MCPLow riskUnclaimed

optifeed-radar

AI visibility checker: does AI recommend your brand? GEO/AEO, runs locally, BYO keys. CLI + MCP.

optifeedoptifeed/optifeed-radar★ 5Updated Jul 25, 2026

server.json

{
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "name": "io.github.optifeed/optifeed-radar",
  "description": "AI visibility checker: does AI recommend your brand? GEO/AEO, runs locally, BYO keys. CLI + MCP.",
  "repository": {
    "url": "https://github.com/optifeed/optifeed-radar",
    "source": "github"
  },
  "version": "0.2.2",
  "packages": [
    {
      "registryType": "npm",
      "identifier": "optifeed-radar",
      "version": "0.2.2",
      "runtimeHint": "npx",
      "transport": {
        "type": "stdio"
      },
      "runtimeArguments": [
        {
          "value": "optifeed-radar",
          "type": "named",
          "name": "--package"
        },
        {
          "value": "optifeed-mcp",
          "type": "positional"
        }
      ],
      "environmentVariables": [
        {
          "description": "OpenAI API key for the ChatGPT engine",
          "isSecret": true,
          "name": "OPENAI_API_KEY"
        },
        {
          "description": "Anthropic API key for the Claude engine",
          "isSecret": true,
          "name": "ANTHROPIC_API_KEY"
        },
        {
          "description": "Google API key for the Gemini engine",
          "isSecret": true,
          "name": "GOOGLE_API_KEY"
        },
        {
          "description": "Perplexity API key for the Perplexity engine",
          "isSecret": true,
          "name": "PERPLEXITY_API_KEY"
        }
      ]
    }
  ]
}

Permissions

DeclaredDetected
Runs code—node
Installs—npm:optifeed-radar@0.2.2
Runs install scripts—None
NetworkNoneNone
Needs credentialsANTHROPIC_API_KEYGOOGLE_API_KEYOPENAI_API_KEYPERPLEXITY_API_KEYANTHROPIC_API_KEYGOOGLE_API_KEYOPENAI_API_KEYPERPLEXITY_API_KEY
Outside the workspace—None
Agent tools—None

Checks

Low risk · Nothing worth a warning was found.

Not reviewed by a person · Checked by rules; the model review is not switched on yet.

Versions

  1. #10.2.2latestOct 7, 2026