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  • trammel

    IronAdamant
    A
    license
    -
    quality
    A
    maintenance
    AI task planner for coding assistants that breaks goals into ordered steps, verifies each step with isolated test runs, learns from failures, and saves successful strategies as reusable recipes.
    1
    MIT

  • lens

    tools-for-agents
    A
    license
    -
    quality
    B
    maintenance
    Provides token-efficient code retrieval for coding agents by indexing repositories and enabling ranked snippet search, symbol outlines, and surgical line reads.
    MIT

  • Funplay MCP for Godot

    FunplayAI
    A
    license
    -
    quality
    A
    maintenance
    The most advanced MCP server for Godot Editor that lets AI assistants operate directly inside your running Godot project for scene creation, script generation, UI authoring, and more.
    27
    MIT

  • claude-for-hermes

    7D-codes
    A
    license
    -
    quality
    B
    maintenance
    A local MCP server that lets Hermes supervise Claude Code, delegating focused coding, research, or review tasks to the Claude Code CLI and managing worker sessions, background jobs, cancellations, and read-only reviews.
    2
    MIT

  • claude-debugs-for-you

    jasonjmcghee
    A
    license
    -
    quality
    C
    maintenance
    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.
    31
    513
    MIT

  • Think Tool MCP Server

    PhillipRt
    A
    license
    A
    quality
    D
    maintenance
    Official implementation of Anthropic's 'think' tool that provides Claude with a dedicated space for structured reasoning, improving performance by up to 54% on complex tasks requiring multi-step problem solving.
    1
    42
    126
    MIT

  • colab-mcp (enhanced fork)

    SebastianGilPinzon
    A
    license
    A
    quality
    A
    maintenance
    Enhanced fork of Google's Colab MCP, pre-registers all 7 notebook tools at startup (get_cells, add/run/update/delete/move_cell, add_text_cell), adds programmatic GPU control (T4/L4/A100) via OAuth, and fixes the "Disconnected from local server" issue with IPv4-only bind, PNA CORS headers, and stale-tab dedup. Works on Chrome, Edge, Windows, macOS, Linux.
    9
    13
    Apache 2.0

  • Vibe-Coder MCP Server

    crazyrabbitLTC
    A
    license
    D
    quality
    D
    maintenance
    An MCP server that implements a structured workflow for LLM-based coding, guiding development through feature clarification, documentation generation, phased implementation, and progress tracking.
    10
    38
    18
    MIT

  • Flux

    asrvd
    A
    license
    D
    quality
    D
    maintenance
    An AI-powered MCP server that enables natural language interaction with AO (Arweave Operating system) for creating, running, and testing code and handlers without manual coding.
    14
    1,606,223
    3
    BSD 3-Clause

  • Fuse

    Litenova-Solutions
    A
    license
    -
    quality
    A
    maintenance
    A local .NET MCP server for coding agents, providing persistent semantic indexing, typed-graph DI wiring resolution, reduced context, and compiler-backed verification for .NET projects.
    34
    Apache 2.0

  • Vibechemy

    DiamondAlchemy
    A
    license
    -
    quality
    B
    maintenance
    An MCP server for orchestrating a fleet of CLI coding agents in isolated git worktrees. It exposes tools for spawning workers, sending instructions, reviewing diffs, and merging changes, with full terminal visibility.
    4
    3
    MIT

  • uacos

    caotiensinh
    A
    license
    -
    quality
    B
    maintenance
    Local-first code intelligence and safety layer for AI coding agents. MCP server exposes dependency graph, impact analysis, and AST-compressed repo context, backed by typed local memory, patch-scope safety gates, and git-independent transaction rollback.
    1
    MIT

  • odin

    Plazmodium
    A
    license
    -
    quality
    B
    maintenance
    Provides a specification-driven workflow layer for AI-assisted coding, enabling agents to follow an explicit 11-phase feature workflow with checkpoints, artifacts, and quality gates.
    MIT