10 actions in 9 pieces of software · ranked by words, meaning and measured trust · 674 ms
- 1SEO Experts MCPfound in code, not yet checkedno passport yet
- get_expert_pov
Get a specific SEO expert's signature point of view and where their corpus is rich vs thin. Use before representing their view.
- get_expert_pov
- 2oswrightfound in code, not yet checkedno passport yet
- perception_stats
Report how much perception work has been avoided. Covers incremental scanning, remembered screens, and predicted actions.
- perception_stats
skillagricidaniel/claude-seorecord
- seo-sxo
Diagnose search-experience and intent mismatches using SERP page types, user stories, and persona scoring. Use when ranking problems appear intent- or layout-driven.
- seo-sxo
- 4SEO Intellect MCPfound in code, not yet checkedno passport yet
- semantic
Analyze a domain's visible keyword semantics.
- semantic
- 5video-perceptionfound in code, not yet checkedno passport yet
MCP serveropus-pro/video-perception
- video_perception_doctor
Verify Video Perception core tools and live local provider services. Read-only; does not repair or install.
- video_perception_validate_extension
Validate a provider, strategy, or knowledge pack inside the workspace without executing provider code.
- video_perception_doctor
- 6UI Perception Enginefound in code, not yet checkedno passport yet
- stop_perception
End the current perception session and return its summary (tick counts, anomalies, escalations, intent results, VLM cost). Does NOT stop watch — keyframe capture continues for non-perception consumers. If no session is running, returns the previous session's summary if available.
- stop_perception
skillarpowers/botrecord
- seo
SEO research via DataForSEO API
- seo
- 8SEO Performance MCPfound in code, not yet checkedno passport yet
- bing_quick_wins
- 9io.github.SEODesignLab/seo-toolsfound in code, not yet checkedno passport yet
- serp_analysis
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.