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AI Visibility

Track brand visibility across ChatGPT, Perplexity, Claude, and Gemini.

Connector by sharozdawa · GitHub account verified by the MCP Registry

IndexedMITLocal (stdio)★ 11
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Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/sharozdawa-ai-visibility

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Track brand visibility across ChatGPT, Perplexity, Claude, and Gemini.

Reviews

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Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools
6 read · 0 write · 0 deleteRead-only
Secrets
None asked for
Install scripts
Not scanned yet
Runs as
Node.js package

Tools by what they do 6

Read from the source code; the running server may list different tools.

Read 6 · Look things up without changing anything.

  • check_brand_visibility
  • check_single_query
  • compare_brands
  • get_recommendations
  • get_visibility_score
  • list_platforms

Tools (6)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • check_brand_visibility

    Check a brand's visibility across AI platforms (ChatGPT, Perplexity, Claude, Gemini). Simulates realistic queries and analyzes mention rates, positions, sentiment, and competitor landscape.

  • check_single_query

    Check if a brand is mentioned for a specific query on a specific AI platform. Returns mention status, position, context snippet, sentiment, and competitor mentions.

  • compare_brands

    Compare the AI visibility of multiple brands side by side. Shows per-platform scores, overall rankings, and relative strengths.

  • get_recommendations

    Get actionable recommendations to improve a brand's AI visibility. Prioritized suggestions based on current score and industry best practices.

  • get_visibility_score

    Calculate an overall AI visibility score (0-100) for a brand across all four AI platforms. Includes per-platform breakdowns and improvement recommendations.

  • list_platforms

    List all supported AI platforms with details about how each sources and presents brand information.

Signals

Stars
11
Forks
0
Open issues
0
Last commit
Mar 22, 2026 (7 months ago)
Last release
Mar 21, 2026 (7 months ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name
io.github.sharozdawa/ai-visibility
Version
1.0.0
Auth
No auth
Packages
npm ai-visibility-mcp
License
MIT
Repository
github.com/sharozdawa/ai-visibility
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
Official MCP Registrygithub-graphql

More from sharozdawa

Cite this page

AI Visibility MCP server. Agent Mart. https://agentmart.dev/connectors/sharozdawa-ai-visibility (last updated 2026-10-24)