Triggered for long videos (30+ minutes), whether a single file or a directory of multiple videos. Vision-language MCP tools designed for efficient reading and semantic analysis of long videos (30+ minutes), supporting memory construction and semantic search.
Conduct video-based deep research: deeply read one video, investigate text and visual anchors using external articles, papers, images and watched related videos, independently check comparisons and dated claims, and deliver an illustrated, source-cited…
Build and query persistent stateful audio-visual memory for long videos, including people, speaker-attributed dialogue, paralinguistics, non-speech sound, events, semantic facts, and selective source-clip replay.
Turn local music, an existing music caption, or a validated storyboard into an MV: analyze music for visual planning, author or validate a timed storyboard, generate or resume image and video assets, assemble the final MV, or diagnose an existing Music2MV…
Generate step-by-step math problem-solving tutorial videos in Chinese (Mandarin). Use when: (1) a user provides a math problem and wants an explanation video, (2) someone says "make a math tutorial", "explain this equation", "create a teaching video for this…
Understand images, video, and audio using hosted or self-hosted model services through MCP tools. Use for visual questions, OCR, object grounding, speech transcription, speaker diarization, timestamped captions, event localization/counting, music captioning,…
Read and visualize any file — images, video, documents, code, data, 3D models, and more — with MCP tools. Use when the agent needs to inspect file contents or media metadata, crop an image, draw bounding boxes, or save document pages and video frames.
Inspect local NIfTI (.nii/.nii.gz) header metadata or render slices with shared intensity normalization and window presets. Use for checking volume geometry, NIfTI viewing, choosing slices or windows, and verifying effective display settings.
Reason about distance, size, orientation, relative position, camera motion, and object counts in images and video. Ground objects and estimate their depths, then use stateless geometry tools to compute and inspect a coarse scene.
Operate physical hardware (cameras, sensors, lamps, arms, lab equipment) through Model Hardware Standard adapters — mhs_discover (what devices exist), mhs_meta_info (what one device can do and its safety limits), mhs_read (sensor values, camera frames),…
Convert a local tutorial, lesson, demonstration, or screen recording into an illustrated PDF note using Omni audio-video understanding and visual evidence.
Create a new Agent Skill from a teaching video, screen recording, or demonstration. Reads the recording as one audio-visual timeline — what is shown and what is said, time-aligned — then writes a SKILL.md plus the frames, clips, and audio a consumer needs.…
Turn an existing movie or long-form video into a finished narrated commentary cut: build complete chronological Omni evidence, author a grounded narration plan, render resumable shards with subtitles and source audio, assemble them, or resume and diagnose an…
Translate an existing video's speech and optionally produce a speaker-preserving dubbed video: analyze speech and visible subtitles, author a timed translation plan, synthesize reference-guided voices, replace the vocal track, resume an existing project, or…
Analistas de investigación de mercados y especialistas en marketing
descripción
Web search and page extraction MCP tools (Serper, Exa, Tavily, or Serply) plus Serper Lens reverse-image search for confirming facts — web_search (find facts), web_extractor (read a page in depth), image_search (reverse-search a frame to identify an entity).…
Editing-director skill that OWNS every video task built from EXISTING REAL FOOTAGE the user supplies (vlog, montage, intro, recap, eating/travel/family edits, style replication, compositing, subtitles, voiceover, B-roll). When footage files are the input, use…
Use whenever a task involves building or editing a 3D scene or asset in Blender — modeling, characters/people, architecture/interiors, terrain/landscapes, props, materials, lighting, or rendering. Covers discovering installed add-ons, using generators,…
Use whenever a task involves parametric CAD in FreeCAD — modeling parts and assemblies, editing object properties, technical drawings, importing/exporting STEP/STL/OBJ/DXF, PDF/Excel reports from a model, or finite-element (FEM/CalculiX) analysis. Requires a…
Example/template capability — a minimal MCP server whose demo tools (echo, make_swatch, make_film_strip, describe, config_probe) show how a Qwen-MM-Plugins capability is structured: the content-return shapes, calling an API, reading env/config, and composing…