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
9,482 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Word of the Day MCP Server

    Traves-Theberge
    -
    security
    A
    license
    -
    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
    MIT License

  • its-just-ui MCP Server

    its-just-ui
    A
    security
    A
    license
    A
    quality
    Enables AI-powered generation, customization, and documentation of its-just-ui React components. Provides tools for component generation, theme management, form creation, responsive layouts, and accessibility guidance.
    Last updated -
    9
    12
    2
    MIT License
    • Apple

  • mcp-server-data-exploration

    reading-plus-ai
    A
    security
    A
    license
    A
    quality
    Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.
    Last updated -
    2
    478
    MIT License
    • Apple

  • content-core

    lfnovo
    A
    security
    A
    license
    A
    quality
    Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word docs, YouTube transcripts, and more with structured JSON responses.
    Last updated -
    1
    59
    MIT License
    • Apple

  • nf-core MCP Server

    wjlim
    A
    security
    F
    license
    A
    quality
    Enables users to manage and navigate nf-core bioinformatics pipeline repositories, allowing list, search, and explore operations on pipeline configurations, workflows, and modules.
    Last updated -
    3

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord

  • Kube Core MCP

    Jess321995
    -
    security
    F
    license
    -
    quality
    A Kubernetes command processing service that converts natural language requests into valid kubectl commands, providing command validation and security checks.
    Last updated -
    1
    • Linux

  • Sond Core API MCP Server

    amirlazarovich-git
    -
    security
    F
    license
    -
    quality
    Enables interaction with the Sond Core API through the Model Context Protocol. Auto-generated from the OpenAPI specification at https://core-api-lb.sond.com/api-json to provide programmatic access to Sond's services.
    Last updated -

  • 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
    45
    MIT License
    • Apple
    • Linux

  • OCI Core Services FastMCP Server

    adibirzu
    -
    security
    A
    license
    -
    quality
    A dedicated server for Oracle Cloud Infrastructure (OCI) Core Services that enables management of compute instances and network operations with LLM-friendly structured responses.
    Last updated -
    1
    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
    25
    24
    MIT License

  • 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 -
    3

  • 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

  • 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
    49
    6
    MIT License
    • Apple
    • Linux

  • 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 -

  • 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 -
    19
    MIT License

  • 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
    Apache 2.0

  • TrueNAS Core MCP Server

    vespo92
    A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that enables Claude Desktop and other MCP clients to interact with TrueNAS Core systems through the TrueNAS API, supporting user management, storage operations, sharing, and snapshot creation.
    Last updated -
    20
    5
    MIT License
    • Linux
    • Apple

  • Memory MCP Server

    tomschell
    -
    security
    A
    license
    -
    quality
    A long-term memory storage system for LLMs that helps them remember context across multiple sessions using semantic search with embeddings to provide relevant historical information from past interactions and development decisions.
    Last updated -
    7
    MIT License

  • The Verge News MCP Server

    manimohans
    A
    security
    A
    license
    A
    quality
    Provides tools to fetch and search news from The Verge's RSS feed, allowing users to get today's news, retrieve random articles from the past week, and search for specific keywords in recent Verge content.
    Last updated -
    3
    0
    3
    MIT License
    • Apple

  • The Movie DB MCP Server

    saturngod
    -
    security
    F
    license
    -
    quality
    A server that connects to The Movie Database API, enabling clients to fetch popular movies, now playing movies, movie details, cast information, and search for movies through a Message Control Protocol interface.
    Last updated -
    8

  • The Graph Token API MCP

    pinax-network
    -
    security
    A
    license
    -
    quality
    Official MCP server that turns The Graph’s Token API into a plug-and-play web3 data tool. Exposes ERC-20 & NFT metadata, balances, transfers, top-holder stats, prices, and more, allowing LLMs to run SQL queries on structured and indexed blockchain data.
    Last updated -
    Apache 2.0

  • Reddit MCP Server

    king-of-the-grackles
    A
    security
    F
    license
    A
    quality
    Enables comprehensive Reddit research through a three-layer architecture that discovers relevant communities, provides operation guidance, and executes multi-subreddit content fetching with proper citations. Supports searching, post fetching, comment analysis, and batch operations across multiple subreddits for thorough content analysis.
    Last updated -
    3
    32
    • Apple
    • Linux

  • SystemPrompt MCP Server

    Ejb503
    -
    security
    F
    license
    -
    quality
    This TypeScript-based server implements a simple notes system, allowing users to create and manage text notes and generate summaries, showcasing core MCP concepts.
    Last updated -
    0
    12
    • Apple

  • Bitrefill Search and Shopofficial

    bitrefill
    A
    security
    A
    license
    A
    quality
    This MCP wraps Bitrefill public API to allow agents to search for products and shop using cryptocurrencies like Bitcoin, Ethereum, Solana, and many more.
    Last updated -
    4
    27
    5
    MIT License
    • Apple

  • Punjab Technical Education MCP Server

    ag2-mcp-servers
    -
    security
    F
    license
    -
    quality
    This MCP server enables interaction with the Punjab State Board of Technical Education and Industrial Training API, allowing access to technical education services and information through natural language.
    Last updated -