"Creating a Memory Database for LLM Chat Conversations" matching MCP servers:

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  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.

  Last updated 2026-06-14

  23

  26

  MIT

• shortcut-mcp

  idyll

  A

  license

  B

  quality

  D

  maintenance

  MCP server for interacting with Shortcut (project management) directly from Claude, enabling viewing, searching, and creating stories, epics, and objectives with safe read-only and create operations.

  Last updated 2025-03-05

  18

  MIT
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  Feedback MCPofficial

  Parra-Inc

  A

  license

  -

  quality

  A

  maintenance

  Collect and analyze user feedback from any app via a single API endpoint, with MCP tools for listing, searching, and stats.

  Last updated 2026-07-21

  1

  MIT
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  Userology MCP Serverofficial

  Userology-Inc

  A

  license

  -

  quality

  D

  maintenance

  Enables AI assistants to interact with the Userology UX research platform for creating and managing studies, interview guides, analytics, and more.

  Last updated 2026-04-07

  MIT
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  featurepulse-mcpofficial

  featurepulse

  A

  license

  -

  quality

  C

  maintenance

  A Model Context Protocol server for FeaturePulse feedback management, enabling AI assistants to query feature requests, analyze MRR impact, and manage product roadmaps through natural language.

  Last updated 2026-02-23

  2

  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.

  Last updated 2026-07-20

  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.

  Last updated 2026-06-24

  MIT

• impact-mcp

  shashwatgtm

  A

  license

  -

  quality

  D

  maintenance

  A hypothesis-driven B2B positioning engine with 8 tools for strategic positioning, competitive analysis, and go-to-market messaging.

  Last updated 2026-01-17

  13

  MIT

• plane-ce-mcp

  Bl4nk44

  A

  license

  -

  quality

  A

  maintenance

  Unofficial MCP server for self-hosted Plane Community Edition, enabling project management tasks like managing work items, cycles, modules, and initiatives via natural language.

  Last updated 2026-07-18

  1

  MIT
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  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.

  Last updated 2026-07-26

• Canny MCP Server

  opensourceops

  A

  license

  -

  quality

  C

  maintenance

  A Model Context Protocol (MCP) server for Canny feedback management. Enables managing customer feedback, prioritizing features, and streamlining product development through natural language.

  Last updated 2026-02-20

  161

  11

  Apache 2.0

• craft-gtm-mcp

  shashwatgtm

  A

  license

  -

  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.

  Last updated 2026-01-16

  7

  MIT

• StreamShortcut MCP Server

  stayce

  A

  license

  -

  quality

  D

  maintenance

  A lightweight MCP server for Shortcut (formerly Clubhouse) that provides 10 actions like search, get, update, comment, create, etc., with a minimal token footprint.

  Last updated 2026-01-21

  2

  MIT

• Posthog Universal MCP Server

  universal-mcp

  A

  license

  -

  quality

  D

  maintenance

  Enables interaction with Posthog through a standardized MCP interface, providing access to Posthog's tools and services for analytics and product management.

  Last updated 2025-06-14

  MIT

• Trello MCP Server

  GabrielRamirez

  A

  license

  -

  quality

  D

  maintenance

  A Model Context Protocol (MCP) server that connects Trello to Claude Code. Manage your boards, lists, cards, checklists, and more — all through natural language.

  Last updated 2026-03-10

  22

  1

  MIT

• Timers Studio MCP Server

  bouamargemini-droid

  A

  license

  -

  quality

  C

  maintenance

  Enables LLM clients to answer prospect questions about Timers Studio, a professional broadcast timer platform, with first-party data on competitive positioning, use cases, personas, and recommended plans.

  Last updated 2026-05-02

  MIT

• jama-mcp-server

  t-j-thomas

  A

  license

  -

  quality

  D

  maintenance

  Read-only MCP server that allows interaction with a Jama Connect instance via tools, wrapping the official py-jama-rest-client library.

  Last updated 2025-04-15

  18

  MIT

• forecast-mcp

  OwnOptic

  A

  license

  -

  quality

  C

  maintenance

  A Model Context Protocol server that provides Monte Carlo forecasting tools for project duration, cost, completion dates, and sensitivity analysis using three-point estimates and historical throughput.

  Last updated 2026-07-13

  MIT

• feedback-mcp

  hasna

  A

  license

  -

  quality

  A

  maintenance

  MCP server for Open Feedback, enabling AI assistants to submit, list, get, update status of, and analyze product feedback via a local HTTP API and JSONL storage.

  Last updated 2026-07-07

  909

  Apache 2.0

• DevPulse PM Agent

  KZ-2022

  F

  license

  -

  quality

  C

  maintenance

  Enables prioritization of backlog items, analysis of customer feedback, capacity assessment, and dependency mapping for product management.

  Last updated 2026-07-10