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"Connecting external data sources for contextual LLM calls" matching MCP servers:

  • Jira Data Center MCP Server

    ccampora
    F
    license
    A
    quality
    B
    maintenance
    MCP server that connects to Jira Data Center, enabling issue search, retrieval, creation, comments, workflow transitions, project listing, arbitrary JQL, and turning meeting notes into structured Jira stories, tasks, and bugs.
    13

  • Taiga MCP Server

    negoro26
    A
    license
    A
    quality
    A
    maintenance
    MCP server for Taiga project management, enabling LLM clients to inspect and manage projects, work items, sprints, comments, attachments, and wiki pages via 6 op-dispatching tools.
    6
    MIT

  • 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

  • G2 Product Analytics MCP

    maevelynz
    A
    license
    B
    quality
    C
    maintenance
    Provides a governed analytics layer over synthetic product data, exposing MCP tools for investigating product metrics, slicing by dimensions, and comparing periods while preventing unrestricted SQL access.
    6
    MIT
  • featurejet-mcp by featurejet

    featurejet-mcpofficial

    featurejet
    A
    license
    Not graded
    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

  • pm-copilot

    dkships
    A
    license
    Not graded
    quality
    A
    maintenance
    Product management copilot that connects Claude to HelpScout support tickets and ProductLift feature requests. Synthesizes customer feedback across sources, scores themes by convergence, and generates prioritized product plans.
    27
    MIT

  • tokei-agent

    gilesdawe
    A
    license
    Not graded
    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.
    313
    MIT

  • elm-mcp v2

    brettscharm
    A
    license
    Not graded
    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

  • AutoPM

    fluidumber
    A
    license
    Not graded
    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.
    404
    1
    Mozilla Public 2.0

  • HyperXosist Agent

    KG-NINJA
    A
    license
    Not graded
    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
    Not graded
    quality
    C
    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

  • aha-mcp

    cedricziel
    A
    license
    Not graded
    quality
    A
    maintenance
    Integrates with Aha.io product management platform, enabling offline data synchronization, semantic search, and workflow automation via natural language.
    1,207
    6
    MIT

  • simpson-strong-agent

    srotzin
    A
    license
    Not graded
    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

  • prioritization

    aurelijusb
    A
    license
    Not graded
    quality
    B
    maintenance
    An MCP server that provides a drag-and-drop UI for prioritizing list items, allowing users to reorder items interactively and send the prioritized list back to the chat. It supports MCP Apps UI rendering and falls back to text instructions for hosts without UI support.
    MIT