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
11,980 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • MCP Read Images

    catalystneuro
    -
    security
    A
    license
    -
    quality
    An MCP server for analyzing images using OpenRouter vision models, offering capabilities like automatic image resizing, model configuration, and handling custom queries about images.
    Last updated -
    8
    MIT License

  • MCP Server - Images

    rmrfslashbin
    -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables AI-powered image generation through Stability AI and Black Forest Labs APIs, allowing users to create images from detailed text prompts with customizable settings and comprehensive metadata tracking.
    Last updated -
    MIT License

  • Analysis MCP

    RCSnyder
    -
    security
    F
    license
    -
    quality
    Provides cognitive tools for critical thinking and multi-perspective analysis of current affairs through structured prompts, including claim deconstruction, perspective comparison, and analysis through 9 analytical lenses (historical, economic, geopolitical, etc.).
    Last updated -
    • Apple

  • mcp_search_images

    yanjunz
    -
    security
    A
    license
    -
    quality
    A search service based on multiple image APIs and icon generation capabilities, specifically designed for integration with Cursor MCP service. Supports image search, download, and AI-generated icons.
    Last updated -
    13
    MIT License
    • Apple

  • Financial Analysis MCP Server

    NARAVINDR321
    A
    security
    -
    license
    A
    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

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord

  • openverse-images-adapter

    -
    security
    -
    license
    -
    quality
    An MCP server that exposes search and fetch tools for retrieving openly licensed images from Openverse. Returns high-resolution images and metadata suitable for ChatGPT connectors.

  • Atom-of-thoughts

    kbsooo
    A
    security
    A
    license
    A
    quality
    AoT MCP server enables AI models to solve complex reasoning problems by decomposing them into independent, reusable atomic units of thought, featuring a powerful decomposition-contraction mechanism that allows for deep exploration of problem spaces while maintaining high confidence in conclusions.
    Last updated -
    3
    48
    MIT License
    • Apple
    • Linux

  • MCP of MCPs

    eliavamar
    -
    security
    A
    license
    -
    quality
    A meta-server that aggregates multiple MCP servers into a single interface, reducing token usage by 98%+ through progressive tool discovery and direct code execution that processes data between tools without consuming context window space.
    Last updated -
    6
    Apache 2.0

  • openverse-images-adapter-2

    -
    security
    -
    license
    -
    quality
    An MCP server that exposes search and fetch tools for retrieving openly licensed images from Openverse. Returns high-resolution images and metadata suitable for ChatGPT connectors.

  • 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 -
    12
    MIT License

  • Chain of Draft Thinking

    bsmi021
    A
    security
    A
    license
    A
    quality
    Chain of Draft Server is a powerful AI-driven tool that helps developers make better decisions through systematic, iterative refinement of thoughts and designs. It integrates seamlessly with popular AI agents and provides a structured approach to reasoning, API design, architecture decisions, code r
    Last updated -
    1
    21
    25
    MIT License

  • 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
    21
    • Apple

  • Gold IRA Sales Analysis MCP Server

    the-funky-1
    -
    security
    -
    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 -

  • mcp-adr-analysis-server

    tosin2013
    A
    security
    A
    license
    A
    quality
    Transform your codebase into professional architectural decision records with intelligent AI analysis
    Last updated -
    36
    35
    14
    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

  • Chain of Draft (CoD) MCP Server

    stat-guy
    A
    security
    F
    license
    A
    quality
    Implements the Chain of Draft reasoning approach to generate minimalistic intermediate reasoning outputs while solving tasks, significantly reducing token usage while maintaining accuracy.
    Last updated -
    7
    13
    • Apple

  • mc-server-clash-of-clans

    Saunved
    -
    security
    F
    license
    -
    quality
    MCP server for the Clash of Clans API. Can get player, clan information, analyze ongoing wars, as well as war logs (provided they are public).
    Last updated -
    7

  • 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 -
    2
    • Apple

  • Chain of Thought MCP Server

    beverm2391
    -
    security
    F
    license
    -
    quality
    An MCP server that uses Groq's API to expose raw chain-of-thought tokens from Qwen's qwq model, enabling LLMs to think step-by-step before responding.
    Last updated -
    11

  • Word of the Day MCP Server

    Traves-Theberge
    A
    security
    A
    license
    A
    quality
    Provides comprehensive word definitions, pronunciations, meanings, and examples for any English word using the Free Dictionary API. Includes a random word-of-the-day feature with difficulty levels for vocabulary building.
    Last updated -
    2
    2
    MIT License

  • 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

  • Chain of Draft Prompt Tool

    brendancopley
    -
    security
    F
    license
    -
    quality
    Transforms prompts into Chain of Draft (CoD) or Chain of Thought (CoT) format to enhance LLM reasoning quality while reducing token usage by up to 92.4%, supporting multiple LLM providers including Claude, GPT, Ollama, and local models.
    Last updated -
    3
    15
    • Apple
    • Linux

  • 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 -
    0
    5
    MIT License

  • Adaptive Graph of Thoughts MCP Server

    SaptaDey
    -
    security
    A
    license
    -
    quality
    A scientific reasoning framework that leverages graph structures and the Model Context Protocol (MCP) to process complex scientific queries through an Advanced Scientific Reasoning Graph-of-Thoughts (ASR-GoT) approach.
    Last updated -
    22
    MIT License

  • 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 -
    16
    Apache 2.0
    • Apple
    • Linux

  • 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 -
    3