{"id":"ea2b2e55-a7d5-4c1c-b518-f5389c0b92b2","shortId":"HTdDvP","kind":"mcp","title":"io.github.mrfentmen/ampl-mcp","tagline":"AMPL MCP: 20 real tools to read, check, lint, scaffold, build and run AMPL code.","description":"AMPL MCP: 20 real tools to read, check, lint, scaffold, build and run AMPL code.","tags":["github","mrfentmen","ampl","mcp"],"capabilities":["mcp","transport-stdio"],"categories":[],"synonyms":[],"warnings":[],"endpointUrl":"mcp://anthropic_mcp/io.github.mrfentmen%2Fampl-mcp","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":"2026-11-09T15:29:31.825Z","embedding":null,"createdAt":"2026-11-08T10:28:05.512Z","updatedAt":"2026-11-09T15:29:31.825Z","lastSeenAt":"2026-11-09T15:29:31.825Z","tsv":"'/ampl-mcp':3 '20':6,21 'ampl':4,17,19,32 'build':14,29 'check':11,26 'code':18,33 'io.github.mrfentmen':2 'io.github.mrfentmen/ampl-mcp':1 'lint':12,27 'mcp':5,20 'read':10,25 'real':7,22 'run':16,31 'scaffold':13,28 'tool':8,23 'transport-stdio'","prices":[{"id":"ab77afc7-d699-4019-bd8d-c897a6975cab","listingId":"ea2b2e55-a7d5-4c1c-b518-f5389c0b92b2","amountUsd":"0","unit":"free","nativeCurrency":null,"nativeAmount":null,"chain":null,"payTo":null,"paymentMethod":"mcp-free","isPrimary":true,"details":{"transport":"stdio"},"createdAt":"2026-11-08T10:28:05.512Z"}],"sources":[{"listingId":"ea2b2e55-a7d5-4c1c-b518-f5389c0b92b2","source":"anthropic_mcp","sourceId":"io.github.mrfentmen/ampl-mcp:1.0.0","sourceUrl":"https://registry.modelcontextprotocol.io/v0/servers","isPrimary":true,"firstSeenAt":"2026-11-08T10:28:05.512Z","lastSeenAt":"2026-11-09T15:29:31.825Z"}],"details":{"listingId":"ea2b2e55-a7d5-4c1c-b518-f5389c0b92b2","quickStartSnippet":null,"exampleRequest":null,"exampleResponse":null,"schema":null,"openapiUrl":null,"agentsTxtUrl":null,"citations":[],"useCases":[],"bestFor":[],"notFor":[],"kindDetails":{"source":"anthropic_mcp","version":"1.0.0","transport":"stdio","server_name":"io.github.mrfentmen/ampl-mcp"},"updatedAt":"2026-11-09T15:29:31.825Z"}}