vidseeds-analytics · diff
git:20260527.80a7c74 to git:20260704.a8cc11f
6 added, 5 removed. Audit A to A.
---
name: vidseeds-analytics
- description: Use for VidSeeds MCP analytics and research — YouTube analytics, channel intelligence, video autopsy, outliers, competitors, trending/breakout discovery, keyword research, comment sentiment, and best-practices tools. Outcomes only; not internal scoring details.
+ description: Use for VidSeeds MCP analytics and research - YouTube analytics, channel intelligence, video autopsy, outliers, competitors, trending/breakout discovery, keyword research, comment sentiment, and best-practices tools. Outcomes only; not internal scoring details.
+ license: MIT
---
# Analytics & intelligence (MCP)
- Map the user's question to a tool — then read the tool `description` for inputs and seed cost.
+ Map the user's question to a tool - then read the tool `description` for inputs and seed cost.
## YouTube account data
| Goal | Tool |
| ----------------------- | ------------------------------------------------------------------------------ |
| Connected channels | `vidseeds_get_youtube_channels` |
| Channel/video analytics | `vidseeds_get_youtube_analytics` |
| Playlists | `vidseeds_get_channel_playlists` |
| Transcript / captions | `vidseeds_get_youtube_video_transcript`, `vidseeds_get_youtube_video_captions` |
## Channel intelligence (deep profile)
| Goal | Tool |
| ------------------ | ------------------------------------------ |
| Run analysis | `vidseeds_analyze_channel_intelligence` |
| Poll status | `vidseeds_get_channel_intelligence_status` |
| Read cached result | `vidseeds_get_channel_intelligence_cache` |
| Narrative insights | `vidseeds_generate_channel_insights` |
| Author voice | `vidseeds_analyze_author_voice` |
Pass `channelId` when multiple YouTube connections exist.
## Single-video diagnosis
| Goal | Tool |
| --------------------------- | ------------------------------------ |
| Deep dive on one video | `vidseeds_analyze_video_autopsy` |
| Best-practices check | `vidseeds_get_video_best_practices` |
| Sponsor integrations | `vidseeds_scan_sponsor_integrations` |
| Retention curve (simulated) | `vidseeds_simulate_retention_curve` |
## Competitive & market context
| Goal | Tool |
| -------------------- | --------------------------------- |
| Compare channels | `vidseeds_compare_competitors` |
| Outlier videos | `vidseeds_detect_outliers` |
| Public channel audit | `vidseeds_audit_public_channel` |
| Realtime anomalies | `vidseeds_get_realtime_anomalies` |
## Discovery & research
| Goal | Tool |
| -------------------- | ------------------------------------------------------------------------- |
| Keywords | `vidseeds_keyword_research` |
| Trending videos | `vidseeds_get_trending_videos` |
| Breakout channels | `vidseeds_get_breakout_channels` |
| Bulk video metadata | `vidseeds_get_bulk_video_metadata` |
| Bulk channel lookup | `vidseeds_get_channels_by_ids` |
| Channel video list | `vidseeds_list_channel_videos` |
| Video stats history | `vidseeds_get_video_stats_history` |
| View curve | `vidseeds_get_channel_view_accumulation_curve` |
| Video comments | `vidseeds_get_video_comments` |
| Analytics dimensions | `vidseeds_get_available_analytics_dimensions` |
| Comment sentiment | `vidseeds_get_comment_sentiment` |
| Video ideas | `vidseeds_generate_video_ideas` (and related ideas tools in `tools/list`) |
## SEO experiments
- - `vidseeds_generate_seo_title_experiments` — title variants for testing.
+ - `vidseeds_generate_seo_title_experiments` - title variants for testing.
## Copilot / assistant (Q&A)
- - `vidseeds_get_copilot_response` — channel-aware answers.
- - Assistant threads: `vidseeds_list_assistant_conversations`, `vidseeds_get_assistant_conversation`, `vidseeds_send_assistant_message`, `vidseeds_confirm_assistant_suggestion` — see tool descriptions for collab flows.
+ - `vidseeds_get_copilot_response` - channel-aware answers.
+ - Assistant threads: `vidseeds_list_assistant_conversations`, `vidseeds_get_assistant_conversation`, `vidseeds_send_assistant_message`, `vidseeds_confirm_assistant_suggestion` - see tool descriptions for collab flows.
## After research → action
Typical handoff:
1. Intelligence or autopsy → refine metadata via `vidseeds-projects`.
2. Trends/keywords → thumbnail brief via `vidseeds-thumbnails`.
3. Public audit → user decides positioning; no automatic publish.
Always run `vidseeds_get_seed_balance` before batch intelligence calls.