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
10,414 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Chitkara University MCP Server

    ag2-mcp-servers
    -
    security
    F
    license
    -
    quality
    A Multi-Agent Conversation Protocol server that provides programmatic access to Chitkara University's API, auto-generated using AG2's MCP builder to enable natural language interactions with the university's data services.
    Last updated -

  • EVE University Wiki MCP Server

    kongyo2
    A
    security
    A
    license
    A
    quality
    A Model Context Protocol (MCP) server that provides access to EVE University Wiki content with automatic Wayback Machine fallback for enhanced reliability. This server enables AI assistants to search, retrieve, and explore EVE Online knowledge from the comprehensive EVE University Wiki, making it a
    Last updated -
    6
    1
    MIT License

  • Firebase Management MCP Server

    ag2-mcp-servers
    -
    security
    F
    license
    -
    quality
    An MCP Server providing access to Google's Firebase API, allowing natural language interaction with Firebase services and resources.
    Last updated -
    • Linux
    • Apple

  • YouTube Content Management MCP Server

    NastyRunner13
    -
    security
    A
    license
    -
    quality
    Enables AI assistants to search YouTube for videos, channels, and playlists while retrieving detailed analytics and metrics through the YouTube Data API v3. Supports advanced filtering options and provides comprehensive statistics for content discovery and analysis.
    Last updated -
    1
    MIT License
    • Apple

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord

  • MCP Chat Analysis Server

    rebots-online
    -
    security
    A
    license
    -
    quality
    Facilitates semantic analysis of chat conversations through vector embeddings and knowledge graphs, offering tools for semantic search, concept extraction, and conversation pattern analysis.
    Last updated -
    11
    MIT License

  • mcp-adr-analysis-server

    tosin2013
    -
    security
    A
    license
    -
    quality
    Transform your codebase into professional architectural decision records with intelligent AI analysis
    Last updated -
    36
    191
    10
    MIT License

  • MCP Stock Analysis Server

    giptilabs
    -
    security
    F
    license
    -
    quality
    Provides access to real-time and historical Indian stock data via Yahoo Finance API, enabling local LLMs to retrieve stock information through MCP-compatible agents like Claude Desktop and Cursor.
    Last updated -
    2

  • Code Analysis MCP Server

    saiprashanths
    A
    security
    F
    license
    A
    quality
    The server facilitates natural language interactions for exploring and understanding codebases, providing insights into data models and system architecture using a cost-effective, simple setup with support for existing Claude Pro subscriptions.
    Last updated -
    4
    20
    • Apple

  • Financial Analysis MCP Server

    NARAVINDR321
    -
    security
    F
    license
    -
    quality
    Enables LLMs to retrieve, analyze, and visualize stock prices and financial report data for quantitative trading research and investment analysis. Provides real-time and historical stock data, financial statement analysis, key metric calculations, and trading signal visualization.
    Last updated -
    13

  • Google Play Game Management MCP Server

    ag2-mcp-servers
    -
    security
    F
    license
    -
    quality
    An MCP server that enables management of Google Play games via the Google Games Management API, allowing automated interactions for game resets, hiding/unhiding data, and player management through natural language commands.
    Last updated -

  • Gold IRA Sales Analysis MCP Server

    the-funky-1
    -
    security
    F
    license
    -
    quality
    Enables AI assistants to analyze B2C Gold IRA sales call transcripts through 6 specialized prompts executed in strategic order. Provides structured analysis of conversation dynamics, psychology, objections, deal risk, and strategic qualification for retirement planning sales calls.
    Last updated -

  • Enhanced Image Analysis MCP Server

    2squirrelsai
    -
    security
    F
    license
    -
    quality
    Enables intelligent analysis and organization of image collections with smart filename generation, metadata extraction, and automated folder organization. Supports batch processing, color analysis, EXIF data extraction, and multiple naming styles for efficient photo management.
    Last updated -
    • Apple

