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.

11,978 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • -
    security
    -
    license
    -
    quality
    Enables searching for AI agents by keywords or categories, allowing users to discover tools like coding agents, GUI agents, or industry-specific assistants across marketplaces.
    Last updated -
    41
    • Apple
  • -
    security
    A
    license
    -
    quality
    A proof-of-concept tool that integrates AI into security operations, allowing users to perform offensive security tasks like network scanning and reconnaissance through natural language commands to GitHub Copilot.
    Last updated -
    4
    Apache 2.0
  • -
    security
    F
    license
    -
    quality
    Enables creation and deployment of AI agents through natural language by providing tools for agent specification, smart component integration from 500+ ready-to-use components, and one-click deployment with intelligent auto-configuration.
    Last updated -
  • -
    security
    A
    license
    -
    quality
    Trade Agent
    Last updated -
    39
    Creative Commons Zero v1.0 Universal
  • -
    security
    -
    license
    -
    quality
    A standardized MCP server implementation that provides AI models with dynamic tool discovery, execution, and context management capabilities. Built with FastAPI, it offers a modular architecture for easily adding new tools and managing AI application interactions through the Model Context Protocol.
    Last updated -
    13
    MIT License

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord
  • -
    security
    F
    license
    -
    quality
    A Multi-Agent Collaboration Protocol server that enables coordinated AI collaboration through task management, context sharing, and agent interaction visualization.
    Last updated -
    1,042
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    Archive Agent is an open-source semantic file tracker with OCR + AI search (RAG) and MCP capability.
    Last updated -
    57
    GPL 3.0
    • Linux
  • A
    security
    A
    license
    A
    quality
    An MCP server that provides tools for interacting with EDUCHAIN, allowing Claude to query information about tokens and pools and perform swaps through SailFish DEX.
    Last updated -
    29
    5
    MIT License
  • -
    security
    A
    license
    -
    quality
    An MCP server implementation that standardizes how AI applications access tools and context, providing a central hub that manages tool discovery, execution, and context management with a simplified configuration system.
    Last updated -
    13
    MIT License
  • -
    security
    F
    license
    -
    quality
    A production-ready research agent that enables users to perform web searches via the Model Context Protocol (MCP) and a FastAPI client interface.
    Last updated -
  • -
    security
    A
    license
    -
    quality
    Enables AI assistants to intelligently save, organize, and retrieve content through Mem.ai's knowledge management platform. Supports creating notes, collections, and AI-powered content processing with automatic organization.
    Last updated -
    2
    MIT License
  • -
    security
    F
    license
    -
    quality
    A versatile Model Context Protocol server that enables AI assistants to manage calendars, track tasks, handle emails, search the web, and control smart home devices.
    Last updated -
    22
    • Apple
    • Linux
  • A
    security
    A
    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
  • A
    security
    -
    license
    A
    quality
    Provides AI agents with environmental sensing capabilities including current time, IP-based geolocation, system information, and hardware details. Enables more contextual and accurate AI responses based on user's environment.
    Last updated -
    4
    • Apple
    • Linux
  • -
    security
    F
    license
    -
    quality
    Claude-powered warehouse management system that coordinates inventory, AGVs, and order processing through specialized agents using Model Context Protocol patterns.
    Last updated -
  • -
    security
    F
    license
    -
    quality
    Enables Claude Desktop to search private documents using Azure AI Search and perform web searches with Bing, providing AI-enhanced results with source citations through Azure AI Agent Service or direct Azure AI Search integration.
    Last updated -
    • Apple
  • -
    security
    F
    license
    -
    quality
    A proof-of-concept MCP server that allows LLM agents to query live flight booking information via Amadeus, including cheapest tickets, destinations, and airline routes.
    Last updated -
    1
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server implementation built with FastAPI that enables AI agent interactions. Provides a structured foundation for building AI-powered applications with proper data validation and modern Python tooling.
    Last updated -
    • Apple
    • Linux
  • A
    security
    A
    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
    44
    7
    MIT License
    • Apple
    • Linux
  • -
    security
    F
    license
    -
    quality
    A Node.js-based AI agent system using Model Context Protocol (MCP) that provides financial analysis and portfolio management services through LangChain and Ollama-powered local AI models.
    Last updated -
  • -
    security
    F
    license
    -
    quality
    Enables developers to generate beautiful, modern UI components through natural language descriptions. Integrates with popular IDEs to instantly create and customize React components inspired by 21st.dev's component library.
    Last updated -
  • -
    security
    A
    license
    -
    quality
    Enables AI agents to store, retrieve, and connect information in a Neo4j graph database as persistent memory, with semantic relationships, natural language search, and temporal tracking across conversations.
    Last updated -
    42
    58
    MIT License
  • -
    security
    F
    license
    -
    quality
    An externally deployable server designed to be hosted on Vercel that can be called from other applications, allowing integration with Agent.AI's Multi-Context Processing capabilities.
    Last updated -
  • A
    security
    A
    license
    A
    quality
    Browser Agent MCP
    Last updated -
    13
    28
    TypeScript
    Mozilla Public License 2.0
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    Enables connections to Azure AI Agents within any MCP client, allowing users to leverage Azure AI Foundry's models and knowledge tools like Azure AI Search and Bing Web Grounding through a conversational interface.
    Last updated -
    222
    MIT License
    • Linux
    • Apple
  • A
    security
    A
    license
    A
    quality
    Provides per-Subagent MCP controls to any coding agent or client across all your MCPs and prevents context window waste. Loads only 3 tools instead of all your MCP Server's tool definitions. Agents discover tools on-demand, only when needed and only the servers and tools they are allowed.
    Last updated -
    4
    21
    MIT License
  • -
    security
    F
    license
    -
    quality
    An open-source "brain" for AI employees that enables users to create, manage, and improve persistent AI agents with their own memory and learning capabilities.
    Last updated -
    1
    3
  • A
    security
    A
    license
    A
    quality
    Enables coding assistants to access Perplexity AI for quick fact-checking and in-depth research. Provides two tools: lookup for fast documentation queries and answer for comprehensive research with recommendations.
    Last updated -
    2
    118
    MIT License
  • -
    security
    F
    license
    -
    quality
    An MCP Server that provides a conversational interface to the UK Open Banking account information API, allowing agents to interact with bank account data through natural language commands.
    Last updated -