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.

9,449 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • -
    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
  • A
    security
    F
    license
    A
    quality
    A MCP server that aggregates hot trends and rankings from various Chinese websites and platforms including Weibo, Zhihu, Bilibili, and more.
    Last updated -
    21
    303
    159
  • A
    security
    F
    license
    A
    quality
    Provides Indian movie recommendations within Claude Desktop, allowing users to filter by genre, language, rating, and year, search for specific films, or discover random recommendations from Bollywood and regional cinema.
    Last updated -
    3
    • Apple
  • 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
  • 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

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol tool that retrieves daily stock market data for any stock symbol using the Alpha Vantage API.
    Last updated -
    7
    0
    1
    Apache 2.0
  • A
    security
    A
    license
    A
    quality
    Search and retrieve news articles and trending keywords from Google News and Google Trends. Summarize articles and extract keywords using optional NLP and LLM Sampling to get concise insights.
    Last updated -
    5
    54
    MIT License
  • -
    security
    F
    license
    -
    quality
    Provides comprehensive statistics and advanced analysis tools for the Korean stock market, offering real-time index data, sector analysis, investor trend tracking, and AI-based market pattern recognition.
    Last updated -
    • Linux
    • Apple
  • A
    security
    F
    license
    A
    quality
    A TypeScript-based MCP server that fetches real-time stock market data and company financial information through the Alpha Vantage API.
    Last updated -
    4
    5
    • Apple
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that exposes over 200+ APIs from API.market as MCP resources, allowing large language models to discover and interact with various APIs through natural language commands.
    Last updated -
    34
    24
    3
    MIT License
    • Apple
  • 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
  • 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
  • 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
  • -
    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
  • -
    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
  • -
    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
  • A
    security
    F
    license
    A
    quality
    An MCP server that provides comprehensive market intelligence by analyzing data from both the Apple App Store and Google Play Store, enabling users to research apps, track market trends, study competitors, and understand user feedback across mobile marketplaces.
    Last updated -
    20
    32
    16
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that provides Claude with access to AI-powered trading predictions and analysis from the aiprediction.us API, handling authentication, date formatting, and data retrieval.
    Last updated -
    • Apple
  • -
    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
  • 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
  • A
    security
    A
    license
    A
    quality
    Provides real-time and historical cryptocurrency market data through integration with major exchanges. This server enables LLMs like Claude to fetch current prices, analyze market trends, and access detailed trading information.
    Last updated -
    7
    54
    MIT License
    • Apple
  • -
    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
  • 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
  • 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
  • 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
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol (MCP) server that provides comprehensive cryptocurrency analysis using the CoinCap API. This server offers real-time price data, market analysis, and historical trends through an easy-to-use interface.
    Last updated -
    3
    281
    36
    MIT License
    • Apple
  • -
    security
    F
    license
    -
    quality
    An MCP server that provides access to cryptocurrency market data from the Nobitex API, enabling users to fetch specific cryptocurrency pair statistics and global market data.
    Last updated -
    23