The problem
Every SEO and GEO research workflow needs its own agent. SearchSpark gives any LLM a standard set of research tools instead.
What I built
- A model-agnostic toolkit exposing keyword, SERP, competitor, performance and AI-search research as tools.
How it works
- Exposed as a CLI, an MCP server, APIs and agent-friendly tool definitions.
Stack
- MCPSearchSpark uses MCP
- CLISearchSpark uses CLI
- APIsSearchSpark uses APIs
- LLM toolsSearchSpark uses LLM tools