{"id":"9ad9a273-cd2b-49a9-9d62-1505d83ce2ca","shortId":"f4tAbw","kind":"mcp","title":"Opty","tagline":"Semantic code search using hyperdimensional computing to index and query functions, types, and imports.","description":"Semantic code search using hyperdimensional computing to index and query functions, types, and imports.\n\nCode intelligence tool built with Hyperdimensional Computing that indexes function signatures, type definitions, and imports from codebases across multiple languages including Zig, TypeScript, Python, Go, Rust, and Java. Provides semantic search, cross-file references, impact analysis, and functional clustering — all locally without network calls or GPU requirements.","tags":["opty"],"capabilities":["mcp","transport-stdio","open-source"],"categories":[],"synonyms":[],"warnings":[],"endpointUrl":"https://github.com/boj/opty","protocol":"mcp","transport":"stdio","auth":{"type":"mcp","details":{"transport":"stdio"}},"qualityScore":"0.572","qualityRationale":"deterministic score 0.57 from registry signals: · indexed on pulsemcp · has source repo · 11 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":"2026-05-01T19:21:37.065Z","embedding":null,"createdAt":"2026-04-19T06:49:55.331Z","updatedAt":"2026-05-01T19:21:37.065Z","lastSeenAt":"2026-05-01T19:21:37.065Z","tsv":"'across':47 'analysi':66 'built':33 'call':74 'cluster':69 'code':3,17,30 'codebas':46 'comput':7,21,36 'cross':62 'cross-fil':61 'definit':42 'file':63 'function':12,26,39,68 'go':54 'gpu':76 'hyperdimension':6,20,35 'impact':65 'import':15,29,44 'includ':50 'index':9,23,38 'intellig':31 'java':57 'languag':49 'local':71 'mcp' 'multipl':48 'network':73 'open-source' 'opti':1 'provid':58 'python':53 'queri':11,25 'refer':64 'requir':77 'rust':55 'search':4,18,60 'semant':2,16,59 'signatur':40 'tool':32 'transport-stdio' 'type':13,27,41 'typescript':52 'use':5,19 'without':72 'zig':51","prices":[{"id":"946824a1-c867-41d6-97f5-0a40434ef54a","listingId":"9ad9a273-cd2b-49a9-9d62-1505d83ce2ca","amountUsd":"0","unit":"free","nativeCurrency":null,"nativeAmount":null,"chain":null,"payTo":null,"paymentMethod":"mcp-free","isPrimary":true,"details":{"transport":"stdio"},"createdAt":"2026-04-19T06:49:55.331Z"}],"sources":[{"listingId":"9ad9a273-cd2b-49a9-9d62-1505d83ce2ca","source":"pulsemcp","sourceId":"https://www.pulsemcp.com/servers/boj-opty","sourceUrl":"https://api.pulsemcp.com/v0beta/servers","isPrimary":true,"firstSeenAt":"2026-04-19T06:49:55.331Z","lastSeenAt":"2026-05-01T19:21:37.065Z"}],"details":{"listingId":"9ad9a273-cd2b-49a9-9d62-1505d83ce2ca","quickStartSnippet":null,"exampleRequest":null,"exampleResponse":null,"schema":null,"openapiUrl":null,"agentsTxtUrl":null,"citations":[],"useCases":[],"bestFor":[],"notFor":[],"kindDetails":{"source":"pulsemcp","transport":"stdio","server_name":"Opty","github_stars":11,"registry_url":"https://www.pulsemcp.com/servers/boj-opty","source_code_url":"https://github.com/boj/opty"},"updatedAt":"2026-05-01T19:21:37.065Z"}}