ModelsAgree
mcp remote · streamable-http · v1.0.0 · source: crawl
https://modelsagree.com/mcp
Consensus 'best X for Y' rankings from ChatGPT, Claude, Gemini & Grok. Search, verdicts, history.
Works
100
Verified Oct 31, 2026 · p50 309 ms · p95 354 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'modelsagree' |
| tools_listed | 15 | pass | 5 tools |
| schema_complete | 15 | pass | 5 of 5 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 309 ms |
| latency_p95 | 5 | pass | p95 354 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (5)
| Name | Description | Schema |
|---|---|---|
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. | typed |
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'. | typed |
get_product | Get a single brand/product's record across every category it is ranked in, with verdicts and its homepage. | typed |
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. | typed |
list_categories | List every category ModelsAgree ranks (slug + title). Large; prefer search_best when you have a specific need. | typed |
Badge
Paste into your README. It updates on every verification.
[](https://app.agent-xm.com/a/com-modelsagree-modelsagree)
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