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
9,504 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Sentiment + Sarcasm Analyzer

    igorpavlov-mgr
    -
    security
    F
    license
    -
    quality
    A lightweight Gradio application that analyzes text for sentiment (positive/negative) and sarcasm detection using Hugging Face Transformers, designed to run on CPU and compatible with the MCP server architecture.
    Last updated -
    • Apple
    • Linux

  • crypto-sentiment-mcp

    kukapay
    A
    security
    A
    license
    A
    quality
    An MCP server that delivers cryptocurrency sentiment analysis to AI agents.
    Last updated -
    5
    34
    MIT License

  • Google Maps Reviews Scraper MCP Server

    qingyun-wu
    -
    security
    F
    license
    -
    quality
    This server enables users to programmatically scrape and access Google Maps reviews through a Multi-Agent Conversation Protocol interface to the Apify API.
    Last updated -

  • Perplexity Tool for Claude Desktop

    letsbuildagent
    A
    security
    A
    license
    A
    quality
    A custom MCP tool that integrates Perplexity AI's API with Claude Desktop, allowing Claude to perform web-based research and provide answers with citations.
    Last updated -
    1
    4
    MIT License
    • Apple

  • 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

  • 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

  • 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

  • MCP Tool

    PiuQiuPiaQia
    A
    security
    F
    license
    A
    quality
    A server built on mcp-framework that enables integration with Claude Desktop through the Model Context Protocol.
    Last updated -
    1
    1
    • Apple

  • MCP Think Tool

    piotrpalek
    A
    security
    F
    license
    A
    quality
    An MCP server implementation of Anthropic's Think Tool prompt engineering technique that enables Claude to break down complex problems and enhance its reasoning capabilities by providing a simple tool that echoes back thoughts.
    Last updated -
    1
    1

  • 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-tool-chainer

    thirdstrandstudio
    -
    security
    A
    license
    -
    quality
    An MCP (Model Context Protocol) server that chains calls to other MCP tools, reducing token usage by allowing sequential tool execution with result passing
    Last updated -
    109
    48
    MIT License

  • Twitter MCP Tool

    jalaj-pandey
    -
    security
    F
    license
    -
    quality
    A Python-based tool that streamlines social media tasks by enabling users to post tweets, track username changes, fetch recent tweets, and send direct messages on Twitter.
    Last updated -

  • Gemini MCP Tool

    jamubc
    A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that enables AI assistants to interact with Google Gemini CLI, allowing them to leverage Gemini's large token window for analyzing files and codebases using natural language commands.
    Last updated -
    6
    41,021
    1,362
    • Apple
    • Linux

  • db-mcp-tool

    wirdes
    A
    security
    A
    license
    A
    quality
    A powerful Model Context Protocol (MCP) tool for exploring and managing different types of databases including PostgreSQL, MySQL, and Firestore.
    Last updated -
    9
    5
    MIT License

  • MCP Think Tool

    DannyMac180
    -
    security
    A
    license
    -
    quality
    An MCP server that implements the 'think' tool, providing Claude with a dedicated space for structured thinking during complex problem-solving tasks to improve reasoning capabilities.
    Last updated -
    128
    MIT License
    • Linux
    • Apple

  • mcp-tool-builder

    hanweg
    A
    security
    A
    license
    A
    quality
    MCP server that builds itself by creating new tools as needed based on user requests (Requires restart of Claude Desktop to use newly created tools).
    Last updated -
    4
    27
    The Unlicense

  • 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 Think Tool Server

    cgize
    A
    security
    A
    license
    A
    quality
    Implements Anthropic's 'think' tool for Claude, providing a dedicated space for structured reasoning during complex problem-solving tasks that improves performance in reasoning chains and policy adherence.
    Last updated -
    4
    75
    34
    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

  • Weather MCP Tool

    jalaj-pandey
    -
    security
    F
    license
    -
    quality
    An India-focused MCP server that provides real-time weather conditions, forecasts, air quality data, and location search capabilities using the OpenWeatherMap API.
    Last updated -

  • 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 -

  • Sentiment Analysis MCP Server

    Aiden-Jeon
    -
    security
    F
    license
    -
    quality
    An MCP server that provides sentiment analysis functionality using TextBlob, allowing users to analyze text for polarity, subjectivity, and sentiment assessment through Cursor AI.
    Last updated -

  • MCP Think Tool Server

    abhinav-mangla
    A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that provides Claude with a dedicated space for structured thinking during complex problem-solving tasks, helping improve its reasoning capabilities.
    Last updated -
    1
    67
    9
    MIT License
    • Apple

  • MCP Web Search Tool

    gabrimatic
    -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that provides real-time web search capabilities to AI assistants through pluggable search providers, currently integrated with the Brave Search API.
    Last updated -
    13
    MIT License

  • Company API MCP Server Template

    Gilfeather
    -
    security
    A
    license
    -
    quality
    A template for building Model Context Protocol servers that connect to company REST APIs using FastMCP, providing authentication handling, error management, and example tools for common API operations.
    Last updated -
    MIT License

  • MCP Sentiment Analysis Server

    jimthompson5802
    -
    security
    A
    license
    -
    quality
    This server implements the Model Context Protocol to provide sentiment analysis of text, returning polarity, subjectivity, and overall assessment (positive, negative, or neutral).
    Last updated -
    MIT License
    • Apple
    • Linux

  • 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 -
    12
    Apache 2.0
    • Apple
    • Linux

  • Cloud Tool Results API MCP Server

    ag2-mcp-servers
    -
    security
    F
    license
    -
    quality
    An MCP Server that provides access to Google's Cloud Tool Results API, enabling applications to programmatically interact with test results from Firebase Test Lab and mobile app testing through natural language.
    Last updated -
    • Linux
    • Apple

  • claude-debugs-for-you

    jasonjmcghee
    -
    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

  • MCP Server For Local

    Dreamboat-Rachel
    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