Ai Visibility
by sharozdawacommunityv1.0.0
8
This MCP server tracks brand visibility across multiple AI platforms, providing insights on mentions, sentiment, and competitor analysis.
From the registry: Track brand visibility across ChatGPT, Perplexity, Claude, and Gemini.
Install & configure
Install in your client
Paste into the AI you're chatting with — it will figure out the rest
Please install the `ai-visibility` MCP server into my current AI client (that's you).
Canonical MCP server config (stdio transport):
- command: `npx`
- args: ["-y","ai-visibility-mcp"]
Note: Tracks brand visibility across ChatGPT, Perplexity, Claude, Gemini. Uses seeded randomness for reproducible results.
Add this MCP server to my current client's config in the correct format for you. If you need secrets or credentials I haven't provided, ASK me — do not invent values or leave raw placeholders. After adding it, tell me how to verify the server is connected.Note: Tracks brand visibility across ChatGPT, Perplexity, Claude, Gemini. Uses seeded randomness for reproducible results.
Tools (6)
check_brand_visibility
Check a brand's visibility across AI platforms with detailed per-platform results, mention rates, positions, sentiment, and competitor analysis.
check_single_query
Check brand mention for a specific query on a specific platform — get mention status, position, context snippet, and sentiment.
get_visibility_score
Calculate overall AI visibility score (0-100) with tier rating, per-platform breakdowns, and improvement recommendations.
compare_brands
Compare visibility of 2-10 brands side by side with ranked results and per-platform scores.
get_recommendations
Get prioritized, actionable recommendations to improve AI visibility based on current score.
list_platforms
List all supported AI platforms with details on how each sources and presents brand information.
Environment variables
DATABASE_URLrequiredDatabase connection string for the web dashboard.Packages
ai-visibility-mcp
npmv1.0.0transport: stdio
Details
- Language
- TypeScript
- License
- MIT
- Released
- Mar 21, 2026
- Last commit
- Mar 22, 2026
- Registry name
- io.github.sharozdawa/ai-visibility