A
licenseA
qualityB
maintenancePre-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.
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"A search for general information" matching MCP servers:
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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.MIT- Alicense-qualityBmaintenanceRemote MCP server for Pruva, enabling AI assistants to manage products, features, and documents over HTTPS with OAuth authentication.MIT
Feedback MCPofficial
Alicense-qualityAmaintenanceCollect and analyze user feedback from any app via a single API endpoint, with MCP tools for listing, searching, and stats.1MIT
Outset MCPofficial
Alicense-qualityCmaintenanceConnects AI agents to the Outset research platform for creating studies, managing recruitment, and querying results via the Model Context Protocol.MIT
Sunex Optics MCP Serverofficial
Alicense-qualityDmaintenanceEnables 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- Alicense-qualityBmaintenanceA 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.441Apache 2.0
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Jumpsellerofficial
Flicense-qualityDmaintenanceManage your Jumpseller e-commerce store with AI. Create products with variants, process orders, search customers, and organize your catalog.1- Alicense-qualityAmaintenanceTransforms 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.3961Mozilla Public 2.0
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- Alicense-qualityBmaintenanceMCP 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.1MIT