  • BigQuery Analysis MCP Server

    gotalab
    -
    security
    F
    license
    -
    quality
    A server that enables executing and validating SQL queries against Google BigQuery with safety features that prevent data modifications and excessive processing.
    Last updated -
    2
    • Apple

  • Divide and Conquer MCP Server

    landicefu
    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
    52
    6
    MIT License
    • Apple
    • Linux

  • GCP Billing and Monitoring MCP Server

    RadiumGu
    -
    security
    A
    license
    -
    quality
    Enables interaction with Google Cloud services including billing cost analysis, log querying, and metrics monitoring through natural language commands. Provides comprehensive tools for managing GCP resources, analyzing costs, detecting anomalies, and retrieving operational insights.
    Last updated -
    40
    1
    Apache 2.0

  • Account and Transaction MCP Server

    ag2-mcp-servers
    -
    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 -

  • Alpha Vantage Stock Analysis MCP Server

    ranveer0323
    A
    security
    A
    license
    A
    quality
    Allows Claude and other MCP clients to access real-time and historical stock market data from Alpha Vantage API, including intraday and daily stock data with customizable intervals.
    Last updated -
    5
    4
    MIT License

  • ZEN University Syllabus MCP Server

    sifue
    A
    security
    F
    license
    A
    quality
    Enables access to ZEN University's syllabus content through MCP implementation, allowing users to get course recommendations and consultation about curriculum requirements via AI assistants.
    Last updated -
    2
    5

  • Jira Service Management MCP Server by CDataofficial

    CDataSoftware
    -
    security
    A
    license
    -
    quality
    This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Jira Service Management (beta): https://www.cdata.com/download/download.aspx?sku=GKZK-V&type=beta
    Last updated -
    1
    MIT License
    • Linux
    • Apple

  • Data Analysis MCP Server

    boyzhang666
    -
    security
    F
    license
    -
    quality
    Provides comprehensive statistical analysis tools for industrial data including time series analysis, correlation calculations, stationarity tests, outlier detection, causal analysis, and forecasting capabilities. Enables data quality assessment and statistical modeling through a FastAPI-based MCP architecture.
    Last updated -
    1

  • Remote MCP Server for Website Analysis

    elizabethsiegle
    -
    security
    F
    license
    -
    quality
    An authless Cloudflare Workers server that provides tools to scrape, analyze, and answer questions about websites using Cloudflare's Browser Rendering and AI capabilities.
    Last updated -
    6
    • Apple

  • MCP Securities Analysis

    druce
    -
    security
    F
    license
    -
    quality
    A Python-based FastMCP server that provides financial tools for securities analysis, including market data, news, fundamental/technical analysis, and visualization capabilities that can be consumed by any MCP-aware client.
    Last updated -
    6
    • Apple

  • MCP Vulnerability Management System

    nesirat
    -
    security
    A
    license
    -
    quality
    A comprehensive system that helps organizations track, manage, and respond to security vulnerabilities effectively through features like vulnerability tracking, user management, support tickets, API key management, and SSL certificate management.
    Last updated -
    MIT License

  • Claude File Management Server

    vipin1000
    -
    security
    F
    license
    -
    quality
    Enables Claude AI to perform comprehensive file operations including reading, writing, notes management, PDF processing, and image handling with thread-safe operations. Provides a complete file management system with enhanced features like document processing and automatic directory creation.
    Last updated -

  • User Management MCP Server

    SufyaanKhateeb
    A
    security
    F
    license
    A
    quality
    A Model Context Protocol server demonstrating user management capabilities with tools for creating, retrieving, and generating random user data.
    Last updated -
    2

  • MCP - Management Control Panel

    jonmax1987
    -
    security
    F
    license
    -
    quality
    An advanced management platform that integrates FastAPI and React TypeScript, providing a modern user interface with SQLite database and action history tracking.
    Last updated -

  • MCP File Management Framework

    limouren01
    -
    security
    A
    license
    -
    quality
    A lightweight and modular framework for building MCP-based file management systems with standardized module structure, flexible configuration, and extensible functionality registration mechanisms.
    Last updated -
    3
    MIT License