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"Indexing a codebase for accessible contextual queries" matching MCP servers:

  • 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
    31
    1
    MIT

  • Azure DevOps MCP Server

    allanbrunobr
    A
    license
    B
    quality
    D
    maintenance
    Enables management of Azure DevOps work items including Epics, Features, User Stories, Tasks, and Bugs through natural language. Supports CRUD operations, WIQL queries, work item relationships, and retrieval of project metadata such as iterations and area paths.
    45
    868
    MIT
  • featurejet-mcp by featurejet

    featurejet-mcpofficial

    featurejet
    A
    license
    -
    quality
    C
    maintenance
    Official MCP server for FeatureJet, enabling agents to read and act on customer feedback boards: list/search posts, file feature requests, and pull top-voted planned items.
    MIT
  • Sunex Optics MCP Server by Sunex-AI

    Sunex Optics MCP Serverofficial

    Sunex-AI
    A
    license
    -
    quality
    D
    maintenance
    Enables AI assistants to search Sunex's lens and imager catalog using natural language queries. It provides tools for finding compatible lenses, sensor specifications, and product details through a public Model Context Protocol server.
    MIT

  • tokei-agent

    gilesdawe
    A
    license
    -
    quality
    B
    maintenance
    MCP server for managing Tokei pre-launch and waitlist campaigns, wrapping the Tokei v1 REST API. Enables querying pages, stats, leaderboards, signups, and performing write operations like cloning pages and uploading media through natural language.
    512
    MIT

  • Storymapper

    TomAtAP
    A
    license
    -
    quality
    B
    maintenance
    A User Story Map and Kanban board that a human and an AI coding agent plan together in real time via MCP, with live bidirectional sync and governance enforcement.
    52
    1
    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

  • Proof MCP

    ToremLabs
    A
    license
    -
    quality
    C
    maintenance
    An MCP server that exposes a Proof workspace to MCP clients, enabling tools for reading/writing concepts, managing ideas and projects, running ideation operators, and more, with live sync and headless authentication.
    466
    AGPL 3.0

  • 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

  • AutoPM

    fluidumber
    A
    license
    -
    quality
    A
    maintenance
    Transforms raw business ideas into complete product strategies by orchestrating a specialized AI team for market research, competitive analysis, persona building, and financial modeling, culminating in a pitch-ready presentation.
    396
    1
    Mozilla Public 2.0

  • guanling

    fateLiang
    A
    license
    -
    quality
    B
    maintenance
    A task-management MCP server that enforces strict gates on task states, WIP limits, and closing reasons, refusing operations that would leave the list ambiguous or rotting.
    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

  • jira-mcp-server

    Hopcos
    A
    license
    -
    quality
    B
    maintenance
    A production-ready MCP server enabling AI assistants to interact with Jira projects, issues, sprints, users, attachments, and worklogs via natural language, with support for both local stdio and remote HTTP transports, dual authentication methods, and enterprise-grade security controls.
    2
    Apache 2.0
  • tuck-it by tuck-it

    tuck-itofficial

    tuck-it
    F
    license
    -
    quality
    B
    maintenance
    A single source of truth for a product's state, roadmap, and deferred work, read and written equally by you and your AI agent via web dashboard and MCP.

  • 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