Consensus 'best X for Y' rankings from ChatGPT, Claude, Gemini & Grok. Search, verdicts, history.
Listed on
- Official MCP Registry
- Smithery
- Glamavia MCP Toplist
First seen 2 Oct 2026. One server, whatever directories list it: each directory listing keeps its own page and history.
3
Directories
1 via MCP Toplist
5
Tools
From an anonymous probe
-
ToolBench grade
Not graded by Arcade
0
GitHub stars
From MCP Toplist
Tools
| Tool | Description | Behaviour |
|---|---|---|
| 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'. | Read-only |
| 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. | Read-only |
| get_product | Get a single brand/product's record across every category it is ranked in, with verdicts and its homepage. | Read-only |
| list_categories | List every category ModelsAgree ranks (slug + title). Large; prefer search_best when you have a specific need. | Read-only |
| 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. | Read-only |
| Directory | Listing | Tier | First seen |
|---|---|---|---|
| Official MCP Registry | ModelsAgree | - | 2 Oct 2026 |
| Smithery | modelsagree | - | 2 Oct 2026 |
| Glama | Listed there according to MCP Toplist’s dataset; not collected by InvokeRank. | ||