How do I install the Vidseeds Thumbnails skill?

Run npx skillmds@latest add concertonotes/vidseeds-thumbnails in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Vidseeds Thumbnails safe to use?

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Which AI agents work with Vidseeds Thumbnails?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Vidseeds Thumbnails free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Vidseeds Thumbnails?

ConcertoNotes (@concertonotes) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Vidseeds Thumbnails by concertonotes

Name: Vidseeds Thumbnails
Rating: 4.2 (5 reviews)
Author: ConcertoNotes

Vidseeds Thumbnails

Use for VidSeeds MCP thumbnail workflows — generate, poll jobs, edit, restyle, Thumbnail Studio (trends, briefs, subjects, overlay text), apply to a project, publish to YouTube, or thumbnails from a local video file via vidseeds-local.

ConcertoNotes Updated Sep 8, 2026 0 repo stars

File contents

Thumbnails (MCP)

Quick generate → retrieve

vidseeds_get_seed_balance (free).
vidseeds_generate_thumbnail → jobId, expectedCostSeeds; poll vidseeds_get_thumbnail_job every ~3s (~70–100s typical). Price per image uses model-specific seeds (Gemini 7, OpenAI 11, Grok 3); see get_seed_balance.
vidseeds_get_thumbnail or vidseeds_list_thumbnails for URLs/ids.
Optional: vidseeds_download_thumbnail_bundle for a packaged download.

Edit pricing (2026-06 correct): vidseeds_edit_thumbnail (and restyle) charges model-specific seeds; edits that reference an input image cost more than pure generation (input + output). Check vidseeds_get_seed_balance for current per-model rates before calling. Always confirm with user.

Edit or restyle an existing thumbnail

vidseeds_edit_thumbnail — chat-style edit (async job; poll per tool response).
vidseeds_restyle_thumbnail — style transfer on an existing asset.

Attach to a project

vidseeds_apply_thumbnail_to_project with projectId and the generated thumbnail id.

Publish thumbnail to YouTube

vidseeds_publish_thumbnail_to_youtube when the video is on a connected channel (see vidseeds-publishing for connections).
Bulk YouTube limit: YouTube rate-limits custom-thumbnail uploads separately from VidSeeds.ai seeds/MCP quota. For bulk replacements, plan no more than about 100 thumbnail uploads per connected YouTube channel/account per rolling 24 hours. If YouTube returns uploadRateLimitExceeded / "too many thumbnails recently", stop the batch, persist the next video id, and resume later.

Thumbnail Studio (research → brief → generate)

Use when you want data-informed creative direction:

Step	Tool
Trends in niche	`vidseeds_get_thumbnail_trends`
Niche detection	`vidseeds_detect_thumbnail_niche`
Frame analysis (from video refs)	`vidseeds_analyze_thumbnail_frames`, `vidseeds_select_best_thumbnail_frame`
Creative brief	`vidseeds_build_thumbnail_brief`
Subject ideas	`vidseeds_suggest_thumbnail_subjects`
Overlay copy options	`vidseeds_generate_thumbnail_overlay_texts`
Style profiles	`vidseeds_get_thumbnail_style_profiles`, `vidseeds_save_thumbnail_style_profile`
Visual audit / CTR sim	`vidseeds_audit_thumbnail_visual`, `vidseeds_simulate_ctr`
Custom upload	`vidseeds_upload_custom_thumbnail`

Then run vidseeds_generate_thumbnail (or from-video flow below) with prompts/refs from the brief.

Local source video (file on disk only)

The hosted server cannot read the user's filesystem.

Configure vidseeds-local stdio MCP (see plugin README; env VIDSEEDS_API_KEY or PAT).
vidseeds_generate_thumbnail_from_video on the local server — probes/transcribes/extracts frames locally, then calls the hosted pipeline.

Alternatively, extract frames locally with vidseeds_extract_video_frames (see vidseeds-local-video) and pass base64 frames into vidseeds_generate_thumbnail.

From an existing YouTube video (hosted)

vidseeds_generate_thumbnail_from_video (hosted) when the video is addressable via allowed CDN URLs / account-owned assets — check tool description for inputs.

