OpenSEO - The open source Semrush alternative
by•
Without good data, your agent gives generic advice. We provide the data, tools, and integrations your AI agent needs for SEO via MCP. Regular SEO is the foundation of good GEO, but we just released a new set of AI Visibility features as well.
Replies
Giving agents solid SEO data through MCP is the unglamorous piece that makes their advice actually specific, and treating regular SEO as the base for GEO is a fair call. An open source alternative to expensive keyword tools is welcome. How fresh is the crawl data when an agent is checking a fast moving SERP?
pulling real seo data into the agent beats asking it to guess. can i see which prompts and sources led to an ai visibility score, rather than just the score?
the MCP-for-agents angle is the part I'd push on. when a human runs a keyword research tool they sanity check the output before acting on it, but if the agent is calling this via MCP and writing content straight from the result, a stale backlink index or a wrong competitor match doesn't get caught by anyone, it just becomes the strategy. is there any confidence scoring or source freshness exposed to the agent, or does it return data the same way it would to a human in the UI