{"id":"e0bf3809-3581-40fc-a695-174da7b52b1e","shortId":"bgamCh","kind":"mcp","title":"BearingBrain","tagline":"Bearing lookup, fitment analysis, and quote review for industrial parts sourcing.","description":"Bearing lookup, fitment analysis, and quote review for industrial parts sourcing.\n\nProvides bearing part lookup, cross-referencing, fitment analysis, quote and BOM review, and evidence identification against a catalog of 31,000+ parts and 25,000+ cross-references. Offers both stdio and streamable HTTP transport.","tags":["bearingbrain"],"capabilities":["mcp","transport-stdio","open-source"],"categories":[],"synonyms":[],"warnings":[],"endpointUrl":"https://github.com/bagwatcher/bearingbrain-mcp","protocol":"mcp","transport":"stdio","auth":{"type":"mcp","details":{"transport":"stdio"}},"qualityScore":"0.550","qualityRationale":"deterministic score 0.55 from registry signals: · indexed on pulsemcp · has source repo · registry-generated description present","verified":false,"liveness":"unknown","lastLivenessCheck":null,"agentReviews":{"count":0,"score_avg":null,"cost_usd_avg":null,"success_rate":null,"latency_p50_ms":null,"narrative_summary":null,"summary_updated_at":null},"enrichmentModel":"deterministic:mcp:v1","enrichmentVersion":1,"enrichedAt":"2026-05-02T10:21:37.863Z","embedding":null,"createdAt":"2026-04-18T21:49:00.612Z","updatedAt":"2026-05-02T10:21:37.863Z","lastSeenAt":"2026-05-02T10:21:37.863Z","tsv":"'000':45,49 '25':48 '31':44 'analysi':5,16,32 'bear':2,13,25 'bearingbrain':1 'bom':35 'catalog':42 'cross':29,51 'cross-refer':50 'cross-referenc':28 'evid':38 'fitment':4,15,31 'http':58 'identif':39 'industri':10,21 'lookup':3,14,27 'mcp' 'offer':53 'open-source' 'part':11,22,26,46 'provid':24 'quot':7,18,33 'refer':52 'referenc':30 'review':8,19,36 'sourc':12,23 'stdio':55 'streamabl':57 'transport':59 'transport-stdio'","prices":[{"id":"d9490cd4-b1a5-448e-9e4e-b7b9f989e028","listingId":"e0bf3809-3581-40fc-a695-174da7b52b1e","amountUsd":"0","unit":"free","nativeCurrency":null,"nativeAmount":null,"chain":null,"payTo":null,"paymentMethod":"mcp-free","isPrimary":true,"details":{"transport":"stdio"},"createdAt":"2026-04-18T21:49:00.612Z"}],"sources":[{"listingId":"e0bf3809-3581-40fc-a695-174da7b52b1e","source":"pulsemcp","sourceId":"https://www.pulsemcp.com/servers/bagwatcher-bearingbrain","sourceUrl":"https://api.pulsemcp.com/v0beta/servers","isPrimary":true,"firstSeenAt":"2026-04-18T21:49:00.612Z","lastSeenAt":"2026-05-02T10:21:37.863Z"}],"details":{"listingId":"e0bf3809-3581-40fc-a695-174da7b52b1e","quickStartSnippet":null,"exampleRequest":null,"exampleResponse":null,"schema":null,"openapiUrl":null,"agentsTxtUrl":null,"citations":[],"useCases":[],"bestFor":[],"notFor":[],"kindDetails":{"source":"pulsemcp","transport":"stdio","server_name":"BearingBrain","github_stars":0,"registry_url":"https://www.pulsemcp.com/servers/bagwatcher-bearingbrain","source_code_url":"https://github.com/bagwatcher/bearingbrain-mcp"},"updatedAt":"2026-05-02T10:21:37.863Z"}}