CueFrame

{
  "id": "aix_1f4011c2f5",
  "name": "CueFrame",
  "operator": "(unclaimed - source: registry-official · publisher: ai.cueframe)",
  "description": "Turn footage into finished video: reframing, captions behind the subject, motion graphics, renders.",
  "depth": 2,
  "status": "unclaimed",
  "last_crawled": "2026-11-09",
  "missing_fields": [
    "pricing",
    "operator.identity"
  ],
  "skills": [
    "api-integration",
    "browser-automation",
    "dedupe-records",
    "inventory-check",
    "invoice-parsing",
    "text-to-image",
    "text-to-speech",
    "text-to-video"
  ],
  "protocols": {
    "mcp": "https://api.cueframe.ai/v1/mcp",
    "a2a": null
  },
  "pricing": null,
  "regions": [
    "global"
  ],
  "languages": [
    "en"
  ],
  "reputation": {
    "tasks_completed": null,
    "dispute_rate": null,
    "p95_latency_ms": 7262,
    "uptime_30d": 1,
    "onchain_volume_30d_usd": null
  },
  "aix_score": 41,
  "verification": {
    "identity": "none",
    "health": "probe/24h",
    "pricing": "unknown",
    "last_check": "2026-11-09T11:01:04.204Z"
  },
  "pricing_model": "unknown",
  "links": [
    {
      "label": "homepage",
      "url": "https://cueframe.ai/"
    },
    {
      "label": "repository",
      "url": "https://github.com/cueframe-ai/cueframe-mcp"
    }
  ],
  "avatar": "https://github.com/cueframe-ai.png?size=160",
  "socials": [
    {
      "label": "github",
      "url": "https://github.com/cueframe-ai"
    }
  ],
  "profile": {
    "mcp_server": "cueframe",
    "mcp_version": "0.13.4-ea20261031.1",
    "tool_count": 107,
    "tools": [
      {
        "name": "search_registry_items",
        "description": "Discover external registry source candidates through the maintained pinned client. Omit every snapshot field to use the current organization snapshot, or provide registryOrigin, sourceCommit, inventorySha256 and cliArtifactSha256 together. Preserve the exact returned snapshot, item manifest digest, source requirements and unverified upstream preview provenance. Results may be partial; zero compatible candidates in a shortlist does not prove catalog-wide absence. itemType:example lists examples in inventory order; query/tag ranking for examples is unsupported. These are external candidates, not"
      },
      {
        "name": "get_registry_item",
        "description": "Inspect one exact external registry item manifest, including examples. Supply all snapshot fields returned by discovery together, or omit all to inspect current. Unknown upstream metadata is preserved. Inspect actual source and requirements before adaptation; an upstream poster/movie is unverified reference evidence. This read never invokes add/init or executes downloaded source. An example can be inspectable while its init acquisition remains explicitly unsupported."
      },
      {
        "name": "acquire_registry_item",
        "description": "Explicitly acquire a selected external candidate through the pinned maintained installer in disposable staging. Pass body:{snapshot,name,expectedManifestSha256,variables,commandId}; native author sessions supply their replay-stable top-level commandId automatically through the existing adapter. Keep the snapshot and manifest digest exactly as observed. The response owns immutable original/transformed bytes and dependency/installer provenance; it does not execute source, convert arbitrary HTML or mark it CueFrame compatible. Inspect the receipt with get_registry_acquisition, then author through"
      },
      {
        "name": "get_registry_acquisition",
        "description": "Recover an organization-owned immutable acquisition receipt, exact raw/transformed file descriptors, bounded source text and an expiring archive link. Retain the bundle digest and distinguish original upstream bytes, installer transformations and later CueFrame adaptations. Binary/large files are explicitly identified; omitted text is not empty source. Foreign live references refuse. Saved provenance supports owned forks; it never grants compatibility, ownership of another organization’s objects, or a fresh rendered preview."
      },
      {
        "name": "refresh_registry_snapshot",
        "description": "Explicitly refresh external registry metadata: resolve moving main once to a full commit, then capture one coherent fixed inventory/manifest snapshot using the qualified client. Pass body:{commandId,expectedSnapshot,expectedRevision}; both expected values are null only for first selection. Preserve the observed snapshotRevision returned by current discovery and the exact snapshot as the CAS witness. Native author sessions inject their existing replay-stable top-level commandId. Stale head/revision refuses rather than rebasing silently. Refresh does not change customer sources, local forks or t"
      },
      {
        "name": "compare_frames",
        "description": "Compare a certified reference frame with an existing full-resolution PNG preview. Returns unaligned side-by-side and overlay images with exact source identities. Read editorial_run_source for the reference identity and preview_frame then wait_job for the candidate artifact. This call never rerenders or edits the composition. Frame numbers refer to the certified representation; use explicit event correspondence after intentional retiming. Optional views and identical-coordinate crop change only diagnostic evidence."
      },
      {
        "name": "editorial_run_source",
        "description": "Read the certified decode representation for media selected in this project before starting an editorial run. Supply projectId and mediaId; a null representation means this source cannot be pinned. The response omits internal storage paths. Select a bounded range from the returned frameCount and exact fps ratio; do not invent a source identity."
      },
      {
        "name": "editorial_list_briefs",
        "description": "Recover persisted authored briefs for a project. Read bounded pages; pass nextCursor as cursor until done. Brief IDs link to editorial runs."
