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"Python code quality improvement and codebase diagram generation tools" matching MCP servers:

  • PM Context MCP Server

    jackhendon
    F
    license
    A
    quality
    D
    maintenance
    A Python MCP server that gives Claude access to PM workflow data such as sprints, roadmap, blockers, and workload, using synthetic fixture data (no API keys required) and can be forked for real Linear/Jira integration.
    7

  • @trigvale/mcp

    sydacos-development
    A
    license
    A
    quality
    C
    maintenance
    Validates startup ideas with a deterministic scorecard, evidence brief, and verdict before code is written, integrating with MCP-aware build agents to avoid building dead-on-arrival products.
    1
    7
    MIT

  • craft-gtm-mcp

    shashwatgtm
    A
    license
    A
    quality
    C
    maintenance
    8 strategic GTM execution tools for founders, CMOs, and strategy leaders covering PMF assessment, launch planning, customer research, retention, partner programs, crisis management, and competitive intelligence.
    8
    48
    MIT

  • loupe-mcp

    mohamed-ashraf-elsaed
    A
    license
    A
    quality
    A
    maintenance
    Turns product feedback pinned to a live UI into an actionable backlog for Claude Code — list comments, open one with its target element's HTML, computed styles and screenshot, and update its status.
    3
    52,100,476
    1
    MIT
  • AINative PRD Generator MCP Server by AINative-Studio

    AINative PRD Generator MCPofficial

    AINative-Studio
    A
    license
    A
    quality
    B
    maintenance
    Generate production-ready Product Requirement Documents with full AINative platform awareness and persistent memory. Enables AI agents to create, validate, and manage PRDs using ZeroDB for cross-session storage and 18 tools including generation, templates, validation, and semantic search.
    23
    250
    MIT

  • impact-mcp

    shashwatgtm
    A
    license
    A
    quality
    D
    maintenance
    A hypothesis-driven B2B positioning engine with 8 tools for strategic positioning, competitive analysis, and go-to-market messaging.
    8
    36
    1
    MIT

  • Commerce-MCP

    sinmb79
    A
    license
    D
    quality
    D
    maintenance
    Enables natural-language control of e-commerce operations including product management, order processing, inventory tracking, customer service, content generation, and advertising analytics through 15 integrated MCP tools. Provides a local-first commerce automation solution with SQLite storage and extensible channel adapters for end-to-end online store workflows.
    15
    3
    MIT
  • goaltree by GOAL-T

    goaltreeofficial

    GOAL-T
    A
    license
    -
    quality
    B
    maintenance
    MCP server for GoalT, a multi-parent value-propagating goal graph. It enables building and querying goal trees, listing priorities, and opening a live dashboard that highlights the active goal during Claude Code sessions.
    Apache 2.0

  • elm-mcp v2

    brettscharm
    A
    license
    -
    quality
    A
    maintenance
    A federated MCP server that combines IBM's engineering-ai-hub tools with its own authoring and orchestration tools for IBM ELM, enabling AI hosts to manage requirements, models, and compliance through a single interface.
    MIT

  • weft-mcp

    AndreiFinogeev
    A
    license
    -
    quality
    C
    maintenance
    Official MCP server for Weft, an agent-first Scrumban task manager. Gives AI agents 24 tools to manage tasks, sprints, and projects on your board, with OAuth 2.1 authentication and a hosted remote endpoint.
    MIT

  • HyperXosist Agent

    KG-NINJA
    A
    license
    -
    quality
    B
    maintenance
    MCP server for noise-reduced X (Twitter) search planning and Feedback-to-Fix engineering handoffs. Enables AI agents to generate structured search plans, filter signals, and build handoff packages via MCP tools.
    1
    MIT

  • simpson-strong-agent

    srotzin
    A
    license
    -
    quality
    D
    maintenance
    Headless MCP server for Simpson Strong-Tie product data. Provides AI agents with structural connector lookups, load calculations, code compliance verification, and engineering specifications.
    MIT