{"id":"b611bda3-07be-476e-903e-134ce86cbad4","shortId":"NfWRXw","kind":"mcp","title":"ModelLens","tagline":"See which models actually work: probe, rank and recommend across OpenAI-compatible gateways.","description":"See which models actually work: probe, rank and recommend across OpenAI-compatible gateways.","tags":["github","greatbeing","modellens"],"capabilities":["mcp","transport-stdio"],"categories":[],"synonyms":[],"warnings":[],"endpointUrl":"mcp://anthropic_mcp/io.github.Greatbeing%2Fmodellens","protocol":"mcp","transport":"stdio","auth":{"type":"mcp","details":{"transport":"stdio"}},"qualityScore":"0.300","qualityRationale":"deterministic score 0.30 from registry signals: · indexed on anthropic_mcp","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":"2026-11-07T07:24:41.040Z","embedding":null,"createdAt":"2026-11-05T13:25:22.832Z","updatedAt":"2026-11-07T07:24:41.040Z","lastSeenAt":"2026-11-07T07:24:41.040Z","tsv":"'across':11,25 'actual':5,19 'compat':14,28 'gateway':15,29 'mcp' 'model':4,18 'modellen':1 'openai':13,27 'openai-compat':12,26 'probe':7,21 'rank':8,22 'recommend':10,24 'see':2,16 'transport-stdio' 'work':6,20","prices":[{"id":"1e2f0a59-8757-44b5-9549-12c88ce27e33","listingId":"b611bda3-07be-476e-903e-134ce86cbad4","amountUsd":"0","unit":"free","nativeCurrency":null,"nativeAmount":null,"chain":null,"payTo":null,"paymentMethod":"mcp-free","isPrimary":true,"details":{"transport":"stdio"},"createdAt":"2026-11-05T13:25:22.832Z"}],"sources":[{"listingId":"b611bda3-07be-476e-903e-134ce86cbad4","source":"anthropic_mcp","sourceId":"io.github.Greatbeing/modellens:0.1.3","sourceUrl":"https://registry.modelcontextprotocol.io/v0/servers","isPrimary":true,"firstSeenAt":"2026-11-05T13:25:22.832Z","lastSeenAt":"2026-11-07T07:24:41.040Z"}],"details":{"listingId":"b611bda3-07be-476e-903e-134ce86cbad4","quickStartSnippet":null,"exampleRequest":null,"exampleResponse":null,"schema":null,"openapiUrl":null,"agentsTxtUrl":null,"citations":[],"useCases":[],"bestFor":[],"notFor":[],"kindDetails":{"source":"anthropic_mcp","version":"0.1.3","transport":"stdio","server_name":"io.github.Greatbeing/modellens","server_title":"ModelLens"},"updatedAt":"2026-11-07T07:24:41.040Z"}}