product-management MCP servers & tools

Codebeamer ALM integration for managing work items, trackers, and projects. Provides 17 tools for reading and writing items, associations, references, comments, and risk management data via Codebeamer REST API v3.

Stateless Redmine MCP server. Credentials are passed per-request via HTTP headers and never stored on the server. Supports listing/creating/updating issues, full-text search across subjects, descriptions and comments, and editing journals (Redmine 5.0+). Deployable on RHEL (systemd) or Docker.

Orbit lets agents read and manage issues, sprints, projects, docs and files with workspace-bound, revocable OAuth grants. Apache-2.0 source; self-hosting is Preview. Hosted MCP: https://orbit.noveum.ai/mcp. Official registry: io.github.Noveum/orbit.

Reviews a plan for what's missing — unstated assumptions, omitted technical risks, and execution blind spots (a structured pre-mortem). pip install road-poneglyph-mcp

Pre-backlog idea management with decision tracking, signals, and RICE scoring.

Software estimation server for AI agents: PERT, COCOMO II, Monte Carlo, sprint forecasting, token-to-time and cost mapping, and schedule-risk tools.

Manage feature requests, votes, roadmaps, and changelogs from any MCP client.

Product management over a shared product spine: link customer feedback and insights to features, tasks, sprints, releases and objectives; weekly signal memo; roadmap-drift detection; customer 360, funnel, path, retention, NPS and NRR analytics; artifact versioning and identity resolution. 38 tools, hosted remote server with OAuth 2.1 (DCR + PKCE).

Search, read, create and update Redmine issues, projects and time entries from any MCP client. 12 tools with MCP safety annotations: full-text search, issue journals with attachments, comments and time tracking. npx -y redmine-mcp-stdio

BrainGrid MCP is the Product Management Agent that writes your specs, plans your features, and creates engineering-grade tasks your coding tools can build reliably.

Polarion ALM integration with 24 read/write tools for documents, work items, traceability links, and comments. Renders documents as Markdown, searches with Lucene or SQL, walks incoming/outgoing links, and creates/updates/reorganizes work items. Every write tool supports dryrun with pre-write field, enum, and link-target validation. Requires Polarion 2506+. uvx mcp-server-polarion.

Turns pinned visual product feedback into an actionable backlog: list comments, read one with its target element's HTML, computed styles and screenshot, and update its status. Powers the Loupe SDK, browser extension, and loupekit/laravel package. Install @loupekit/mcp (binary loupe-mcp).

A Jira-like project tracker for AI agents with full hierarchy (Projects > Epics > Tasks > Subtasks), task dependencies with auto-block/unblock, threaded comments, reusable templates, activity logging, and a natural language dashboard. SQLite-backed, 31 tools.

Integrates with Linear project management system

MCP server exposing the full Procore REST API (2,636 endpoints) for construction project management. Includes 7 discovery and execution tools covering projects, RFIs, submittals, daily logs, budgets, and more. Single-user OAuth with auto-refresh.

Shortcut project management. Create, update, search stories and manage workflows.

Connect AI assistants to BugSmash to create visual review projects, manage versions, and resolve feedback. The hosted MCP server uses OAuth.

MCP server for Huly project management. Query issues, create and update tasks, manage labels and priorities.

Triangulates HelpScout support tickets and ProductLift feature requests to generate prioritized product plans. Scores themes by convergence (same signal in both sources = 2x boost), scrubs PII, and accepts business metrics from other MCP servers via kpicontext for composable prioritization.

Framedeck is a Kanban content production manager for YouTube, Instagram, TikTok and Podcast creators. 32 tools for managing productions, stages, frames (cards), checklists, comments, and labels. Ideas land in an Idea Pool and graduate into full productions with stages (Idea → Scripting → Filming → Editing → Published). All tools ship with MCP safety annotations. npx framedeck-mcp

Query ProductPlan roadmaps. Access OKRs, ideas, launches, and timeline data.

205 professional Agent Skills — searchable & fetchable over MCP as tools, prompts & resources.

MCP server for P4 Plan — tasks, sprints, bugs, comments, custom fields via GraphQL API.

MCP server that gives AI agents structured read/write access to a story-based project backlog. Agents can list stories, read content, update status, and append notes — all backed by plain markdown files versioned in your repository.

This MCP Server will help you to manage projects and issues through Plane's API

Decision intelligence MCP server with signal aggregation, RICE scoring, and decision audit trails. Captures product feedback from Slack, Teams, Discord, and GitHub.

Cookie consent for GDPR/CCPA: scan sites for trackers, configure consent banners, get install code.

Ship24 tracking API as MCP tools: manage trackers, fetch results, list couriers.

Set up GDPR and CCPA cookie consent: create a site, publish a banner, scan and categorize trackers.

Cloud MCP server for Dynamics 365 F&O developers. 40+ AI tools via HTTPS.

Search, read and update Aha.io ideas, features, epics, releases, goals and comments

18 AI product-management robots for market research, financials, and execution specs. No API keys

Flik MCP server: manage projects, stories, and bugs. API key from flik.nomadis.com.

qcqx-project-manage MCP Server — 将项目管理能力暴露给 AI Agent（Cursor、Claude Desktop 等）

Project tracker for AI agents: roadmap, periods, tasks and a validation gate, in one SQLite file

Your AI Product Manager. Surface insights, build roadmaps, and plan strategy with 30+ tools.

Turn prototype feedback into product decisions that your whole team can trace.

Product context for AI agents: evidence, opportunities, initiatives, and decisions.

Agent-complete, permission-scoped product operations for Priorify workspaces.

Live Entalpa requirements, stories, stakeholders, interfaces, and project traceability.

Manage tasks, sprints, projects, and wiki pages in your Ithura workspace.

Connect your AI assistant to Produktly. Read changelogs, feedback responses, and roadmap items.

Manage customer feedback, roadmap, changelog, and surveys in your Sleekplan workspace.

User story map + kanban with a live browser UI; AI agents and humans plan the same backlog via MCP.

Unofficial MCP tool surface for GS1 Belgium & Luxembourg's My Product Manager Download API (v17).

Agent accountability for product teams: specs, evidence, and ship readiness over MCP.

Opinionated sprint tracker. Read/update tickets, sprints, velocity from Claude/Cursor/Zed.

Bootstrap Linear projects from natural language — milestones, epics, issues, and dependencies.

Per-env roadmap board for WithVibe — an MCP server the orchestrator drives to plan and track work.

A free, no-auth remote MCP server that gives AI agents a step by step product launch checklist for SaaS, mobile apps, AI tools, browser extensions, open source and developer tools. Tools: list_launch_types returns the supported launch types; get_checklist returns the checklist filtered to a launch type, phase by phase from pre-launch to the first month after; get_item returns one item with why it matters and when you can skip it. No account or API key needed, and every tool is free.

Customer feedback for your AI assistant: read CSAT, NPS and CES scores, search survey responses, explore AI themes with bugs, feature requests and emotions, create surveys and import feedback. Remote server at https://feedback.tools/mcp with OAuth sign-in.