Ai Visibility
Gives Claude six MCP tools to track how your brand shows up in ChatGPT, Perplexity, Claude, and Gemini responses. You can run check_brand_visibility to get mention rates, positioning, and sentiment across all platforms, or use check_single_query to test specific prompts on individual AIs. The compare_brands tool benchmarks you against up to 10 competitors, while get_visibility_score returns a 0-100 rating based on mention frequency, position quality, and sentiment. Recommendations are prioritized and actionable. Uses seeded randomness for reproducible results. This is the MCP interface to an open source alternative to paid AI visibility tools like Otterly and AthenaHQ.
- GitHub stars
- 6
- tools
- 6
- transport
- STDIO
- last updated
- Mar 21, 2026
Tools
6 toolsPublic tool metadata for what this MCP can expose to an agent.
check_brand_visibilityCheck a brand's visibility across AI platforms with detailed per-platform results, mention rates, positions, sentiment, and competitor analysis
Check a brand's visibility across AI platforms with detailed per-platform results, mention rates, positions, sentiment, and competitor analysis
No parameter schema in public metadata yet.
check_single_queryCheck brand mention for a specific query on a specific platform — get mention status, position, context snippet, and sentiment
Check brand mention for a specific query on a specific platform — get mention status, position, context snippet, and sentiment
No parameter schema in public metadata yet.
get_visibility_scoreCalculate overall AI visibility score (0-100) with tier rating, per-platform breakdowns, and improvement recommendations
Calculate overall AI visibility score (0-100) with tier rating, per-platform breakdowns, and improvement recommendations
No parameter schema in public metadata yet.
compare_brandsCompare visibility of 2-10 brands side by side with ranked results and per-platform scores
Compare visibility of 2-10 brands side by side with ranked results and per-platform scores
No parameter schema in public metadata yet.
get_recommendationsGet prioritized, actionable recommendations to improve AI visibility based on current score
Get prioritized, actionable recommendations to improve AI visibility based on current score
No parameter schema in public metadata yet.
list_platformsList all supported AI platforms with details on how each sources and presents brand information
List all supported AI platforms with details on how each sources and presents brand information
No parameter schema in public metadata yet.
Sponsors
Agent CaffeineSponsoredClose your lid, come back to finished work
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WaxSponsoredBlock anything with supervision, without erasing your iPhonePromote your product hereReach 125k+ visitors monthly
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Details
- Repository
- github.com/sharozdawa/ai-visibility
- Category
- AI & LLM Tools
- Package
ai-visibility-mcp- Transport
- STDIO
- Registry
- MCP registry, active
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