Skip to main content
Glama
Sign In

Open-Source MCP servers

Production-ready MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.

X
5,085 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Memory MCP Server

    evangstav
    -
    security
    A
    license
    -
    quality
    Provides knowledge graph functionality for managing entities, relations, and observations in memory with strict validation rules to maintain data consistency.
    Last updated -
    6
    Python
    MIT License

  • Memory Bank MCP Server

    t3ta
    -
    security
    A
    license
    -
    quality
    A server for managing project documentation and context across Claude AI sessions through global and branch-specific memory banks, enabling consistent knowledge management with structured JSON document storage.
    Last updated -
    5
    7
    TypeScript
    MIT License

  • Knowledge Graph Memory Server

    yodakeisuke
    A
    security
    F
    license
    A
    quality
    This MCP server provides persistent memory integration for chat applications by utilizing a local knowledge graph to remember user information across interactions.
    Last updated -
    9
    14,700
    1
    JavaScript

  • Optimized Memory MCP Server V2

    AgentWong
    -
    security
    A
    license
    -
    quality
    A Python-based server that implements the Model Context Protocol to interface with Claude Desktop as an MCP client, supporting interaction through efficient memory management.
    Last updated -
    1
    Python
    MIT License

  • basic-memory

    basicmachines-co
    A
    security
    A
    license
    A
    quality
    Basic Memory is a knowledge management system that allows you to build a persistent semantic graph from conversations with AI assistants. All knowledge is stored in standard Markdown files on your computer, giving you full control and ownership of your data. Integrates directly with Obsidan.md
    Last updated -
    9
    755
    Python
    AGPL 3.0
    • Apple

  • Memory Cache Server

    tosin2013
    A
    security
    F
    license
    A
    quality
    A Model Context Protocol (MCP) server that optimizes token usage by caching data during language model interactions, compatible with any language model and MCP client.
    Last updated -
    4
    JavaScript

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord

  • Cursor10x MCP

    aurda012
    A
    security
    A
    license
    A
    quality
    The Cursor10x Memory System creates a persistent memory layer for AI assistants (specifically Claude), enabling them to retain and recall short-term, long-term and episodic memory on autonomously.
    Last updated -
    16
    111
    26
    JavaScript
    MIT License
    • Apple
    • Linux

  • MCPfinder Server

    mcpfinder
    A
    security
    A
    license
    A
    quality
    Enables AI assistants to discover, retrieve details about, and manage MCP (Model Context Protocol) servers that provide additional tools and capabilities on demand.
    Last updated -
    4
    724
    1
    JavaScript
    AGPL 3.0
    • Linux
    • Apple

  • MCP Server Template for Cursor IDE

    MyBlockcities
    A
    security
    A
    license
    A
    quality
    A template for creating custom tools for Cursor IDE using Model Context Protocol that allows users to deploy their own MCP server to Heroku and connect it to Cursor IDE.
    Last updated -
    2
    1
    Python
    MIT License
    • Linux
    • Apple

  • memento-mcp

    gannonh
    A
    security
    A
    license
    A
    quality
    Scalable, high-performance knowledge graph memory system with semantic search, temporal awareness, and advanced relation management.
    Last updated -
    20
    48
    92
    TypeScript
    MIT License

  • mem0 MCP Server

    sadiuysal
    -
    security
    F
    license
    -
    quality
    A TypeScript implementation of the Model Context Protocol server that enables creation, management, and semantic search of memory streams with Mem0 integration.
    Last updated -
    TypeScript

  • JavaScript Sandbox MCP Server

    garc33
    A
    security
    F
    license
    A
    quality
    Provides a secure, isolated JavaScript execution environment with configurable time and memory limits for safely running code from Claude.
    Last updated -
    1
    5
    JavaScript
    • Apple

  • MCP Server for OpenSearch

    ibrooksSDX
    -
    security
    A
    license
    -
    quality
    Provides a semantic memory layer that integrates LLMs with OpenSearch, enabling storage and retrieval of memories within the OpenSearch engine.
    Last updated -
    Python
    Apache 2.0

  • serper-search-scrape-mcp-server

    marcopesani
    A
    security
    A
    license
    A
    quality
    This Serper MCP Server supports search and webpage scraping, and all the most recent parameters introduced by the Serper API, like location.
    Last updated -
    2
    73
    2
    TypeScript
    MIT License
    • Apple

  • Expo MCP Server

    mattlemmone
    A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that provides development and debugging tools for Expo-based React Native applications, enabling developers to manage Expo servers, capture logs, and manipulate project files.
    Last updated -
    11
    TypeScript

