Scored across 16 tools
Most tools are clearly distinct (account, usage, logs, sessions, performance, search, map, crawl, export, function, smartscraper, profiles, link_connect, link_checkout). The main ambiguity is between browserless_smartscraper, browserless_crawl, and browserless_map, which all involve scraping/discovery, though their descriptions do differentiate single-page vs multi-page vs URL discovery. browserless_agent and browserless_function also overlap in executing browser automation, but one is a persistent session and the other is custom Puppeteer code.
All tools use the browserless_ prefix with a descriptive noun (agent, skill, sessions, link_checkout, link_connect, performance, account, usage, logs, smartscraper, function, export, map, crawl, profiles, search). The pattern is consistent, though 'link_checkout' and 'link_connect' use a verb-ish noun while others are plain nouns, and 'smartscraper' is a compound word rather than a simple noun. Minor deviations but overall predictable.
16 tools is on the higher end but appropriate for a browser automation platform that covers session control, scraping, crawling, search, account management, and Stripe Link integration. Each tool serves a distinct capability area, though a few could be consolidated (e.g., smartscraper/crawl/map could arguably be one tool with modes).
The tool surface covers the core browser automation lifecycle well: driving a session (browserless_agent), custom code (browserless_function), scraping (smartscraper), crawling (crawl), mapping (map), search, export, performance audits, account/usage/logs, sessions, profiles, and Stripe Link. Minor gaps: there's no dedicated tool for managing browser profiles beyond listing them (no create/delete), and no explicit tool for managing API keys, but these are peripheral to the main purpose.