Documentation
Build with GMaps Lead Finder
Connect AI agents, use an official client SDK, or call the HTTP API directly. Start with MCP when your client supports it.
Agent & MCP
Remote MCP install, Skill, and how agents call the same scrape-and-enrich pipeline.
Open guideClient SDKs
Python, TypeScript, Go, Rust, PHP, Ruby, and .NET packages—install, set GMF_API_KEY, and scrape.
Open SDKsHTTP API reference
Bearer auth, create jobs, poll status, and paginate JSON results—with request and response details.
Open API docsAgents
Claude, Cursor, and Codex landing: install snippets, chat demo, example prompts, and FAQ.
Open Agents