{"schema_version":1,"snapshot_id":"bfb936f5ceae4a7427f93961201723779c3021545a3c4222395e8678314c3e55","generated_at":"2026-10-17T21:51:24.907033+00:00","notice":"Potential GTM matches from directory metadata and model triage. Discovered does not mean vendor-verified or tested. Pending records remain under review; pricing and install details require primary sources.","canonical_url":"https://gtmmcps.com/discoveries/8c44b57f8fcf9492f4ca","record":{"id":"8c44b57f8fcf9492f4ca","name":"quant-swarm","aliases":["quant-swarm"],"description":"# quant-swarm — the checkers that gate live capital, as MCP servers\n\nThe pre-trade invariants and data assembly that guard live capital in the\n1.21 Initiative trading swarm, packaged as Model Context Protocol (MCP)\nservers you can run locally — in Cursor, Claude Desktop, or Claude Code —\nagainst your own strategies.\n\nNo provider credentials. No DRM. No order-placement code path. And no\nunlimited plans: capacity is bounded by what you pay for, on purpose.\n\nDistributed on PyPI as **`quant-swarm`** (registry name `io.github.blink1217/quant-swarm`).\n\n## What it does\n\nThree servers, extracted from ","repository_url":null,"sources":[{"source_id":"smithery","url":"https://api.smithery.ai/servers","observed_at":"2026-10-17T21:40:22.481400+00:00","source_record_id":"a30158df-8aa2-4909-9f0f-3f2fcea7ed85","source_record_name":"blink-kt/quant-swarm"}],"relevance_signals":["analytics","billing"],"classification":{"label":"pending","method":"not-yet-classified"},"catalog_ids":[],"verification_status":"discovered","vendor_ownership":"not-verified","execution_tested":false,"pricing_status":"not-verified","documentation_status":"not-verified"}}