ModelsAgree

Tools

Token cost is the o200k count of the tools list JSON, including schemas, before any tool is called.

• search_best

  Find what AI models agree is the best product/tool/service for a need, or look up how a specific brand ranks. Returns matching categories and brands with a dated one-sentence verdict and source URLs.

• get_best_in_category

  Get the full ranked leaderboard and verdict for a category slug (obtained from search_best or list_categories), e.g. 'best-llm-observability'.

• get_product

  Get a single brand/product's record across every category it is ranked in, with verdicts and its homepage.

• get_poll_history

  Get the raw poll history — every model's pick over time — behind a category's verdict. The credibility/audit trail. Optionally filter by model.

• list_categories

  List every category ModelsAgree ranks (slug + title). Large; prefer search_best when you have a specific need.