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Choose up to three servers. Compare what they do, how to connect and what has actually been checked.

Compare serversOptifeed Radar
PurposeOpen-source AI brand + product visibility checker (GEO/AEO). Are your brand and products recommended by ChatGPT, Perplexity, Gemini and Claude? CLI + MCP server, BYO keys, runs locally.
Authentication (maintainer declared)Unknown
Public launch commandnpx -y --package=optifeed-radar optifeed-mcp
Configuration sourcePublic install instructions
Observed toolsUnknown
Last complete tool checkUnknown
LicenseMIT
Open setup

A complete tool check lists tools; it does not exercise them or certify security.