ModelsAgree

com.modelsagree/modelsagree

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

healthy

status

tools exposed

2420ms

connect latency

488e770685ee

schema fingerprint

Tools (5)

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.

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.

Endpoint

https://modelsagree.com/mcp
Category: AI & LLM · Last checked: 2026-08-15T09:10:30Z

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What this means. This server responded to the MCP handshake and listed its tools without authentication. The schema fingerprint lets us flag if tool signatures silently change (schema drift) between checks.