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---
title: "idea-reality-mcp"
type: entity
tags: []
last_updated: 2026-04-22
---
## Overview
基于 [[MCPModel Context Protocol]] 的竞争分析 MCP 服务器,在 AI 项目启动前扫描 GitHub、Hacker News、npm、PyPI、Product Hunt 五个真实数据源,返回 `reality_signal` 分数0-100评估赛道拥挤度并提供竞品信息和转向建议。
## Type
产品 / MCP Server
## Installation
```bash
uvx idea-reality-mcp
```
## Configuration (OpenClaw)
```json
{
"mcpServers": {
"idea-reality": {
"command": "uvx",
"args": ["idea-reality-mcp"]
}
}
}
```
## API: `idea_check()`
输入:项目想法描述(字符串)
输出:
- `reality_signal`0-100 拥挤度评分
- `top_competitors`:竞品列表(含 stars、描述
- `pivot_hints`:转向建议
## Usage Rules (OpenClaw Instructions)
```
Before starting any new project, feature, or tool, always run idea_check first.
Rules:
- If reality_signal > 70: STOP. Report top 3 competitors with star counts.
Ask if I want to proceed, pivot, or abandon.
- If reality_signal 30-70: Show results and pivot_hints.
Suggest a niche angle that existing projects don't cover.
- If reality_signal < 30: Proceed to build.
Mention that the space is open.
- Always show the reality_signal score and top competitors before writing any code.
```
## Data Sources
- GitHub仓库数量、Star 分布)
- Hacker News讨论热度
- npmNode.js 包生态)
- PyPIPython 包生态)
- Product Hunt早期产品关注度
## Related
- [[Pre-Build Validation]]
- [[Competition-Analysis]]
- [[MCPModel Context Protocol]]
- [[OpenClaw]]
- [GitHub](https://github.com/mnemox-ai/idea-reality-mcp)
- [PyPI](https://pypi.org/project/idea-reality-mcp/)
- [Web Demo](https://mnemox.ai/check)