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    A production-ready foundation template for building Model Context Protocol (MCP) servers with FastAPI, featuring modular tools, comprehensive testing, and OpenShift deployment configurations. Includes automated transformation scripts to create custom domain-specific MCP servers.
    67
    Apache 2.0
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    Enables AI assistants to interact with running games in real time — introspecting game state, simulating keyboard and mouse input to actually play, capturing screenshots, executing Lua code, hot-reloading files, and receiving push notifications when state changes.
    8
    MIT
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    An advanced MCP server for real-time worldwide stock market data, technical indicators, financials, news, and Python sandboxing with AI models, supporting US and Indian markets.
    29
    1
    MIT
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    Enables pre-execution security checks and sandboxed execution for AI agent workflows, including prompt-injection detection, MCP rugpull and sampling abuse protection, untrusted tool-output sanitization, loop circuit breaking, SQL AST validation, PII redaction, and ephemeral Python execution.
    8
    2
    MIT
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    Enables agents to synthesize typed MCP tool schemas at runtime, validate Python ASTs for unsafe imports, compile sandboxed callable handlers, and hot-plug them into an active MCP runtime. It provides a zero-dependency, standard-library-only MCP server for safe just-in-time tool creation and execution.
    7
    MIT
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    Enables MCP clients to list configured Python and Shell script routes and execute them with positional or named arguments over Streamable HTTP, returning stdout, stderr, status, exit code, and timeout details. It uses the same API-key authentication and hot-reloaded route configuration as the HTTP API.
    GPL 3.0
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    This MCP server enables coding agents to inspect and control live browser tabs, including evaluating JavaScript, outlining and interacting with the DOM, taking screenshots, reading console and network logs, and installing hot-reloaded userscripts.
    102 npm
    MIT
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    Enables an authenticated persona to run OpenAI Codex coding tasks in an isolated per-user workspace checked out from a configured GitHub repository, with the work committed locally and published to a dedicated work branch. Also exposes task status for the latest run.
    MIT
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    A hot-reloadable MCP proxy server that enables users to create and manage custom Python tools through dynamic module loading. Users can build their own utilities, wrap APIs, and extend functionality by simply adding Python files to designated folders.
    7
    Apache 2.0
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    A hot-reload development tool that enables real-time development of MCP (Model Context Protocol) servers by automatically reloading tools as they're modified without requiring manual restarts.
    9 npm
    11
    MIT
  • A
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    Public implementation of MCP for ROS 2 enabling to interact with system visible various robots, capable of: List available topics List available services Call service Subscribe topic to get messages Publish message on topic and more
    98
    Mozilla Public 2.0
  • A
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    Exposes a stdio JSON-RPC tool surface that lets AI agents control running Flutter and Dart apps — starting, stopping, reloading, and hot-restarting sessions, reading logs, running doctor/list/tinker checks, and invoking plugin-contributed tools. It gives agents one shared protocol instead of ad hoc shell scripts.
    2
    MIT
  • A
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    Enables AI agents to write and debug World of Warcraft: Infinite addons end-to-end: statically checking Lua, .toc and XML against the client's own API manual, hot-loading changes into the running game, then executing Lua or slash commands and reading back errors with stacks, print output, events, frame info and screenshots. Also records events, inspects frames and keeps versioned history with one-click rollback.
    14
    MIT
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    Hardened MCP bridge to the full Ollama ecosystem — local and cloud models. 6 tools covering health, model management, chat, and generation with SSRF mitigation, singleton HTTP client, and structured error handling. Two deps, one file.
    6
    4
    MIT
  • A
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    A persistent Python REPL MCP server for AI agents with stateful execution, real timeouts, crash isolation, and an MCP bridge to call other tools in the project.
    1
    3
    MIT
  • A
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    MCP server that gives AI assistants a secure gVisor-isolated sandbox to run Python or JavaScript code, returning stdout, stderr, and exit codes without local access.
    1
    46 npm
    MIT