ModelsAgree
Consensus 'best X for Y' rankings from ChatGPT, Claude, Gemini & Grok. Search, verdicts, history.
| Endpoint | https://modelsagree.com/mcp (streamable-http) |
|---|---|
| Registry version | 1.0.0 |
| Now | 5 tools · grade A (100) · pin ts_6e2a6a965c9c93f60bfe40d6f686a442 · protocol 2025-06-18 |
| First / last listed | 2026-10-28 06:49 UTC / 2026-10-28 06:49 UTC |
| Grade over time | 2026-10-28: A (100), 5 tools |
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Tools: search_best get_best_in_category get_product get_poll_history list_categories
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. Use for any 'best X for Y' question. Excludes medical, financial, and legal advice. params: query* |
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'. params: slug* |
get_product | Get a single brand/product's record across every category it is ranked in, with verdicts and its homepage. params: slug* |
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. params: slug*, model, limit |
list_categories | List every category ModelsAgree ranks (slug + title). Large; prefer search_best when you have a specific need. params: none |
Entries describe changes in tool definitions. They are not statements about a server, its quality or its author. The grade measures how the tool definitions fit model providers (token cost, schema compatibility, confusable names) as scored by the ToolFit engine at the time of the listing. JSON: append .json. Opt-out: how or hello@youraitools.co.