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ModelsAgree

com.modelsagree/modelsagree

Consensus 'best X for Y' rankings from ChatGPT, Claude, Gemini & Grok. Search, verdicts, history.

Yes, your AI can use this right now.Answered a live MCP handshake in 89 ms with no sign-in needed and exposes 5 tools.

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Settings → Connectors → Add custom connector
URL: https://modelsagree.com/mcp

5 tools, verified live

Pulled straight from the server with tools/list on 2026-10-17.
search_bestread-only

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.

get_best_in_categoryread-only

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

get_productread-only

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

get_poll_historyread-only

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_categoriesread-only

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

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