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
9,443 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Engine-MCP

    galacean
    -
    security
    F
    license
    -
    quality
    A code understanding and generation system designed for Galacean Engine that helps LLMs comprehend the engine architecture and generate high-quality engine code based on user intent.
    Last updated -

  • mcp-prompt-engine

    vasayxtx
    -
    security
    A
    license
    -
    quality
    MCP server for managing and serving dynamic prompt templates using elegant and powerful text template engine. Create reusable, logic-driven prompts with variables, partials, and conditionals that can be served to any compatible MCP client like Claude Code, Claude Desktop, Gemini CLI, etc.
    Last updated -
    7
    MIT License
    • Apple

  • Discovery Engine MCP Server

    ag2-mcp-servers
    -
    security
    F
    license
    -
    quality
    An MCP server that enables natural language interaction with Google's Discovery Engine API, allowing users to search, recommend, and manage data through conversational interfaces.
    Last updated -

  • Earth Engine MCP Server

    Dhenenjay
    -
    security
    A
    license
    -
    quality
    Enables satellite imagery analysis through Google Earth Engine, allowing users to search datasets, calculate vegetation indices like NDVI, filter collections by location and date, and export imagery to cloud storage. Supports major satellite datasets including Sentinel-2, Landsat, and MODIS for applications like agriculture monitoring and deforestation tracking.
    Last updated -
    MIT License
    • Apple

  • usensedata-mcp-server-query-china-companyofficial

    usensedata
    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

  • A Share MCP

    24mlight
    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

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord

  • Two Truths and a Twist

    ErgodicLabs
    -
    security
    A
    license
    -
    quality
    An MCP-based trivia game server where AI creates rounds with two true statements and one false 'twist' about various topics, letting players guess which statement is false.
    Last updated -
    5
    MIT License
    • Apple
    • Linux

  • A-Share MCP Server

    24mlight
    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

  • MCP Cheat Engine Server

    bethington
    -
    security
    F
    license
    -
    quality
    Provides safe, read-only access to memory analysis and debugging functionality through the Model Context Protocol, allowing users to examine computer memory for software development, security research, and educational purposes.
    Last updated -
    1

  • Structured Workflow Engine MCP Server

    mlaurel
    -
    security
    A
    license
    -
    quality
    A Context Engineering Framework that provides 9 battle-tested development workflows with smart validation to help AI models follow consistent processes.
    Last updated -
    MIT License

  • Google Custom Search Engine MCP Server

    Richard-Weiss
    A
    security
    A
    license
    A
    quality
    Enables search capabilities using a Google Custom Search Engine, allowing users to input a search term and retrieve search result titles, links, and snippets, while facilitating integration with other tools for content extraction and advanced search strategies.
    Last updated -
    1
    28
    The Unlicense

  • 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

  • Model Context Protocol Server

    arkeodev
    -
    security
    A
    license
    -
    quality
    Provides a standardized protocol for tool invocation, enabling an AI system to search the web, retrieve information, and provide relevant answers through integration with LangChain, RAG, and Ollama.
    Last updated -
    2
    MIT License

  • 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

  • MCP Command and Search Server

    mjunaid46
    -
    security
    F
    license
    -
    quality
    Facilitates executing system commands and retrieving web data using the Brave Search API by interpreting user intents via a Large Language Model (LLM).
    Last updated -
    1

  • search-fusion-mcp

    sailaoda
    -
    security
    A
    license
    -
    quality
    🔍 High-Availability Multi-Engine Search Aggregation MCP Server - Intelligent Failover, Unified API, LLM-Optimized Content Processing.
    Last updated -
    1
    MIT License
    • Apple

  • Google Search Tool

    iwanghc
    -
    security
    A
    license
    -
    quality
    Enables AI assistants to perform real-time Google searches with anti-bot protection. Bypasses search engine restrictions using advanced browser automation to extract search results locally without requiring paid API services.
    Last updated -
    3
    MIT License
    • Apple

  • 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 -

  • MCP Search Server

    haran2001
    -
    security
    F
    license
    -
    quality
    An intelligent server that helps discover and research MCP servers using the Exa AI search engine, enabling users to find appropriate Model Context Protocol servers for specific requirements.
    Last updated -
    3
    • Apple
    • Linux

  • Bocha Search MCP

    BochaAI
    -
    security
    F
    license
    -
    quality
    An AI-focused search engine that enables AI applications to access high-quality knowledge from billions of webpages and ecosystem content sources across various domains including weather, news, encyclopedia, medical information, train tickets, and images.
    Last updated -
    24

  • Everything Search MCP Server

    Alihkhawaher
    A
    security
    F
    license
    A
    quality
    Provides integration with Everything Search Engine allowing powerful file search capabilities through the Model Context Protocol with advanced search options like regex, case sensitivity, and sorting.
    Last updated -
    1
    7

  • Search MCP Server

    fengin
    A
    security
    A
    license
    A
    quality
    The Search MCP Server enables seamless integration of network and local search capabilities in tools like Claude Desktop and Cursor, utilizing the Brave Search API for high-concurrency and asynchronous requests.
    Last updated -
    1
    72
    MIT License
    • 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
    Apache 2.0

  • MCP PubMed Search

    wavelovey
    -
    security
    A
    license
    -
    quality
    Server to search PubMed (PubMed is a free, online database that allows users to search for biomedical and life sciences literature). I have created on a day MCP came out but was on vacation, I saw someone post similar server in your DB, but figured to post mine.
    Last updated -
    32
    MIT License
    • Apple

  • Seroost Search MCP Server

    Parado-xy
    -
    security
    F
    license
    -
    quality
    Enables AI agents to perform semantic code search across entire codebases using natural language queries. Provides fast indexing and ranked search results with line numbers and file paths through the Seroost search engine.
    Last updated -

  • Modular Search MCP

    gautam-u
    -
    security
    A
    license
    -
    quality
    A VS Code extension that integrates DuckDuckGo web search capabilities with GitHub Copilot Chat through a Model Context Protocol server.
    Last updated -
    MIT License

  • Open Search MCP

    flyanima
    A
    security
    A
    license
    A
    quality
    A comprehensive Model Context Protocol server providing 33 specialized research and search tools for Claude Desktop, enabling powerful search capabilities across academic, technical, and general domains.
    Last updated -
    40
    2
    MIT License
    • Apple
    • Linux

  • 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 -
    10
    MIT License
    • Apple

  • mcp-tavily-search

    y7ut
    -
    security
    A
    license
    -
    quality
    Use Tavily Search to search for news pages or images.
    Last updated -
    MIT License

  • cve-search_mcp

    roadwy
    A
    security
    A
    license
    A
    quality
    A Model Context Protocol (MCP) server for querying the CVE-Search API. This server provides comprehensive access to CVE-Search, browse vendor and product、get CVE per CVE-ID、get the last updated CVEs.
    Last updated -
    6
    52
    MIT License

  • Search Intent MCP

    captainChaozi
    A
    security
    F
    license
    A
    quality
    An MCP-based service that analyzes user search keywords to determine their intent, providing classifications, reasoning, references, and search suggestions to support SEO analysis.
    Last updated -
    1
    27
    1