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  • MCP Run Python by pydantic

    MCP Run Pythonofficial

    pydantic
    A
    license
    -
    quality
    F
    maintenance
    Enables secure execution of Python code in a sandboxed WebAssembly environment using Pyodide and Deno. Automatically handles package management and captures complete execution results including stdout, stderr, and return values.
    193
    MIT

  • mcp-apps-dashboard-demo

    ctocamar
    A
    license
    A
    quality
    C
    maintenance
    A demo MCP server that returns an interactive dashboard (bar chart with dataset selector) as an MCP App via the official MCP Apps extension (SEP-1865).
    1
    MIT

  • saihm-memory

    citw2
    A
    license
    A
    quality
    A
    maintenance
    Provides persistent, client-side-encrypted memory for AI coding assistants via SAIHM, enabling tools to remember, recall, and forget with provable erasure.
    4
    Apache 2.0

  • Meridian Commercial

    sinhasulabh
    A
    license
    A
    quality
    C
    maintenance
    Provides governed, deterministic SQL tools over DuckDB for querying sales pipeline data, returning verified results with full source traces. Enables trustworthy natural-language queries about Q1 2026 sales data.
    5
    MIT

  • MCP Lottery Demo

    pmhw
    F
    license
    A
    quality
    D
    maintenance
    Enables random selection tools including lottery drawing from option lists, dice rolling with customizable sides and counts, and coin flipping. Supports both single and multiple draws with duplicate control options.
    3
    2

  • FastMCP Demo Server

    apoojary94
    F
    license
    A
    quality
    D
    maintenance
    A production-ready MCP server that provides hackathon resources and reusable starter prompts. Built with FastMCP framework and includes comprehensive deployment options for development and production environments.
    1

  • open-code-review

    raye-deng
    F
    license
    A
    quality
    C
    maintenance
    AI-powered code review tool that detects AI-generated code defects invisible to traditional linters — hallucinated packages, deprecated APIs, cross-file contradictions, hidden security anti-patterns, and over-engineering. Works as a standalone CLI, GitHub Action, or MCP server. Supports TypeScript, Python, Java, Go, and Kotlin. Free for individuals, no API key required.
    4
    33

  • MCP Server Demo - Learning

    aakankshagupta18
    A
    license
    B
    quality
    D
    maintenance
    A comprehensive learning project demonstrating MCP server implementation with tools for calculator operations, file management, and system information retrieval, including Google ADK integration patterns and best practices.
    3
    8
    ISC
  • USA Spending MCP Server by GSA-TTS

    USA Spending MCP Serverofficial

    GSA-TTS
    F
    license
    B
    quality
    D
    maintenance
    An MCP server for interacting with the USAspending.gov API, supporting local use with Claude Desktop and cloud deployment with login.gov authentication.
    3
    10

  • MCP Demo Project

    wubbyweb
    A
    license
    B
    quality
    D
    maintenance
    A demonstration server implementing the Model Context Protocol (MCP) with both STDIO and Server-Sent Events (SSE) support, featuring a word reversal tool that transforms input text by reversing characters.
    1
    13
    MIT

  • Demo MCP Server

    SannketNikam
    F
    license
    B
    quality
    D
    maintenance
    A simple demonstration MCP server that provides basic utility tools including dice rolling and number addition functionality. This server serves as a tutorial example for setting up both local and remote MCP servers using FastMCP.
    3

  • MCP Server Demo

    CH-122
    A
    license
    B
    quality
    D
    maintenance
    A monorepo containing three Model Context Protocol (MCP) servers that enable natural language interaction with databases, GitHub repositories, and time/timezone services.
    2
    13
    MIT

  • browser-mcp-demo

    Hanny658
    A
    license
    B
    quality
    F
    maintenance
    Provides a remote browser session and MCP tools for restricted search and extraction on sites like XHS, Yelp, and TripAdvisor, with human-in-the-loop login.
    5
    Apache 2.0

  • MCP Demo Server

    joeguo911
    F
    license
    C
    quality
    D
    maintenance
    A demonstration server based on Model Context Protocol (MCP) that showcases how to build custom tools for AI assistants, providing mathematical calculation and multilingual greeting capabilities.
    3