mnemox-ai/idea-reality-mcp
Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI & Product Hunt — returns a 0-100 reality signal. MCP tool. Try: mnemox.ai/check
This tool helps startup founders and product managers automatically check if their app idea already exists and how competitive the market is. You provide a natural-language description of your idea, and it scans popular developer and product platforms. It then outputs a 'reality score' from 0-100, competitor details, market trends, and pivot suggestions. It's designed for anyone launching a new project who needs quick market validation.
311 stars. Available on PyPI.
Use this if you are developing a new application or feature and want to quickly assess market saturation, competitive landscape, and market momentum before investing significant time in development.
Not ideal if you need an in-depth, human-driven market research report with detailed user interviews or extensive competitive analysis beyond public digital footprints.
Stars
311
Forks
27
Language
Python
License
MIT
Category
Last pushed
Mar 11, 2026
Commits (30d)
0
Dependencies
2
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