{"id":"7ea1a579-66cd-40dd-af42-b0d89386aea6","shortId":"kwWSyV","kind":"mcp","title":"BGPT","tagline":"Searches scientific papers with structured experimental data extracted from full-text studies.","description":"Searches scientific papers with structured experimental data extracted from full-text studies.\n\nProvides access to a database of scientific papers built from full-text studies. Unlike typical search tools that return titles and abstracts, extracts raw experimental data including methods, results, conclusions, quality scores, sample sizes, limitations, and 25+ metadata fields per paper. Supports both SSE and Streamable HTTP transports with a free tier of 50 searches.","tags":["bgpt"],"capabilities":["mcp","transport-stdio","open-source"],"categories":[],"synonyms":[],"warnings":[],"endpointUrl":"https://github.com/connerlambden/bgpt-mcp","protocol":"mcp","transport":"stdio","auth":{"type":"mcp","details":{"transport":"stdio"}},"qualityScore":"0.584","qualityRationale":"deterministic score 0.58 from registry signals: · indexed on pulsemcp · has source repo · 17 github stars · 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":"2026-04-29T11:21:55.349Z","embedding":null,"createdAt":"2026-04-21T19:27:33.093Z","updatedAt":"2026-04-29T11:21:55.349Z","lastSeenAt":"2026-04-29T11:21:55.349Z","tsv":"'25':65 '50':82 'abstract':50 'access':29 'bgpt':1 'built':36 'conclus':58 'data':8,21,54 'databas':32 'experiment':7,20,53 'extract':9,22,51 'field':67 'free':79 'full':12,25,39 'full-text':11,24,38 'http':75 'includ':55 'limit':63 'mcp' 'metadata':66 'method':56 'open-source' 'paper':4,17,35,69 'per':68 'provid':28 'qualiti':59 'raw':52 'result':57 'return':47 'sampl':61 'scientif':3,16,34 'score':60 'search':2,15,44,83 'size':62 'sse':72 'streamabl':74 'structur':6,19 'studi':14,27,41 'support':70 'text':13,26,40 'tier':80 'titl':48 'tool':45 'transport':76 'transport-stdio' 'typic':43 'unlik':42","prices":[{"id":"2a3d98b9-86cf-4e83-984b-5fcfecb308a7","listingId":"7ea1a579-66cd-40dd-af42-b0d89386aea6","amountUsd":"0","unit":"free","nativeCurrency":null,"nativeAmount":null,"chain":null,"payTo":null,"paymentMethod":"mcp-free","isPrimary":true,"details":{"transport":"stdio"},"createdAt":"2026-04-21T19:27:33.093Z"}],"sources":[{"listingId":"7ea1a579-66cd-40dd-af42-b0d89386aea6","source":"pulsemcp","sourceId":"https://www.pulsemcp.com/servers/connerlambden-bgpt","sourceUrl":"https://api.pulsemcp.com/v0beta/servers","isPrimary":true,"firstSeenAt":"2026-04-21T19:27:33.093Z","lastSeenAt":"2026-04-29T11:21:55.349Z"}],"details":{"listingId":"7ea1a579-66cd-40dd-af42-b0d89386aea6","quickStartSnippet":null,"exampleRequest":null,"exampleResponse":null,"schema":null,"openapiUrl":null,"agentsTxtUrl":null,"citations":[],"useCases":[],"bestFor":[],"notFor":[],"kindDetails":{"source":"pulsemcp","transport":"stdio","server_name":"BGPT","external_url":"https://bgpt.pro/mcp","github_stars":17,"registry_url":"https://www.pulsemcp.com/servers/connerlambden-bgpt","source_code_url":"https://github.com/connerlambden/bgpt-mcp"},"updatedAt":"2026-04-29T11:21:55.349Z"}}