"Understanding and Processing Videos" matching MCP tools:

• plan_file_info

  PlanExe

  Returns file metadata (content_type, download_url, download_size, expires_at) for the report or zip artifact. Use artifact='report' (default) for the interactive HTML report (~700KB, self-contained with embedded JS for collapsible sections and interactive Gantt charts — open in a browser). Use artifact='zip' for the full pipeline output bundle (md, json, csv intermediary files that fed the report). While the task is still pending or processing, returns {ready:false,reason:"processing"}. Check readiness by testing whether download_url is present in the response. Once ready, present download_url to the user or fetch and save the file locally. Download URLs expire after 15 minutes (see expires_at); call plan_file_info again to get a fresh URL if needed. Terminal error codes: generation_failed (plan failed), content_unavailable (artifact missing). Unknown plan_id returns error code PLAN_NOT_FOUND.

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• async_tasks_get

  Roboflow (Official)

  Poll an async task by id. Poll every 5 seconds; processing may take up to 30 seconds to start. Returns `{ taskId, status, progress, result?, error? }`. `status` is one of `created`, `running`, `completed`, `failed`.

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• postly_get_publishing_activity

  Postly MCP

  Use this whenever a user asks how many posts were published today, yesterday, this week, or in another date range, or asks what is queued/processing after publishing. This counts actual published delivery receipts separately from queued or processing posts, so do not describe queued posts as published.

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• ask_video

  Reka

  Ask a question about one or more videos with visual analysis. Most effective on focused time ranges — use start/end to specify the segment to analyze. BEFORE calling this tool, read the reka://docs/guide resource for recommended workflows. In most cases, you should first: - search_videos to find WHEN something happens, then pass those timestamps here as start/end - segment_video to detect and locate specific objects - get_transcript to read what was said For single-video questions, pass video_id with start/end. For cross-video questions, pass videos — a list of video references with start/end each. For follow-up questions, pass conversation_id from the previous response. You can add start/end to drill into a specific moment while keeping the conversation context. Requires qa_only or full pipeline.

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• atlas_start_fit_rank

  CareerProof MCP

  Start an async rank of multiple candidates against a job description (8 credits). Returns task_id and analysis_id. Poll with careerproof_task_status, then fetch result with careerproof_task_result (result_type='fit_rank'). Requires context_id from atlas_list_contexts, candidate_ids from atlas_list_candidates (minimum 2), and jd_text. For async batch processing with more detail, use atlas_start_jd_fit_batch instead.

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• get_knowledge_stats

  mcp-klever-vm

  Get summary statistics of the Klever VM knowledge base. Returns total entry count, counts broken down by context type (code_example, best_practice, security_tip, etc.), and a sample entry title for each type. Useful for understanding what knowledge is available before querying.

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• validate_cuil

  MCP LatAm Tools

  Validates an Argentine CUIL (Código Único de Identificación Laboral) using the official ANSES checksum algorithm. CUIL is the labor identification number assigned to all workers and employees in Argentina. Use this tool when processing Argentine payroll, employment contracts, social security forms, HR onboarding, or any document requiring a valid Argentine labor identifier. The validation algorithm is identical to CUIT. Returns whether the CUIL is valid and the cleaned CUIL.

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• ceevee_get_report

  CareerProof MCP

  Get report status and metadata (without PDF). Returns status (pending/processing/completed/failed), title, type, inputs, and summary. This is the polling tool for ceevee_generate_report — call every 30 seconds, up to 40 times (20 min max). When status='completed', download PDF with ceevee_download_report(report_id). If status='failed', relay error_message. If still processing after 40 polls, stop and give the user the report_id to check later. Free.

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• hasdata_google_maps_photos_getMapPhotos

  HasData

  Get Place Photos Fetches the photo gallery of a Google Maps place by dataId or placeId, paginated with nextPageToken and filterable by categoryId (all, latest, menu, by owner, videos, street view). Returns each photo with image URL, thumbnail, upload date, uploader, and photoId. Use for restaurant-menu extraction, venue/ambience visual audits, building rich place detail pages, and sourcing up-to-date imagery for POI listings.

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• parliament_search_hansard

  UK Legal Research

  Search Hansard for parliamentary debates, questions, and speeches. Returns contributions from MPs and Lords including date, party, debate title, and text (capped at 3000 chars per contribution). Useful for understanding legislative intent or political context.

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• validate_cuil

  LatAm Business Tools

  Validates an Argentine CUIL (Código Único de Identificación Laboral) — the labor identification number for individuals in Argentina, used for employment records and social security (ANSES). Uses the same weighted modulo-11 checksum as CUIT. Returns { valid: boolean, cuil: string } or { valid: false, reason: string }. Use when processing Argentine payroll, employment contracts, or any social security compliance workflow.

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• x711_code_sandbox

  x711 — Universal Agent Gas Station

  Execute JavaScript or Python code in an isolated sandbox. Use for: data processing, math, CSV parsing, JSON transformation, crypto calculations, algorithm testing. Secure — no filesystem access, no network. Returns: { output: string, runtime_ms: number, language: string }. Requires API key.

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• validate_cuit

  MCP LatAm Tools

  Validates an Argentine CUIT (Código Único de Identificación Tributaria) using the official AFIP checksum algorithm. CUIT is used by companies, self-employed workers, and other entities for tax purposes. Use this tool when processing Argentine invoices, supplier registrations, B2B transactions, or any document requiring a valid Argentine tax identifier. Accepts CUIT with or without formatting (dashes). Returns whether the CUIT is valid, the entity type detected, and the cleaned CUIT.

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• delete_request

  Ssemble AI Clipping

  Permanently delete a short creation request and all generated videos. Credits are NOT refunded. This action is irreversible.

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• get_list_status

  machfive

  Check the processing status of a lead list. Use this to POLL after calling generate_batch. Call every 15-30 seconds until processing_status is 'completed' or 'failed'. When completed, call export_list. When failed, submit a new batch.

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• youfiliate_get_migration_status

  Youfiliate Smart Links

  Get the status and progress of a specific migration. Returns detailed status including videos processed, links created, and any errors. Does NOT modify any data. Common errors: - Migration not found: check the ID or use `youfiliate_list_migrations`.

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• sieve_dataroom

  Sieve

  List all documents in a deal's data room. Shows what files and content have been uploaded for a deal, along with their processing status. Args: deal_id: The deal ID (from sieve_deals or sieve_dataroom_add).

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• scope.definition.create

  FreelanceOS

  Define and persist the agreed project scope with deliverables, boundaries, and exclusions. Use this tool when starting a new project or immediately after a proposal is accepted by the client to establish a clear, shared understanding of what will be built.

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• echosaw_check_job_status

  mcp-server

  Retrieve the current processing state of an Echosaw analysis job. This tool uses server-side long-polling — it holds the connection for up to 25 seconds, checking for completion internally, so you do not need to poll repeatedly. Call once and wait for the response.

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• transcode_video

  FFmpeg Micro

  Create a video transcode job on FFmpeg Micro. Accepts one or more input videos (gs:// or https://) and an output format. Returns immediately with a queued job — use `get_transcode`, `list_transcodes`, or `transcode_and_wait` to follow progress.

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