  • Multi-service MCP Server

    AdamPippert
    -
    security
    A
    license
    -
    quality
    A modular server that implements the Model Context Protocol standard, providing tools for interacting with GitHub, GitLab, Google Maps, Memory storage, and web automation through a unified gateway.
    Last updated -
    1,137
    3
    Python
    Apache 2.0
    • Linux
    • Apple

  • MemGPT MCP Server

    Vic563
    -
    security
    F
    license
    -
    quality
    A TypeScript-based server that provides a memory system for Large Language Models (LLMs), allowing users to interact with multiple LLM providers while maintaining conversation history and offering tools for managing providers and model configurations.
    Last updated -
    20
    JavaScript
    • Apple

  • Elasticsearch Knowledge Graph for MCP

    j3k0
    A
    security
    F
    license
    A
    quality
    Provides a scalable knowledge graph implementation for Model Context Protocol using Elasticsearch, enabling AI models to store and query information with advanced search capabilities, memory-like behavior, and multi-zone architecture.
    Last updated -
    17
    6
    TypeScript

  • Gemini Image Generator MCP Server

    qhdrl12
    A
    security
    A
    license
    A
    quality
    Allows AI assistants to generate and transform high-quality images from text prompts using Google's Gemini model via the MCP protocol.
    Last updated -
    3
    5
    Python
    MIT License
    • Apple

  • Magic UI MCP Server

    magicuidesign
    A
    security
    A
    license
    A
    quality
    ModelContextProtocol server for Magic UI that allows AI assistants to easily implement UI components for web applications by providing code for components like marquees, animations, special effects, and interactive backgrounds.
    Last updated -
    8
    772
    51
    JavaScript
    MIT License

  • Volatility3 MCP Server

    Kirandawadi
    -
    security
    F
    license
    -
    quality
    Connects LLMs like Claude Desktop with Volatility3 forensics framework, enabling users to analyze memory dumps, detect malware, and perform memory forensics tasks through natural language conversation.
    Last updated -
    2
    • Linux
    • Apple

  • Upstash MCP Serverofficial

    upstash
    A
    security
    A
    license
    A
    quality
    Model Context Protocol (MCP) is a new, standardized protocol for managing context between large language models (LLMs) and external systems. In this repository, we provide an installer as well as an MCP Server for Upstash Developer API's.
    Last updated -
    16
    58
    27
    TypeScript
    MIT License
    • Linux
    • Apple

  • Memory Context Provider Server

    Srish-ty
    -
    security
    F
    license
    -
    quality
    A server that manages conversation context for LLM interactions, storing recent prompts and providing relevant context for each user via REST API endpoints.
    Last updated -
    1,137
    TypeScript

  • Windows Command Line MCP Server

    alxspiker
    A
    security
    A
    license
    A
    quality
    A secure Model Context Protocol server that allows AI models to safely interact with Windows command-line functionality, enabling controlled execution of system commands, project creation, and system information retrieval.
    Last updated -
    8
    3
    TypeScript
    MIT License

  • MCP Server Memos

    RyoJerryYu
    A
    security
    A
    license
    A
    quality
    A Python package that enables LLM models to interact with Memos server through the Model Context Protocol interface, allowing search, creation, retrieval, and management of memos.
    Last updated -
    4
    11
    Python
    MIT License

  • MCP Observer Server

    hesreallyhim
    -
    security
    A
    license
    -
    quality
    A file monitoring server that tracks filesystem events and provides real-time notifications to AI assistants, enabling them to automatically respond to file changes without manual updates.
    Last updated -
    2
    Python
    MIT License

  • SQLite MCP Server

    modelcontextprotocol
    A
    security
    A
    license
    A
    quality
    A Model Context Protocol (MCP) server implementation that provides database interaction and business intelligence capabilities through SQLite. This server enables running SQL queries, analyzing business data, and automatically generating business insight memos.
    Last updated -
    6
    49,084
    JavaScript
    MIT License

  • Claude MCP Server Ecosystem

    Coder-RL
    -
    security
    F
    license
    -
    quality
    A production-ready MCP server ecosystem providing Claude AI with 150+ specialized tools across enhanced memory, data analytics, security, design, and infrastructure domains with PostgreSQL, Redis, Qdrant, and Docker orchestration.
    Last updated -
    TypeScript

  • Ramp MCP Serverofficial

    ramp-public
    -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables access to Ramp financial data through an in-memory database, allowing LLMs to analyze transactions, reimbursements, bills, and other financial information from Ramp's platform.
    Last updated -
    14
    Python
    MIT License
    • Apple

  • MCP Think Tank

    flight505
    A
    security
    A
    license
    A
    quality
    Provides AI assistants with enhanced reasoning capabilities through structured thinking, persistent knowledge graph memory, and intelligent tool orchestration for complex problem-solving.
    Last updated -
    20
    84
    5
    TypeScript
    MIT License
    • Apple
    • Linux