{"serverId":"mcp-registry/io.github.702exec/agent-data-platform","tools":[{"name":"compare_providers","fixed":{"name":"compare_providers","description":"List raw, provenance-backed pricing rows for AI video generation providers and models. Every row carries source_url and verified_at. Optionally filter by provider slug (e.g. \"fal\", \"google\", \"kling\", \"luma\", \"runway\", \"higgsfield\") or model slug.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"model":{"type":"string","description":"Model slug to filter by"},"provider":{"type":"string","description":"Provider slug to filter by"}}},"annotations":{"readOnlyHint":true},"title":"Compare provider pricing"},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":150,"tokensAfter":150},{"name":"estimate_video_cost","fixed":{"name":"estimate_video_cost","description":"Estimate the USD cost of generating AI video across providers (fal.ai, Runway, Google Veo, Kling, Luma, Higgsfield). Returns estimates sorted cheapest-first, each with provenance (source_url), freshness (verified_at), and a confidence level. Credit-economy providers are normalized to USD. Clip-length limits are handled by assuming stitched generations (noted per estimate).","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["duration_seconds"],"properties":{"mode":{"enum":["text-to-video","image-to-video"],"type":"string","description":"Generation mode; omit for any"},"count":{"type":"integer","maximum":10000,"minimum":1,"description":"Number of videos (default 1)"},"resolution":{"enum":["360p","540p","720p","1080p","4k"],"type":"string","description":"Required output resolution; omit for any"},"require_audio":{"type":"boolean","description":"Only include models with native audio support"},"duration_seconds":{"type":"number","maximum":3600,"description":"Length of the video to generate, in seconds","exclusiveMinimum":0}}},"annotations":{"readOnlyHint":true},"title":"Estimate video generation cost"},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":314,"tokensAfter":314},{"name":"get_pricing_changes","fixed":{"name":"get_pricing_changes","description":"Retrieve the append-only change log of pricing updates, model deprecations, and verification events. Useful for detecting price changes since a previous check. Defaults to the last 30 days.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"since":{"type":"string","description":"ISO 8601 timestamp; return changes at or after this time"}}},"annotations":{"readOnlyHint":true},"title":"Get pricing change log"},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":121,"tokensAfter":121}],"toolsChanged":3,"tokensSaved":0,"todo":[],"note":"Deterministic fixes. Changes marked verify need a human look before shipping (renames, inferred annotations, inferred types, removed text). Parameter descriptions in `todo` need to be written by someone who knows the API."}