{"id":733301,"recorded_at":"2026-10-28T02:43:32.795712Z","observed_at":"2026-10-28T02:43:32.795661Z","subject_kind":"endpoint","subject":"85654888-ed7c-4a6e-b63c-7f12487f1587","kind":"mcp.tools","method":"probe.mcp/1","body":{"count":6,"tools":[{"description":"Convert format and/or compress an image. $0.005 per call. Input: an image via source URL. Params: format (webp|avif|jpeg|png|gif); quality (1-100, default 85 — lower is smaller). At least one of format/quality is required. Output: the optimized image as a short-lived signed URL.","inputSchema":{"$schema":"http://json-schema.org/draft-07/schema#","properties":{"params":{"properties":{"format":{"enum":["webp","avif","jpeg","png","gif"],"type":"string"},"quality":{"maximum":100,"minimum":1,"type":"integer"}},"type":"object"},"source":{"description":"Public https:// URL of the source image to process.","format":"uri","type":"string"}},"required":["source","params"],"type":"object"},"name":"optimize"},{"description":"Apply an ordered pipeline of image ops in a single paid call: one payment, one output. Price is the sum of the included ops’ prices — call without payment to get a 402 quote. Input: source (image URL), steps (ordered [{op, params}], e.g. [{\"op\":\"remove_background\"},{\"op\":\"resize\",\"params\":{\"width\":800}}]). Call service_info for the available ops and their per-op prices. Output: the processed image as a short-lived signed URL.","inputSchema":{"$schema":"http://json-schema.org/draft-07/schema#","properties":{"source":{"description":"Public https:// URL of the source image to process.","format":"uri","type":"string"},"steps":{"description":"Ordered ops to apply in a single pass.","items":{"properties":{"op":{"description":"op name, e.g. remove_background/upscale/resize/optimize","type":"string"},"params":{"additionalProperties":{},"description":"op-specific params; call service_info / the atomic tool for its schema","propertyNames":{"type":"string"},"type":"object"}},"required":["op"],"type":"object"},"minItems":1,"type":"array"}},"required":["source","steps"],"type":"object"},"name":"process"},{"description":"Remove an image's background, isolating the subject (BiRefNet AI segmentation). $0.02 per call. Input: an image via source URL. 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