# ToolScout Software Recommendation

**Category:** 💻 Developer Tools  
**Repository:** https://github.com/pcaiano/toolscout  
**Views:** 0  
**Installs:** 0  
**Upvotes:** 0  
**Directory Page:** https://allmcps.com/mcp/toolscout-software-recommendation

## Description
Deterministic ToolScout software recommendations; affiliate relationships do not affect ranking.

## Claude Desktop Quick Installation
Heuristic fallback — verify the package name and runner against the repository README before running it. Uses `npx` (confidence: low):

```json
"mcpServers": {
  "toolscout-software-recommendation": {
    "command": "npx",
    "args": ["-y","toolscout-software-recommendation"]
  }
}
```

## Documentation & README

# ToolScout

**Find the right AI & software tool for the job.**

ToolScout is a lightweight recommendation engine designed to help people choose software and AI tools based on their actual needs — not generic rankings.

## MVP

- Interactive recommendation flow
- Curated tool database
- Deterministic scoring engine
- Affiliate-ready outbound links
- SEO-friendly tool pages
- No paid infrastructure required for the initial MVP

## Principles

- Recommendations should be useful before they are monetized.
- Pricing/features must be traceable to a source and verification date.
- Never invent product capabilities, pricing, reviews, or affiliate relationships.
- Affiliate relationships will be disclosed clearly.
- Start small, measure demand, then automate.