recommend_tools
Ranks web-access providers by measured benchmarks (quality, latency, cost, error rate) for a given job like search, scrape, or crawl. Returns executable routes and honest caveats to help decide which API to use.
Instructions
Recommend the best web-access provider(s) on the auxiliar.ai gateway for a job, ranked by measured benchmarks (quality, latency p50, cost per success, error rate — dated runs on a shared public corpus). Returns executable routes, the numbers behind each pick, and honest caveats. Use when deciding which search/scraping/crawling/extraction/browser API to use.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| job | Yes | The job to be done. search = Web search: query → ranked results | scrape = One URL → clean page content/markdown, anti-bot handled | crawl = Site → enumerate and fetch many pages | extract_ai = Page → structured fields from an AI/natural-language schema | extract_rules = Page → structured fields via CSS/XPath rules | answer = Question → synthesized answer with cited sources | screenshot = URL → rendered page image | scrape_domain = Domain-specific scrapers for hard targets (e-commerce, social) | act = Declarative page interactions (click, fill, scroll) in one call | act_agent = Autonomous natural-language browser agent for multi-step goals | serp = Google SERP verticals (web, news, images, places, scholar) as structured JSON | parse = PDF/document → text (OCR where supported) | watch = URL → change detection / monitoring | |
| limit | No | Max candidates to return. Default 3. | |
| max_cost_usd | No | Exclude providers whose measured cost per call/success exceeds this (USD). | |
| optimize_for | No | Ranking priority. balanced/quality = published composite; cost/latency = that measured metric. Default balanced. | |
| max_latency_ms | No | Exclude providers whose measured latency p50 exceeds this. |