idea-reality-mcp MCP Server
mnemox-ai/idea-reality-mcp
Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
mnemox-ai/idea-reality-mcp is a Python MCP server licensed under MIT. Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars. Topics: developer-tools, mcp, ai-agents, github-api, idea-validation, market-research, mcp-server.
Ranked #80 out of 27488 indexed tools.
In the top 1% of all indexed tools.
Actively maintained with commits in the last week.
Ecosystem
Score Breakdown
432 stars → growing community
Last commit 1d ago → actively maintained
1/1 issues closed → responsive maintainer
3 contributors → small team
No dependents → no downstream usage
430 weekly installs → early adoption
Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →
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From the README
English | [繁體中文](docs/zh/README.zh-TW.md)
# idea-reality-mcp
**How to check if someone already built your app idea — automatically.**
idea-reality-mcp is an MCP server that scans GitHub, npm, PyPI, Hacker News, Product Hunt, and Stack Overflow to check if your startup idea already exists. It returns a 0–100 reality score with evidence, trend detection, and pivot suggestions — so your AI agent can decide whether to build, pivot, or kill the idea before writing any code.
**When to use this:** You're about to start a new project and want to know if similar tools already exist, how competitive the space is, and whether the market is growing or declining.
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<a href="cursor://anysphere.cursor-deeplink/mcp/install?name=idea-reality&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22idea-reality-mcp%22%5D%7D">
</a>
</p>
## How it works
1. **Describe your idea** in plain English — e.g. "a CLI tool that converts Figma designs to React components"
2. **idea_ Read full README on GitHub → Get the weekly AgentRank digest
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