mnemox-ai

mnemox-ai / idea-reality-mcp

Public

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

ai developer-tools github hackernews mcp
275
23
100% credibility
Found Feb 27, 2026 at 188 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Python
AI Summary

A tool that scans online sources like code sites and forums to check if a software idea already exists, giving a score, similar projects, and pivot suggestions.

How It Works

1
💡 Dream up a project idea

You get excited about a new app or tool and wonder if it already exists somewhere.

2
🔍 Discover the idea checker

You find this simple tool that quickly scans the web for similar projects.

3
🌐 Try it right in your browser

Just visit the website, type your idea in plain words, and hit go—no setup needed.

4
✨ See your reality score instantly

Seconds later, you get a clear score out of 100, a list of look-alikes, and fresh ideas to tweak yours.

5
Decide your path forward
🚀
Build with confidence

Low score means go for it—your idea is unique!

🔄
Pivot using suggestions

High score? Use the hints to make your idea stand out.

6
🤖 Link to your AI buddy

Connect it to your AI helper so it checks ideas automatically during chats.

🎉 Build smarter, save weeks

You skip duplicates, focus on what matters, and launch faster with real insights.

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Star Growth

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AI-Generated Review

What is idea-reality-mcp?

idea-reality-mcp is a Python MCP tool that runs a pre-build reality check on your coding idea by scanning GitHub, HN, npm, PyPI, and Product Hunt. It spits out a 0-100 reality signal, lists top similar projects with stars/downloads, and suggests pivots—all in seconds via CLI (`uvx idea-reality-mcp`) or web at mnemox.ai/check. Devs use it to avoid duplicating existing work before agents start generating code.

Why is it gaining traction?

It hooks developers by integrating seamlessly into AI agent workflows like Claude Desktop or Cursor, letting agents call `idea_check` automatically on ideas. Quick mode hits GitHub + HN fast; deep mode adds npm, PyPI, and Product Hunt for comprehensive supply checks with evidence and duplicate likelihood. No fluff—just actionable intel that saves sprint time.

Who should use this?

Side project hackers validating "Figma-to-React CLI" ideas before building. AI coding agent builders embedding reality checks into prompts. Engineering leads running build-or-buy scans on PRs for error trackers or feature flags.

Verdict

Grab it for agent-driven ideation—154 stars and v0.3.1 show early promise with excellent docs and PyPI install, despite 1.0% credibility score signaling room for broader adoption. Solid for quick checks, but pair with manual validation until v1.0.

(198 words)

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