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  • WhenLabs/When

    WhenLabs-org
    A
    license
    A
    quality
    C
    maintenance
    A unified developer toolkit for AI-assisted workflows. Task timing, doc drift detection, env validation, secret scanning, port conflict resolution, AI context generation, and license auditing — one MCP server, one install.
    Last updated
    7
    3
    MIT

  • coldstart

    AkashGoenka
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    license
    A
    quality
    A
    maintenance
    coldstart gives coding agents durable memory of a specific codebase, with no embeddings, no vector store, and no API key. Agents write notes after real tasks — what a file is for, how a flow spans files, which invariants hold — and those notes are surfaced automatically to a later session whose task matches, so nothing gets rediscovered from scratch. Every note is anchored to real files by content
    Last updated
    6
    1,133
    4
    MIT

  • Marrow

    desikai-lab
    A
    license
    A
    quality
    A
    maintenance
    Marrow is a persistent multi-project memory backend that provides AI agents with MCP tools for semantic code navigation, task backlog management, and versioned artifact storage. It enables seamless, token-optimized context sharing and asynchronous handoffs between different AI models working on the same codebase.
    Last updated
    2
    24
    5
    MIT

  • squad-mcp

    ggemba
    A
    license
    A
    quality
    B
    maintenance
    Exposes the squad-dev workflow as deterministic MCP tools, enabling task classification, risk scoring, specialist reviewer selection, and advisory verdict consolidation for code changes.
    Last updated
    27
    23
    4
    Apache 2.0

  • Formath MCP

    yutayamamoto
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    license
    B
    quality
    -
    maintenance
    Enables extraction of mathematical content from TeX papers and conversion to Lean code through a structured intermediate representation. Supports project scaffolding, entity management, and task tracking for mathematical formalization workflows.
    Last updated
    14

  • Claude Code Prompt Engineer

    gr3enarr0w
    A
    license
    B
    quality
    D
    maintenance
    Intelligently engineers and optimizes prompts for Claude Code with automatic language detection, task type recognition, and interactive refinement capabilities. Works entirely offline without external API dependencies to transform natural language requests into structured, Claude Code-optimized prompts.
    Last updated
    4
    12
    MIT

  • MCP Local LLM Server

    rodhayl
    A
    license
    C
    quality
    D
    maintenance
    A privacy-first MCP server that provides local LLM-enhanced tools for code analysis, security scanning, and automated task execution using backends like Ollama and LM Studio. It enables symbol-aware code reviews and workspace exploration while ensuring that all code and analysis remain strictly on your local machine.
    Last updated
    36
    ISC

  • Gemini MCP

    emmron
    A
    license
    C
    quality
    D
    maintenance
    An AI-powered Model Context Protocol server for Claude Code that provides code intelligence tools including codebase analysis, task management, component generation, and deployment configuration.
    Last updated
    23
    16
    GPL 3.0

  • askme-mcp

    sughosh-pocketfm
    A
    license
    -
    quality
    A
    maintenance
    Hybrid MCP server combining Graphify's structural code graphs with Understand-Anything's semantic knowledge bases for code analysis, offering tools for querying code structure, semantic explanations, and hybrid operations like trace and ask.
    Last updated
    MIT

  • SnapBack

    Hiverwin
    A
    license
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    quality
    C
    maintenance
    Enables local-first task contract generation and drift/sludge guard checks for coding tasks, with CLI and VS Code extension support.
    Last updated
    22
    MIT

  • Wise Mise MCP

    delorenj
    A
    license
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    quality
    D
    maintenance
    AI-powered MCP server that analyzes project structures to create optimized task architectures for mise, enabling intelligent task management, dependency mapping, and automated task suggestions.
    Last updated
    MIT

  • all-agents-mcp

    Dokkabei97
    A
    license
    -
    quality
    F
    maintenance
    Enables orchestrating multiple AI CLI agents (Claude Code, Codex, Gemini CLI, Copilot CLI) through a unified MCP interface for task delegation, cross-agent comparison, and specialized tools like code review and debugging.
    Last updated
    10
    14
    MIT

  • context-ops-mcp

    tornidomaroc-web
    A
    license
    -
    quality
    B
    maintenance
    Gives your AI coding agent a bounded map of an unfamiliar TypeScript SaaS repo: where the code lives, what's risky to touch, and where the money / auth / user flows are. Provides eight MCP tools for orientation, task focus, risk assessment, and SaaS-specific observations without AST or type checking.
    Last updated
    3
    MIT