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maintenanceInline review comments for markdown specs and design docs. Agents request human review mid-task via MCP and pause until you send feedback.
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"Memory systems for AI agents" matching MCP servers:
- AlicenseAqualityCmaintenanceWraps the Hertwill dropshipping API to let AI agents discover products, evaluate margins, manage import lists, and sync to Shopify/WooCommerce via natural language.Last updated111655MIT
- AlicenseAqualityCmaintenanceFeedback collection for AI agents. Create surveys from JSON schema, collect responses from groups of people, and retrieve structured results.Last updated51MIT
- AlicenseAqualityBmaintenancePre-build reality check for AI coding agents. Scans GitHub, Hacker News, npm, PyPI & Product Hunt in parallel — returns a 0-100 reality signal with real competitor data.Last updated1767MIT
- AlicenseAqualityBmaintenanceMCP server for ProductPlan - enables AI assistants to interact with roadmaps, OKRs, and discovery features.Last updated473MIT
- AlicenseAqualityDmaintenanceMCP server for AI agents providing 300 curated Japanese home & lifestyle products across 31 categories. Features mm-precision dimension search, related-item chains (1 product → 3-5 accessories), shelf+storage coordination, and Rakuten/Amazon affiliate links.Last updated15101MIT
- AlicenseAqualityBmaintenanceGenerate 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 updated2326MIT
- AlicenseAqualityAmaintenanceMCP server for reading public Featurebase feedback boards, enabling agents to query user feedback, posts, comments, and statistics.Last updated7437MIT
- AlicenseCqualityDmaintenanceRun real user interviews from AI agents and retrieve structured insights with themes and verbatim quotes.Last updated535MIT
- Alicense-qualityBmaintenanceMCP server for IDEA Base — AI-powered project management. Manage projects, tasks, and time tracking directly from Claude Code, Cursor, or any MCP-compatible AI tool.Last updated20MIT
featurejet-mcpofficial
Alicense-qualityCmaintenanceOfficial 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.Last updatedMIT- Alicense-qualityBmaintenanceRemote MCP server for Pruva, enabling AI assistants to manage products, features, and documents over HTTPS with OAuth authentication.Last updatedMIT
- Alicense-qualityDmaintenanceEnables AI assistants to interact with the Userology UX research platform for creating and managing studies, interview guides, analytics, and more.Last updatedMIT
Outset MCPofficial
Alicense-qualityCmaintenanceConnects AI agents to the Outset research platform for creating studies, managing recruitment, and querying results via the Model Context Protocol.Last updatedMIT
Sunex Optics MCP Serverofficial
Alicense-qualityCmaintenanceEnables 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.Last updatedMIT
featurepulse-mcpofficial
Alicense-qualityCmaintenanceA 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 updated2MIT- Alicense-qualityBmaintenanceEnables founders to evaluate startup ideas with evidence-calibrated reports, manage portfolios, and access evaluation history through natural language.Last updatedApache 2.0
- Alicense-qualityAmaintenanceA 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 updatedMIT
- Alicense-qualityAmaintenancePublic MCP server for agent-created, human-friendly, short-lived surveys. Enables agents to ask structured questions and retrieve answers.Last updated2MIT
Jumpsellerofficial
Flicense-qualityDmaintenanceManage your Jumpseller e-commerce store with AI. Create products with variants, process orders, search customers, and organize your catalog.Last updated1
