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
9,470 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Accounting MCP Server

    smile7up
    -
    security
    F
    license
    -
    quality
    Enables personal financial management through AI assistants by providing tools to add transactions, check balances, list transaction history, and generate monthly summaries. Supports natural language interaction for tracking income and expenses with categorization.
    Last updated -

  • Learning Hour MCP

    SDiamante13
    A
    security
    A
    license
    A
    quality
    An MCP server that generates comprehensive Learning Hour content for Technical Coaches, enabling teams to practice technical excellence through structured deliberate practice sessions.
    Last updated -
    5
    0
    6
    MIT License

  • MCP Self-Learning Server

    saralegui-solutions
    -
    security
    F
    license
    -
    quality
    Enables autonomous learning from interactions through pattern recognition and machine learning techniques. Continuously improves performance by analyzing tool usage, providing predictive suggestions, and sharing knowledge across MCP servers.
    Last updated -
    8
    1

  • Learning Path Generator MCP

    GladwinTM
    -
    security
    F
    license
    -
    quality
    Generates personalized learning paths by integrating with YouTube, Google Drive, and Notion to create comprehensive learning experiences based on user goals.
    Last updated -

  • MCP Learning Project

    vishutorvi
    -
    security
    F
    license
    -
    quality
    A comprehensive tutorial project that teaches Model Context Protocol (MCP) development from beginner to advanced levels, covering both server-side and client-side development.
    Last updated -

  • React Learning MCP Server

    kenta-ja8
    -
    security
    F
    license
    -
    quality
    A minimal MCP server that enables searching through pre-scraped React documentation using a hybrid approach combining DuckDB full-text search and transformer-based reranking.
    Last updated -

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord

  • A Share MCP

    24mlight
    A
    security
    A
    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
    424
    MIT License

  • Sage Cloud Accounting MCP Server by CDataofficial

    CDataSoftware
    -
    security
    A
    license
    -
    quality
    This read-only MCP Server allows you to connect to Sage Cloud Accounting data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp
    Last updated -
    1
    MIT License
    • Apple

  • A-Share MCP Server

    24mlight
    A
    security
    A
    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
    424
    MIT License

  • Wave Accounting MCP Server

    vinnividivicci
    -
    security
    A
    license
    -
    quality
    Integrates Claude with Wave Accounting to automate expense tracking and income transaction creation from receipts and payment data.
    Last updated -
    3
    MIT License
    • Apple

  • MCP Server For Local

    Dreamboat-Rachel
    A
    security
    A
    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
    13
    Apache 2.0
    • Linux
    • Apple

  • MCP Server for Intercom

    raoulbia-ai
    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

  • MCP Server for Splunk

    deslicer
    -
    security
    A
    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 -
    12
    Apache 2.0
    • Apple
    • Linux

  • MCP Learning Project

    RobertBauer-dev
    -
    security
    F
    license
    -
    quality
    A tutorial MCP server for learning the Model Context Protocol by building file and system tools. Provides hands-on experience creating custom tools that enable AI models to interact with files and execute system commands.
    Last updated -

  • Learning Path Generator

    UmaRamisetty
    -
    security
    F
    license
    -
    quality
    A Streamlit-based web application that generates personalized learning paths by integrating with YouTube, Google Drive, and Notion services through the Model Context Protocol.
    Last updated -

  • MCP Learning Project

    BerdTan
    -
    security
    F
    license
    -
    quality
    A comprehensive learning platform for Model Context Protocol development that teaches MCP concepts through hands-on modules including text processing, file operations, and database integration. Designed as an educational tool with progressive difficulty levels from basic to advanced MCP server development.
    Last updated -

  • PsMCP - MCP Server for Photoshop

    Chandrahas455
    -
    security
    A
    license
    -
    quality
    A server that allows AI tools like Claude and Cursor to automate and control Photoshop through natural language commands, enabling tasks like editing PSDs, toggling layers, and generating marketing creatives.
    Last updated -
    9
    MIT License

