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.
1
775
MIT
72,476 servers. Updated
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"Product Hunt" matching MCP servers:
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- Alicense-qualityDmaintenanceA production-ready MCP server that provides comprehensive dbt project quality assessment for any GitHub repository, enabling AI agents to analyze dbt models, check metadata coverage, and map data lineage.9MIT
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- Flicense-qualityDmaintenanceA FastMCP server providing tools to manage and query a product database stored in a JSON format. It enables users to perform operations such as filtering products by category and retrieving product data through a LangGraph agent interface.
- Flicense-qualityCmaintenanceProvides AI agents with 6 tools for searching Hugging Face models, GitHub trending repos, analyzing GitHub repositories, fetching dev.to articles, Show HN launches, and Product Hunt daily launches. Built for dev tooling research and AI ecosystem analysis.
- Flicense-qualityDmaintenanceA comprehensive Model Context Protocol (MCP) server for product inventory management with PostgreSQL database backend, enabling natural language queries for product information across multiple AI platforms.
- -license-quality-maintenanceEnables AI agents to track and manage product development projects through structured 7-phase lifecycles with sprint tracking, role-based collaboration, and multi-project support. Provides phase management, progress tracking, and team coordination tools for complete product development workflows.
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- AlicenseAqualityCmaintenanceGenerate Schema.org JSON-LD markup for 12 types including Person, Product, and FAQ.8MIT