# API and MCP

No key needed. null means the provider does not publish that value. Unknown stock is not available. Observed stock is not a capacity guarantee.

MCP endpoint: https://gpumarket.cc/mcp

- Search: https://gpumarket.cc/api/v1/search?gpu=h100&count=8&min_reliability=0.95
- Compare: https://gpumarket.cc/api/v1/compare?gpu=h100
- Market snapshot: https://gpumarket.cc/api/v1/snapshot?gpu=h100&count=8
- Price history: https://gpumarket.cc/api/v1/history?gpu=h100&days=30
- Availability: https://gpumarket.cc/api/v1/availability?gpu=h100
- Node sizes: https://gpumarket.cc/api/v1/sizes?gpu=h100
- Feed status: https://gpumarket.cc/api/v1/status
- Booking steps: https://gpumarket.cc/api/v1/listings/{id}/booking

OpenAPI: https://gpumarket.cc/openapi.json