  • MCP Learning Server

    thanhtn2902
    -
    security
    F
    license
    -
    quality
    A comprehensive educational server demonstrating Model Context Protocol capabilities for tools, resources, and prompts, allowing AI assistants to connect to external data and functionality.
    Last updated -
    0

  • MCP Server for Google Search

    mcp-for-dev
    A
    security
    F
    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
    7
    1
    • Apple

  • claude-debugs-for-you

    jasonjmcghee
    -
    security
    A
    license
    -
    quality
    Enable Claude (or any other LLM) to interactively debug your code (set breakpoints and evaluate expressions in stack frame). It's language-agnostic, assuming debugger console support and valid launch.json for debugging in VSCode.
    Last updated -
    427
    MIT License
    • Apple

  • freee会計 MCP Server

    tsurutan
    -
    security
    A
    license
    -
    quality
    Enables AI assistants to access and manage accounting data through the freee accounting API, supporting operations like transaction management, financial analysis, and account item management.
    Last updated -
    637
    1
    MIT License

  • mem0 MCP Server for Project Management

    KunihiroS
    -
    security
    F
    license
    -
    quality
    A bridge between MCP Host applications and mem0 cloud service, specialized for project management with capabilities to store, retrieve, and search project information within a structured format.
    Last updated -
    6

  • Langflow Document Q&A Server

    GongRzhe
    A
    security
    A
    license
    A
    quality
    Enables querying documents through a Langflow backend using natural language questions, providing an interface to interact with Langflow document Q\&A flows.
    Last updated -
    1
    14
    MIT License
    • Apple

  • MCP Learning Demo

    lkannan
    -
    security
    F
    license
    -
    quality
    A hands-on demonstration project that teaches the Model Context Protocol (MCP) through Python code, allowing users to understand how AI models interact with their context through a provider-agent architecture.
    Last updated -

  • A VMware ESXi/vCenter management server

    bright8192
    -
    security
    A
    license
    -
    quality
    A VMware ESXi/vCenter management server based on MCP (Machine Control Protocol), providing simple REST API interfaces for virtual machine management.
    Last updated -
    36
    MIT License

  • Prompt-Optimizer-MCP-for-LLMs

    Mahad-007
    -
    security
    A
    license
    -
    quality
    A Model Context Protocol (MCP) server that provides intelligent tools for optimizing and scoring LLM prompts using deterministic heuristics.
    Last updated -
    MIT License

  • MCP & Copilot Studio Learning Project

    sayedpfe
    A
    security
    F
    license
    A
    quality
    A comprehensive learning project providing hands-on experience with Model Context Protocol (MCP) server development, featuring calculator and text utility tools for integration with Claude Desktop.
    Last updated -
    1
    • Apple
    • Linux

  • Two Truths and a Twist

    ErgodicLabs
    -
    security
    A
    license
    -
    quality
    An MCP-based trivia game server where AI creates rounds with two true statements and one false 'twist' about various topics, letting players guess which statement is false.
    Last updated -
    5
    MIT License
    • Apple
    • Linux

  • AVA MCP Server

    ramaiyaKushal
    A
    security
    A
    license
    A
    quality
    A custom MCP server that provides AI applications with access to an Artificial Virtual Assistant (AVA) toolset, enabling Gmail integration and task management through natural language.
    Last updated -
    1
    MIT License
    • Apple
    • Linux

  • MCP Server for Replicate

    tzafrir
    -
    security
    A
    license
    -
    quality
    A FastMCP server implementation that provides a standardized interface for accessing AI models hosted on Replicate's API, currently supporting image generation with customizable parameters.
    Last updated -
    3
    MIT License

  • MCP Server for Cappt

    cappt-team
    A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that allows generating outlines and presentations with cappt.cc, featuring tools for creating presentations from outlines and prompts for generating standard outlines.
    Last updated -
    1
    1
    MIT License
    • Linux
    • Apple