Recommend the best software tools for a described need. Unlike search_tools (raw retrieval), this ranks candidates by fit, applies hard constraints (budget, pricing, category), and returns a justified, sourced shortlist with fit scores, caveats, verified starting prices, and next steps. Use this when a user asks 'what should I use for X'.

Search and filter software tools from Toolradar's database of 8,600+ tools. Returns tools with names, descriptions, pricing, scores, and categories.

Get detailed information about a specific software tool including description, pricing, pros/cons, features, editorial score, review synthesis, and alternatives.

Compare 2 to 4 software tools side by side. Returns structured comparison with pricing, scores, pros/cons, and computed insights (best overall, best value, most reviewed).

Get alternatives and competitors for a specific software tool. Returns up to 10 alternatives sorted by editorial score.

Get detailed pricing information for a software tool including tiers, pricing model (free/freemium/paid), free trial availability, and expert pricing verdict.

List all software categories available on Toolradar with tool counts. Use this to discover valid category slugs for the search_tools filter.

Report a data-quality issue you spotted while using Toolradar data (a wrong price, a dead/renamed tool, a missing or incorrect feature). Files a ticket to the verification queue. Use this when Toolradar data contradicts what you observe on the vendor's own site.