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.

9,479 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • 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
  • A
    security
    A
    license
    A
    quality
    MCP server that provides programmatic access to the Israeli Central Bureau of Statistics (CBS) price indices and economic data
    Last updated -
    9
    13
    3
    MIT License
  • A
    security
    F
    license
    A
    quality
    Usense Data API now supports the MCP protocol, enabling easy enterprise data access via LLMs through the MCP-compatible usensedata-mcp-server-query-china-company.
    Last updated -
    9
    2
    4
    • Apple
    • Linux
  • -
    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
    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

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord
  • -
    security
    F
    license
    -
    quality
    Provides access to UNHCR refugee statistics through a standardized interface, allowing AI agents to query data by country of origin, country of asylum, and year.
    Last updated -
  • -
    security
    F
    license
    -
    quality
    An MCP Server that provides access to League of Legends statistics via the SportData.io API, allowing agents to query and analyze LoL competitive gaming data.
    Last updated -
  • 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
    Enables conversational image generation and editing with Google's Gemini 2.5 Flash Image Preview. Supports text-to-image generation, natural language image editing, multi-image composition, and style transfer with optional file saving.
    Last updated -
    4
    3
    1
  • -
    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
  • -
    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
  • -
    security
    A
    license
    -
    quality
    A TypeScript-based server that implements the Model Context Protocol to provide a secure gateway to the Dynamics 365 Finance & Operations OData API, enabling LLMs and Copilot Studio to interact with D365 F&O data entities.
    Last updated -
    MIT License
  • A
    security
    F
    license
    A
    quality
    Enables AI assistants to query genetic variant data, gene constraints, and population genetics information from the gnomAD (Genome Aggregation Database) through its GraphQL API. Supports searching for genes and variants, retrieving constraint scores, analyzing population frequencies, and accessing genomic coverage data.
    Last updated -
    9
    11
    • Apple
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol service that handles date and time conversions for China's timezone (UTC+8), supporting current date retrieval, timestamp conversions, and date-time formatting.
    Last updated -
  • -
    security
    F
    license
    -
    quality
    A custom MCP server that allows storage, retrieval, and management of text-based information with natural language commands and keyword detection.
    Last updated -
    • Linux
    • Apple
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that automatically reads the Claude Desktop configuration file and presents all available MCP services in an easy-to-copy format at the top of the tools list.
    Last updated -
    1
    27
    3
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that combines DeepSeek R1's reasoning capabilities with Claude 3.5 Sonnet's response generation, enabling two-stage AI processing where DeepSeek's structured reasoning enhances Claude's final outputs.
    Last updated -
    2
    2
    MIT License
  • A
    security
    F
    license
    A
    quality
    An MCP server that provides access to Stern, a philosophical AI mentor combining rationalist thinking with stoic philosophy to guide users through personalized mentorship and smart contract accountability on Solana.
    Last updated -
    1
    60
    1
  • -
    security
    F
    license
    -
    quality
    A Multi-Call Protocol server providing comprehensive access to Chinese stock market data through a unified API, leveraging AKShare to fetch real-time and historical data from various Chinese exchanges.
    Last updated -
    17
    • Linux
  • -
    security
    F
    license
    -
    quality
    An MCP Server that enables users to interact with Google's On-Demand Scanning API (v1beta1) through natural language, likely providing capabilities for vulnerability scanning and security analysis of containers and artifacts.
    Last updated -
  • -
    security
    F
    license
    -
    quality
    A full-featured content management platform for Today's Headlines that supports automated login, content publishing, and data analytics, with complete compatibility with Xiaohongshu's publishing tool format for one-click multi-platform publishing.
    Last updated -
    14
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    An MCP server implementation that enables AI models to discover, search, and analyze data stored in Typesense collections through tools for querying documents, retrieving specific items, and accessing collection statistics.
    Last updated -
    1
    13
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    Provides tools to access AWS documentation, search for content, and get recommendations for both global and China AWS regions.
    Last updated -
    3
    Apache 2.0