CompareFairly
Neutral, sourced comparisons on any topic, in 32 languages. Each value links to its source.
| Endpoint | https://comparefairly.com/mcp (streamable-http) |
|---|---|
| Registry version | 1.1.0 |
| Now | 3 tools · grade A (100) · pin ts_645af476866b62a4706faad8ef734d4c · protocol 2025-06-18 |
| First / last listed | 2026-10-26 01:12 UTC / 2026-10-26 01:12 UTC |
| Grade over time | 2026-10-26: A (100), 3 tools |
Is this your server? Own a server? ToolFit hosted watch re-checks it every 24 h ($0.25 per 30 days) or 6 h ($0.60) and sends you an HMAC-signed webhook when its tools or grade change: POST https://api.youraitools.co/toolfit/v1/watch. To opt out, see About & opt-out.
Tools: search_comparisons get_comparison list_categories
search_comparisons | Search CompareFairly's catalog of neutral, sourced comparisons for a given market. Returns matching comparisons (title, slug, url, json_url, popularity). Use this first to find the exact slug, then call get_comparison. params: country, lang, limit, query |
get_comparison | Fetch one full structured comparison (items with scores, sub-scores, per-criterion values, badges, sources, sourced/estimate flags, freshness). Neutral ranking, never paid. Data is localized to the requested lang/country. params: country, lang, slug* |
list_categories | List the top-level categories available for a market, with the number of comparisons in each. params: country, lang |
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.