{"id":"d49586a3-d05c-43c2-b40d-58668b47fd01","shortId":"RffaqT","kind":"mcp","title":"io.github.shivam-app-developers/ai-optimizer","tagline":"MCP server that cuts AI coding agent token usage via framework-aware context optimization","description":"MCP server that cuts AI coding agent token usage via framework-aware context optimization","tags":["github","shivam","app","developers","optimizer"],"capabilities":["mcp","transport-stdio"],"categories":[],"synonyms":[],"warnings":[],"endpointUrl":"mcp://anthropic_mcp/io.github.shivam-app-developers%2Fai-optimizer","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":"2026-06-23T15:25:37.262Z","embedding":null,"createdAt":"2026-06-06T13:22:18.536Z","updatedAt":"2026-06-23T15:25:37.262Z","lastSeenAt":"2026-06-23T15:25:37.262Z","tsv":"'/ai-optimizer':5 'agent':12,27 'ai':10,25 'app':3 'app-develop':2 'awar':18,33 'code':11,26 'context':19,34 'cut':9,24 'develop':4 'framework':17,32 'framework-awar':16,31 'io.github.shivam':1 'mcp':6,21 'optim':20,35 'server':7,22 'token':13,28 'transport-stdio' 'usag':14,29 'via':15,30","prices":[{"id":"8d143da1-3211-40af-9201-82aedb288c29","listingId":"d49586a3-d05c-43c2-b40d-58668b47fd01","amountUsd":"0","unit":"free","nativeCurrency":null,"nativeAmount":null,"chain":null,"payTo":null,"paymentMethod":"mcp-free","isPrimary":true,"details":{"transport":"stdio"},"createdAt":"2026-06-06T13:22:18.536Z"}],"sources":[{"listingId":"d49586a3-d05c-43c2-b40d-58668b47fd01","source":"anthropic_mcp","sourceId":"io.github.shivam-app-developers/ai-optimizer:0.1.0","sourceUrl":"https://registry.modelcontextprotocol.io/v0/servers","isPrimary":true,"firstSeenAt":"2026-06-06T13:22:18.536Z","lastSeenAt":"2026-06-23T15:25:37.262Z"}],"details":{"listingId":"d49586a3-d05c-43c2-b40d-58668b47fd01","quickStartSnippet":null,"exampleRequest":null,"exampleResponse":null,"schema":null,"openapiUrl":null,"agentsTxtUrl":null,"citations":[],"useCases":[],"bestFor":[],"notFor":[],"kindDetails":{"source":"anthropic_mcp","version":"0.1.0","transport":"stdio","server_name":"io.github.shivam-app-developers/ai-optimizer"},"updatedAt":"2026-06-23T15:25:37.262Z"}}