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  • Jupyter MCP Server

    block
    A
    license
    A
    quality
    D
    maintenance
    Enables AI agents to interact with Jupyter notebooks via MCP tools for querying, modifying, executing, and setting up notebooks, with state preservation and real-time collaboration.
    Last updated
    4
    42
    Apache 2.0

  • Gemini Agent MCP Server

    cybaea
    A
    license
    A
    quality
    C
    maintenance
    An advanced MCP server that provides an agentic interface to Google's Gemini 3.1 models via Vertex AI, combining real-time Google Search, URL analysis, and Python code execution to solve complex multi-step research and data tasks.
    Last updated
    1
    MIT

  • xcode-mcp-server (drewster99)

    drewster99
    A
    license
    A
    quality
    B
    maintenance
    Enable Claude Code, Cursor, or your favorite LLM to interact with Xcode, building your projects the same way you do, and seeing the same errors. Greatly increases productivity when working on iOS, iPadOS, macOS, visionOS, tvOS projects & Swift packages - or any time you might use Xcode.
    Last updated
    29
    5
    MIT

  • Spec Workflow MCP

    Pimzino
    A
    license
    A
    quality
    B
    maintenance
    Provides structured spec-driven development workflow tools for AI-assisted software development with sequential spec creation (Requirements → Design → Tasks). Features a real-time web dashboard for monitoring project progress and managing development workflows.
    Last updated
    5
    630
    4,267
    GPL 3.0

  • gerbil-mcp

    ober
    F
    license
    A
    quality
    F
    maintenance
    Provides AI assistants with live access to a Gerbil Scheme environment to evaluate expressions, look up module exports, and check syntax. It enables real-time interaction with the gxi runtime for macro expansion and symbol searching.
    Last updated
    6
    1

  • mcp-codex-dev

    FYZAFH
    A
    license
    A
    quality
    F
    maintenance
    An MCP server that integrates Codex CLI into Claude Code workflows for code writing, execution, and review with session management. It features real-time progress monitoring via a local HTTP dashboard and supports detailed configuration for various coding tools.
    Last updated
    6
    6
    165
    MIT

  • MCP Server Framework

    tim-akkio
    F
    license
    A
    quality
    D
    maintenance
    A general-purpose MCP server that provides utility tools for echo, date/time, and file operations within Claude Code and Claude Desktop. It functions as an extensible framework designed to help developers easily build and register custom Python-based tools.
    Last updated
    11

  • NPM Sentinel MCP

    Nekzus
    A
    license
    A
    quality
    B
    maintenance
    A Model Context Protocol server providing utility tools for development and testing, offering functionalities like personalized greetings, random card drawing, and datetime formatting with an extensible architecture.
    Last updated
    4
    19
    450
    18
    MIT

  • peacock-mcp

    johnpapa
    A
    license
    A
    quality
    D
    maintenance
    MCP Server for the Peacock extension for VS Code (https://peacockcode.dev), coloring your world, one Code editor at a time. The main goal of the project is to show how an MCP server can be used to interact with APIs.
    Last updated
    1
    12
    1
    MIT

  • Context Optimizer MCP Server

    malaksedarous
    A
    license
    A
    quality
    C
    maintenance
    Provides AI coding assistants with context optimization tools including targeted file analysis, intelligent terminal command execution with LLM-powered output extraction, and web research capabilities. Helps reduce token usage by extracting only relevant information instead of processing entire files and command outputs.
    Last updated
    5
    21
    61
    TypeScript
    MIT

  • Godot MCP

    jamesdowzard
    A
    license
    B
    quality
    D
    maintenance
    An MCP server that enables AI agents to interact with the Godot game engine by launching the editor, running projects, capturing debug output, and managing scenes and resources. It provides tools for project analysis, scene creation, and execution control to help agents understand and debug Godot projects in real-time.
    Last updated
    14
    MIT