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idea-reality-mcp MCP Server

mnemox-ai/idea-reality-mcp

Score: 57.1 ↓ 23.7% Rank #7729 MCP Server
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Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.

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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

Python MIT 58 pypi/wk
developer-toolsmcpai-agentsgithub-apiidea-validationmarket-researchmcp-server

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 822

822 stars → growing community

Freshness 25% 1mo ago

Last commit 1mo ago → moderate activity

Issue Health 25% 20%

1/5 issues closed → many open issues

Contributors 10% 3

3 contributors → small team

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads 13% 58/wk

58 weekly installs → early adoption

Forks 89
Description Good
License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

Freshness high impact

Last commit was 54 days ago — a recent commit would boost your freshness score

Issue Health high impact

You have 4 open vs 1 closed issues — triaging stale issues improves health

Install in your agent

claude mcp add idea-reality-mcp -- uvx idea-reality-mcp
codex mcp add idea-reality-mcp -- uvx idea-reality-mcp
{"mcpServers":{"idea-reality-mcp":{"command":"uvx","args":["idea-reality-mcp"]}}}
hermes mcp add idea-reality-mcp --command uvx --args idea-reality-mcp

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Matched Queries

"mcp server""mcp-server"topic:mcptopic:mcp-server

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-re
Read full README on GitHub →

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