idea-reality-mcp MCP Server
mnemox-ai/idea-reality-mcp
[](https://agentrank-ai.com/tool/mnemox-ai--idea-reality-mcp/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) 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 #7729 out of 24846 indexed tools.
Ecosystem
Score Breakdown
822 stars → growing community
Last commit 1mo ago → moderate activity
1/5 issues closed → many open issues
3 contributors → small team
No dependents → no downstream usage
58 weekly installs → early adoption
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
How to Improve
Matched Queries
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, 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. > **Project status (August 2026):** Maintenance mode. The tool works, stays free & open source, and the hosted API remains up; bug reports are reviewed, but no new features are planned. > **Not just checking — building it?** After a reality check, open your idea as a public project on **[AngelRun](https://angelrun.vercel.app/new?utm_source=idea-reRead full README on GitHub →
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