Learning / preferences

vidseeds_record_thumbnail_preference, vidseeds_get_thumbnail_learning_status — optional feedback loop for repeat creators.

---name: vidseeds-thumbnailsdescription: Use for VidSeeds MCP thumbnail workflows — generate, poll jobs, edit, restyle, Thumbnail Studio (trends, briefs, subjects, overlay text), apply to a project, publish to YouTube, or thumbnails from a local video file via vidseeds-local.---# Thumbnails (MCP)## Quick generate → retrieve1. `vidseeds_get_seed_balance` (free).2. `vidseeds_generate_thumbnail` → `jobId`, `expectedCostSeeds`; poll `vidseeds_get_thumbnail_job` every **~3s** (~70–100s typical). Price per image uses model-specific seeds (Gemini 7, OpenAI 11, Grok 3); see get_seed_balance.3. `vidseeds_get_thumbnail` or `vidseeds_list_thumbnails` for URLs/ids.4. Optional: `vidseeds_download_thumbnail_bundle` for a packaged download.**Edit pricing (2026-06 correct):** `vidseeds_edit_thumbnail` (and restyle) charges model-specific seeds; edits that reference an input image cost more than pure generation (input + output). Check `vidseeds_get_seed_balance` for current per-model rates before calling. Always confirm with user.## Edit or restyle an existing thumbnail- `vidseeds_edit_thumbnail` — chat-style edit (async job; poll per tool response).- `vidseeds_restyle_thumbnail` — style transfer on an existing asset.## Attach to a project- `vidseeds_apply_thumbnail_to_project` with `projectId` and the generated thumbnail id.## Publish thumbnail to YouTube- `vidseeds_publish_thumbnail_to_youtube` when the video is on a connected channel (see `vidseeds-publishing` for connections).- **Bulk YouTube limit:** YouTube rate-limits custom-thumbnail uploads separately from VidSeeds.ai seeds/MCP quota. For bulk replacements, plan **no more than about 100 thumbnail uploads per connected YouTube channel/account per rolling 24 hours**. If YouTube returns `uploadRateLimitExceeded` / "too many thumbnails recently", stop the batch, persist the next video id, and resume later.## Thumbnail Studio (research → brief → generate)Use when you want data-informed creative direction:| Step | Tool || -------------------------------- | -------------------------------------------------------------------------------- || Trends in niche | `vidseeds_get_thumbnail_trends` || Niche detection | `vidseeds_detect_thumbnail_niche` || Frame analysis (from video refs) | `vidseeds_analyze_thumbnail_frames`, `vidseeds_select_best_thumbnail_frame` || Creative brief | `vidseeds_build_thumbnail_brief` || Subject ideas | `vidseeds_suggest_thumbnail_subjects` || Overlay copy options | `vidseeds_generate_thumbnail_overlay_texts` || Style profiles | `vidseeds_get_thumbnail_style_profiles`, `vidseeds_save_thumbnail_style_profile` || Visual audit / CTR sim | `vidseeds_audit_thumbnail_visual`, `vidseeds_simulate_ctr` || Custom upload | `vidseeds_upload_custom_thumbnail` |Then run `vidseeds_generate_thumbnail` (or from-video flow below) with prompts/refs from the brief.## Local source video (file on disk only)The **hosted** server cannot read the user's filesystem.1. Configure **vidseeds-local** stdio MCP (see plugin README; env `VIDSEEDS_API_KEY` or PAT).2. `vidseeds_generate_thumbnail_from_video` on the local server — probes/transcribes/extracts frames locally, then calls the hosted pipeline.Alternatively, extract frames locally with `vidseeds_extract_video_frames` (see `vidseeds-local-video`) and pass base64 frames into `vidseeds_generate_thumbnail`.## From an existing YouTube video (hosted)- `vidseeds_generate_thumbnail_from_video` (hosted) when the video is addressable via allowed CDN URLs / account-owned assets — check tool `description` for inputs.## Learning / preferences- `vidseeds_record_thumbnail_preference`, `vidseeds_get_thumbnail_learning_status` — optional feedback loop for repeat creators.

Frequently asked questions