{"id":"e1d72b46-dd53-41da-af2c-33af6bd672be","shortId":"7JGdHD","kind":"mcp","title":"Allotrope Lab Data","tagline":"Works with Allotrope Simple Model (ASM) laboratory instrument data including schema validation and document fetching.","description":"Works with Allotrope Simple Model (ASM) laboratory instrument data including schema validation and document fetching.\n\nAllotrope Lab Data provides tools for working with Allotrope Simple Model (ASM) laboratory instrument data formats via MCP. Offers four tools for schema validation, document fetching, and ASM format transformation. Built with FastMCP and Python 3.10+. Published as an AWS sample for laboratory data transformation workflows.","tags":["allotrope","lab","data"],"capabilities":["mcp","transport-stdio","open-source"],"categories":[],"synonyms":[],"warnings":[],"endpointUrl":"https://github.com/aws-samples/sample-laboratory-data-transformation-mcp","protocol":"mcp","transport":"stdio","auth":{"type":"mcp","details":{"transport":"stdio"}},"qualityScore":"0.554","qualityRationale":"deterministic score 0.55 from registry signals: · indexed on pulsemcp · has source repo · 2 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":"2026-05-02T10:21:37.339Z","embedding":null,"createdAt":"2026-04-18T21:48:50.120Z","updatedAt":"2026-05-02T10:21:37.339Z","lastSeenAt":"2026-05-02T10:21:37.339Z","tsv":"'3.10':69 'allotrop':1,6,21,34,42 'asm':9,24,45,61 'aw':73 'built':64 'data':3,12,27,36,48,77 'document':17,32,58 'fastmcp':66 'fetch':18,33,59 'format':49,62 'four':53 'includ':13,28 'instrument':11,26,47 'lab':2,35 'laboratori':10,25,46,76 'mcp':51 'model':8,23,44 'offer':52 'open-source' 'provid':37 'publish':70 'python':68 'sampl':74 'schema':14,29,56 'simpl':7,22,43 'tool':38,54 'transform':63,78 'transport-stdio' 'valid':15,30,57 'via':50 'work':4,19,40 'workflow':79","prices":[{"id":"706fa249-7bf1-44e0-951a-df97f18b84fb","listingId":"e1d72b46-dd53-41da-af2c-33af6bd672be","amountUsd":"0","unit":"free","nativeCurrency":null,"nativeAmount":null,"chain":null,"payTo":null,"paymentMethod":"mcp-free","isPrimary":true,"details":{"transport":"stdio"},"createdAt":"2026-04-18T21:48:50.120Z"}],"sources":[{"listingId":"e1d72b46-dd53-41da-af2c-33af6bd672be","source":"pulsemcp","sourceId":"https://www.pulsemcp.com/servers/aws-samples-allotrope-lab-data","sourceUrl":"https://api.pulsemcp.com/v0beta/servers","isPrimary":true,"firstSeenAt":"2026-04-18T21:48:50.120Z","lastSeenAt":"2026-05-02T10:21:37.339Z"}],"details":{"listingId":"e1d72b46-dd53-41da-af2c-33af6bd672be","quickStartSnippet":null,"exampleRequest":null,"exampleResponse":null,"schema":null,"openapiUrl":null,"agentsTxtUrl":null,"citations":[],"useCases":[],"bestFor":[],"notFor":[],"kindDetails":{"source":"pulsemcp","transport":"stdio","server_name":"Allotrope Lab Data","github_stars":2,"registry_url":"https://www.pulsemcp.com/servers/aws-samples-allotrope-lab-data","source_code_url":"https://github.com/aws-samples/sample-laboratory-data-transformation-mcp"},"updatedAt":"2026-05-02T10:21:37.339Z"}}