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Directory / Machine Relations Index
by machinerelations.ai · https://machinerelations.ai/mcp
Which source domains AI answer engines cite, by buyer category and question shape.
11 of 11 checks · 29 Oct 2026
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6 tools, in the server's own words.
mri_list_categoriesread-onlyList every Machine Relations Index category (e.g.
mri_get_categoryread-onlyReturn one category's question shapes (best tools, how buyers choose, comparisons, top lists, problem-first research, is it worth it, news) and the evidence st…
mri_get_cited_sourcesread-onlyRanked source domains that AI answer engines cite, pooled across engines, for one category and question shape, with citation rate (share of monitored answer ru…
mri_get_domainread-onlyFor one domain or URL, return how often AI answer engines cite it: overall citation rate, the rate on each engine (overall.byEngine: cited runs, that engine's …
mri_list_enginesread-onlyList each answer engine with the model the release roster names, the engine's observed runs and days, whether that sample clears the evidence floor, and the mo…
mri_get_engineread-onlyRanked sources one answer engine cites, by that engine's citation rate across the whole window.
Safe mode: only tools labeled read-only were run. How the test works
Free and open source. Same checks, same score.
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