Analytics & intelligence (MCP)
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.
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.
After research → action
Typical handoff:
- Intelligence or autopsy → refine metadata via
vidseeds-projects. - Trends/keywords → thumbnail brief via
vidseeds-thumbnails. - Public audit → user decides positioning; no automatic publish.
Always run vidseeds_get_seed_balance before batch intelligence calls.