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omniseek_view

Render document figures, image URLs, or video frames into image blocks for direct visual inspection. Retrieve and view visual content from files, links, or videos.

Instructions

SEE with your own vision, IN-BAND — document figures, loose image URLs, or video frames. ONE verb; kind="auto" picks the branch (or force it with kind=document|images|video).

ROUTING (kind="auto"): a document path/extension (.pdf/.pptx/.docx/.xlsx/…, as in omniseek_read) → DOCUMENT figures; a video URL (youtube/bilibili/douyin host or a .mp4/.webm/.mov suffix) → VIDEO frames; otherwise → loose IMAGE URLs (target may be a comma-separated URL list). The images come back as image content you can look at directly (no download/scp dance); OmniSeek only renders the pixels, what they MEAN is yours to read.

WHICH PARAMS BELONG TO WHICH KIND: • document: sections (comma-separated slide/page numbers to pull, "" = all), names (comma-separated exact image names from the omniseek_read outline media[].name), max_images (full-res cap; a wider selection falls back to a contact sheet). THE TWO-STEP: first omniseek_read to get the outline (which slides/pages hold images), then call this — with NO sections/names you get a CONTACT SHEET (every image a labeled thumbnail tiled into one montage; triage ~30 for the cost of one), then pull the few that matter full-res by sections="8,15" or names="s08_02_image.png". Covers pptx / pdf / docx (the image-bearing formats); text formats return a note. render_pages="8,15" is the COMPLEMENT (PDF): it renders those WHOLE pages to images, the channel for a page whose substance is VECTOR figures / dense tables / a layout carrying NO embedded raster (where sections/names find nothing). This is how you READ a visual page you cannot trust as parsed text: route to the doc, omniseek_read for the page you want, then render + see it with your own vision. • images: target = image URLs comma/space/newline separated (paste a walled post's media[] list — xiaohongshu / zhihu note images, where the 干货 often lives). max_images caps per call. • video: start / duration (optional slice: "8:30", "90", "1:02:30"; default the whole video, capped at 30 min), n (frames to sample, default 12, max 24). The VISUAL half of omniseek_transcribe: its on-screen slides / diagrams / code / charts as ONE labeled contact sheet (a timestamp under each frame). Pair with omniseek_transcribe on the same slice for BOTH halves. (bilibili frames ride the same activated playurl session as bilibili audio — the ASR path's visual sibling.)

Returns image content blocks: document = [contact-sheet montage + legend] or [manifest + one block per figure]; images = [manifest + one block per URL that loaded]; video = [contact-sheet + timestamp legend]. Or an error / honest "nothing to show" note.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
nNo
kindNoauto
namesNo
startNo
targetYes
durationNo
sectionsNo
max_imagesNo
render_pagesNo
contact_sheetNo

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observedv0.2.0

TDQS

A4.9/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description carries the full burden of disclosing behavior. It does so comprehensively: return block shapes per kind, contact sheet fallback behavior, max_images caps, 30-minute video cap, text-format note, bilibili session sharing, and an honest 'nothing to show' error note. No contradictions exist.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is long but every section earns its place given three modes and ten parameters. It is front-loaded with a one-line summary, then routing, then per-kind parameter details, then return format. Headers and bullet-like lines make it easy to scan despite length.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a complex multi-mode tool with no output schema and no annotations, the description is remarkably complete. It covers all three input kinds, per-kind parameter behavior, return formats, fallbacks, limits, error handling, and relationships to sibling tools like omniseek_read and omniseek_transcribe. The only minor omission is contact_sheet's explicit role as a boolean flag.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0%, so the description compensates by explaining target, kind, sections, names, max_images, render_pages, start/duration, and n in context. However, the contact_sheet boolean parameter is never explicitly defined as a parameter; it is only implied through phrases like 'you get a CONTACT SHEET.' This is a minor but clear gap.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description opens with a clear one-line statement of what the tool does: 'SEE with your own vision, IN-BAND — document figures, loose image URLs, or video frames.' It then breaks out three distinct modes (document, images, video) and explicitly contrasts with related tools like omniseek_read and omniseek_transcribe, so an agent can distinguish it from siblings.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Extremely explicit routing rules are given for kind='auto' with file extensions and host names. It describes when to use the two-step process (omniseek_read first), when to use render_pages instead of sections/names, and when to pair with omniseek_transcribe for video. This is far beyond 'use when you need to view visual content.'

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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