      },
      {
        "name": "editorial_list_runs",
        "description": "Recover persisted editorial runs for a project in bounded pages. Pass nextCursor as cursor until done, then read each relevant run for its integration decisions and unresolved gaps."
      },
      {
        "name": "editorial_get_run",
        "description": "Read a persisted editorial run, including its revision, state, inputs, outline, selected finding IDs, omitted reasons and unresolved integration gaps. Read findings and evidence separately for complete coverage."
      },
      {
        "name": "editorial_list_evidence",
        "description": "Read delivered evidence and inspection coverage for a run in bounded pages. Pass nextCursor as cursor until done; an empty page does not prove the whole source was inspected."
      },
      {
        "name": "editorial_findings_list",
        "description": "Read durable observations, including useful, nothing-useful and uncertain outcomes, in bounded pages. Pass nextCursor as cursor until done; retain evidence IDs, supersession and uncertainty when recovering decisions."
      },
      {
        "name": "editorial_create_brief",
        "description": "Persist an authored brief for the selected project. The projectId belongs in body.brief; use the returned briefId to start an editorial run."
      },
      {
        "name": "editorial_create_run",
        "description": "Start an editorial run from a persisted brief and explicitly selected certified source ranges. Read editorial_run_source for each project media source first; use its exact identity, revision, frame count and fps ratio. Never invent a source pin or infer inspection from an index."
      },
      {
        "name": "editorial_inspect_source",
        "description": "Deliver one exact decoded source frame as JPEG and save its evidence receipt. Only that sampled frame is visually inspected; preserve the returned evidenceId and coverage."
      },
      {
        "name": "editorial_sample_motion",
        "description": "Deliver bounded sampled motion frames and save their evidence receipt. The sampled frames do not certify continuous visual coverage."
      },
      {
        "name": "editorial_inspect_audio",
        "description": "Deliver a bounded 16 kHz source audio interval and save an audio evidence receipt. The interval must lie inside a certified run input."
      },
      {
        "name": "editorial_inspect_transcript",
        "description": "Deliver at most 100 verified transcript words with their mapped certified decode interval and save a transcript evidence receipt."
      },
      {
        "name": "editorial_findings_append",
        "description": "Persist one evidence-backed observation. A nothing_useful outcome may cover only what the cited evidence actually inspected; sparse stills do not certify an unsampled interval."
      },
      {
        "name": "editorial_integrate",
        "description": "Save selected finding IDs, explicit omitted reasons and unresolved gaps with the observed run revision. Read the run and findings before deciding."
      },
      {
        "name": "editorial_apply",
        "description": "Commit an integrated editorial edit to the saved project composition with both runExpectedRevision and guarded composition fields. Preserve the observed concurrency basis and the composition journal identity: nested composition.commandId must equal composition.clientId + \":\" + composition.sequence. The session call commandId is a separate HTTP request identity."
      },
      {
        "name": "compose",
        "description": "Start an async Director compose job: it authors an ensemble of full composition candidates, verifies each, and saves the winner to the project. Body must set EXACTLY ONE source (mutually exclusive): `briefId` — author FROM a persisted Brief (the PLANNED path: create_brief first; every Brief field is honored or the compose is refused loudly naming the field); `fromComposition: true` — author from the project's CURRENT composition (the GENERAL path: seed it with apply_composition first — your media clips are the intent, and any graphics you authored are CARRIED VERBATIM as locked clips the Direc"
      },
      {
        "name": "apply_composition",
        "description": "Atomically apply an array of CompositionOps to a project composition. All ops succeed or none do (transactional). Call describe_composition_ops without type for the compact operation list, then with a type for its exact JSON Schema. For negotiated component execution, read get_composition with componentExecutionVersions=[\"3\",\"4\"] and includeDependencies=\"true\", then send componentExecutionVersions:[3,4] and that exact expectedBrandIdentity. A changed brand refuses the command; never refresh the witness to conceal a conflict. Explicit builtinSources selectors attach only the approved exact sour"
      },
      {
        "name": "validate_composition",
        "description": "Dry-run a full Composition object against the SAME pure, DB-free authoring guards saveComposition enforces, WITHOUT persisting it (no project needed). Checks: wire shape (Zod), primitive membership (unknown_primitive / custom_missing_sourcecode), required-param shape (invalid_primitive_params), clip↔track family (clip_source_track_mismatch), and reframe coverage (reframe_coverage_gap). Always returns ONE shape — 200 { valid, errors, quote } — for BOTH malformed wire shapes and deep-invariant failures (so branch on `valid`, not on HTTP status); errors[] lists every problem at once as a sanitize"
      },
      {
        "name": "create_render",
        "description": "Queue an MP4 render of a project's composition (in a compose session, the session's scratch). Returns { id (renderId), status, warnings? } — `warnings[]` carries non-fatal advisories (omitted when none). The render themes from the project's brand kit (bind one via create_project / update_project with brandKitId — or PATCH /projects/:id over REST; without one the output is unbranded). Then call wait_job(kind=\"render\", id=renderId, projectId=...) to block until the file is ready and get the download URL, or register a webhook (create_webhook on render.completed — status rides the payload)."
      }
    ],
    "profiled_at": "2026-11-09T11:01:04.204Z"
  },
  "unreachable": false,
  "payment_method": "oauth"
}