PageMap
Fetch structured page intelligence for agents with far fewer tokens than driving Playwright or Firecrawl for every research task.
Overview
PageMap is an MCP server for the Idea phase that returns structured web intelligence for agents with lower token use than typical Playwright or Firecrawl scraping.
What is this MCP server?
- Structured web intelligence optimized for AI agents
- Publisher claims ~5× fewer tokens vs Playwright/Firecrawl-style flows
- Publisher claims 84.7% accuracy on stated benchmark
- PyPI package retio-pagemap and Docker oci image retio1001/pagemap:0.7.3
- Version 0.7.3 stdio MCP transport
- Catalog claims 5× fewer tokens vs Playwright/Firecrawl
- Catalog claims 84.7% accuracy
Community signal: 32 GitHub stars.
What problem does it solve?
Feeding raw HTML or heavy browser automation into every research turn burns tokens and slows solo builders comparing markets.
Who is it for?
Agent-first builders who research competitors and docs URLs often and want stdio MCP via PyPI or Docker.
Skip if: Flows that require authenticated multi-step browser sessions with no public page structure.
What do I get? / Deliverables
After install, agents get compact structured page data suitable for research notes, integrations, and SEO-oriented drafts.
- Structured representations of public web pages for agent prompts
- Lower-token research loops versus full browser automation
- Docker or PyPI deploy path for local or CI agents
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Journey fit
Idea-phase research is the first stop for competitive and market pages agents must read before you validate or build. Research subphase covers crawling and summarizing external sites efficiently—PageMap’s stated positioning versus browser automation stacks.
How it compares
Token-efficient structured page MCP, not a full Playwright replacement for interactive automation.
Common Questions / FAQ
Who is PageMap for?
Solo builders and agent developers who need structured web extracts for research, RAG, or SEO without maxing context on every fetch.
When should I use PageMap?
Use it during idea research, build-time URL ingestion, or launch SEO when you want structured page maps instead of raw browser dumps.
How do I add PageMap to my agent?
Add stdio MCP for PyPI retio-pagemap 0.7.3 or the Docker oci identifier docker.io/retio1001/pagemap:0.7.3 per your agent’s MCP config format.