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Tool Finder

Describe the task, the AI suggests the right tool.

chromeedgebraveoperafirefox🔒 Zero telemetryVersion 1.0.0
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Description

Can't remember which site tool you need? Describe your task in plain language — e.g. "I need to validate a German IBAN" — and Tool Finder queries the federicocalo.dev RAG engine to suggest the best-fit tool, with an explanation and practical hints. The question you type leaves the browser: it goes to the federicocalo.dev backend, which forwards it to the AI provider currently in use (OpenRouter, free tier). The provider is asked not to use prompts for training; data can be processed outside the European Union, so do not type personal or confidential data. Only the optional local response cache and your preferences stay in the browser; no telemetry. If the service is offline, rate-limited or unreachable, the extension degrades gracefully with a clear message and never crashes.

Features

  • Natural-language question → best-fit tool suggestion
  • federicocalo.dev RAG engine: your question goes to the site backend and to the AI provider (OpenRouter, free tier)
  • "Remote AI" badge: the question leaves the browser and can be processed outside the EU
  • Actionable hints alongside the main answer
  • Optional local response cache (storage)
  • Graceful degradation on offline / rate-limit / service unavailable
  • Ctrl/Cmd+Enter shortcut to submit the question
  • No telemetry; only preferences and the optional cache stay in the browser

Privacy

100% local processing in your browser. Zero telemetry: no data is sent to external servers.

Required permissions

  • storage
  • host:https://federicocalo.dev/*

Screenshots

Tool Finder

Supported browsers

chromeedgebraveoperafirefox