reading, code searching, and project structure analysis capabilities.
    Last updated -
    7
    • Apple
  • 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
  • A
    security
    -
    license
    A
    quality
    Enables comprehensive code analysis including quality assessment, security vulnerability detection, refactoring suggestions, complexity calculations, and automatic documentation generation for multiple programming languages.
    Last updated -
    5
    MIT License
  • A
    security
    -
    license
    A
    quality
    Create sandboxed local development environments directly from Github and execute tests, see coverage and more! Supports Python, Node, Bun and many test runners.
    Last updated -
    4
    26
  • A
    security
    -
    license
    A
    quality
    Connects to Kakao Local API and Kakao Maps, enabling access to location-based services and map functionality in Korea.
    Last updated -
    4
    MIT License
  • A
    security
    -
    license
    A
    quality
    Enables AI assistants to access and interact with Cursor/VS Code Local History data for file recovery and enhanced context awareness. Provides tools to browse file history, search across snapshots, and restore previous versions of files.
    Last updated -
    6
    15
    11
    MIT License
  • 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
  • A
    security
    -
    license
    A
    quality
    Enables direct interaction with local WordPress development sites through Local by Flywheel database connections. Provides read-only access to WordPress data including posts, users, options, and custom queries for development and analysis.
    Last updated -
    10
    12
    3
    • Apple
  • A
    security
    -
    license
    A
    quality
    A Model Context Protocol server that helps large language models process code repositories by providing file tree generation, code merging, and code analysis capabilities.
    Last updated -
    3
    22
    MIT License
  • A
    security
    -
    license
    A
    quality
    An MCP server that generates AI agent tools from Postman collections and requests. This server integrates with the Postman API to convert API endpoints into type-safe code that can be used with various AI frameworks.
    Last updated -
    13
    MIT License
  • A
    security
    -
    license
    A
    quality
    This project aims to build a Claude Code MCP server and implement its associated tools (explain\_code, review\_code, fix\_code, edit\_code, test\_code, simulate\_command, your\_own\_query). The server is implemented using Node.js and the MCP SDK. It receives tool requests from clients via Stdio, dynamically
    Last updated -
    7
    21
    30
    MIT License
    • Linux
  • A
    security
    -
    license
    A
    quality
    Enables AI assistants to perform comprehensive code reviews of local uncommitted changes by combining git diffs with static analysis from linters like ESLint and TypeScript. Returns structured JSON feedback with findings, suggestions, and quality assessments powered by Google's Gemini CLI.
    Last updated -
    1
    8
    1
  • A
    security
    -
    license
    A
    quality
    Enables monitoring and analysis of local application log files with real-time tailing, error tracking, and search capabilities. Perfect for debugging Node.js applications, web servers, or any application that writes to log files through natural language commands.
    Last updated -
    6
    1
    MIT License
    • Linux
    • Apple
  • A
    security
    -
    license
    A
    quality
    A server that allows LLMs to run Claude Code with all permissions bypassed automatically, enabling code execution and file editing without permission interruptions.
    Last updated -
    1
    138
    841
    MIT License
    • Linux
    • Apple
  • A
    security
    -
    license
    A
    quality
    Enables AI agents to break down complex tasks into manageable pieces using a structured JSON format with task tracking, context preservation, and progress monitoring capabilities.
    Last updated -
    15
    52
    6
    MIT License
    • Apple
    • Linux
  • 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
  • A
    security
    -
    license
    A
    quality
    A Model Context Protocol server that provides tools for code modification and generation via Large Language Models, allowing users to create, modify, rewrite, and delete files using structured XML instructions.
    Last updated -
    12
    2
    MIT License
    • Linux
    • Apple
  • 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
    security
    -
    license
    A
    quality
    A Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setup
    Last updated -
    12
    477
    MIT License
    • Apple
    • Linux
  • -
    security
    -
    license
    -
    quality
    A Model Context Protocol server that enables LLMs to interact directly with MongoDB databases, allowing users to query collections, inspect schemas, and manage data through natural language.
    Last updated -
    109
    1
    MIT License
    • Apple
  • -
    security
    -
    license
    -
    quality
    A Model Context Protocol (MCP) server that enables LLMs to interact directly with MongoDB databases, allowing them to query collections, inspect schemas, and manage data seamlessly through natural language.
  • -
    security
    -
    license
    -
    quality
    An MCP server that enables large language models to interact directly with MongoDB databases, allowing them to query collections, inspect schemas, and manage data through natural language.
    Last updated -
    109
    MIT License
    • Apple
  • -
    security
    -
    license
    -
    quality
    "primitive" RAG-like web search model context protocol server that runs locally. ✨ no APIs ✨
    Last updated -
    85
    Python
    MIT License
    • Linux
    • Apple
  • -
    security
    -
    license
    -
    quality
    Enables fast, token-efficient access to large documentation files in llms.txt format through semantic search. Solves token limit issues by searching first and retrieving only relevant sections instead of dumping entire documentation.
    Last updated -
    2
    MIT License
  • -
    security
    -
    license
    -
    quality
    A Model Context Protocol (MCP) server that provides intelligent tools for optimizing and scoring LLM prompts using deterministic heuristics.
  • -
    security
    -
    license
    -
    quality
    Provides image generation capabilities for Claude using the Replicate Flux model, allowing users to create images from text prompts with customizable parameters like aspect ratio and output format.
    Last updated -
    38
    40
    MIT License
    • Apple