Koskamo

ai-visibility MCP

An open-source MCP server that tracks brand visibility across major AI platforms including ChatGPT, Perplexity, Claude, and Gemini. It provides visibility scoring, sentiment analysis, competitor intelligence, and actionable recommendations to help users understand how AI models discuss their brand.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

ai-visibility MCP logo, by sharozdawaCommunity listingLocal stdioSource reviewed; not executedPublished by sharozdawa
Vendor documentation

Checks and signals

Each line is separate evidence, not a trust score.

  • Popularity 11 GitHub stars

What you can do with it

  • Check brand visibility across multiple AI platforms
  • Analyze sentiment of brand mentions in AI responses
  • Compare visibility of up to 10 brands side by side
  • Get actionable recommendations to improve AI visibility

Source and maintenance

Community listingRegistry 1.0.0MIT
mcp-registry: io.github.sharozdawa/ai-visibility@1.0.0Source repository
Last repository push
Latest release
v1.0.1
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

ai-visibility-mcp 1.0.0

npm
ai-visibility-mcp package definition
{
  "version": "1.0.0",
  "transport": "stdio",
  "identifier": "ai-visibility-mcp",
  "registryType": "npm"
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · repository · passed · metadata changed · updated
  • · backfill · recorded · Pre-expansion baseline; unobserved rich metadata remains unknown

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "ai-visibility-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "ai-visibility-mcp@1.0.0"
      ]
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "ai-visibility-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "ai-visibility-mcp@1.0.0"
      ]
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "ai-visibility-mcp": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "ai-visibility-mcp@1.0.0"
      ]
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "ai-visibility-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "ai-visibility-mcp@1.0.0"
      ]
    }
  }
}

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