tool-scout

Discover suitable services, MCP servers, AI models, libraries, and APIs for project tasks.

43|7|Updated Mar 1, 2026

Search Tags:#software engineering #web search #mcp #ai tools #tool discovery #tool-scout

Ready to run

npx skills add https://github.com/alenazaharovaux/share --skill tool-scout

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: tool-scout
Source: https://github.com/alenazaharovaux/share/tree/main/skills/tool-scout
Command: npx skills add https://github.com/alenazaharovaux/share --skill tool-scout

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Tool Scout helps teams avoid reinventing the wheel by discovering existing tools — services, MCP servers, AI models, no-code platforms, libraries, and APIs — that fit project tasks.

Core Features & Use Cases

Quick scans: discover 2-4 candidate tools per domain and present results in a structured table.
Deep dives: say "dig into" a tool for detailed descriptions, pricing, and integration options.
Output format: provide a table with Task, Tool, Type, Maturity, Why it fits, Link; supports two depth levels and domain-based grouping.

Quick Start

Tell Claude Code to find tools for building a dashboard UI.

Frequently Asked Questions about tool-scout

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I discover the right tools and APIs for a software project task?▼

To discover tools for a software project, you can run a quick scan to identify 2-4 candidate services, MCP servers, or libraries per domain. Results are grouped by domain in a structured table showing tool type, maturity, and fit rationale.

Can I find MCP servers and AI models for building a dashboard UI?▼

Yes, you can find MCP servers and AI models for building a dashboard UI by requesting a tool discovery scan. It classifies the project domain and returns a table of matching tools with direct links and maturity levels.

What's the best way to get detailed pricing and integration options for a discovered library?▼

The best way to get detailed pricing and integration options for a discovered library is to request a deep dive. This level-2 analysis provides comprehensive descriptions and integration pathways beyond the initial quick scan.

How does tool discovery work for data pipelines and automation workflows?▼

Tool discovery for data pipelines and automation workflows works by applying a structured workflow with domain classification. It performs level-1 quick scans to identify candidate APIs and no-code platforms, followed by level-2 deep dives on demand.

What information is included in the tool discovery results table?▼

The tool discovery results table includes the Task, Tool name, Type, Maturity level, Why it fits the project, and a direct Link. This tabular format applies to both quick scans and deep dives across all discovered services and libraries.