Agents · MCP

Existence Compiler for AI agents

Agents and agentic workflows need structured signals, not just raw pages. Existence Compiler turns a URL into a structured diagnostic object an agent can read, compare, and use to decide what to investigate next.

Existence Compiler · 2026MCP · /api/mcp
01

Why agents need it

A raw HTML page forces every agent to re-derive the same signals: whether the site can be discovered, whether it states its purpose, whether it has metadata, schema, feeds, or trust signals. Existence Compiler does that work once and returns a consistent, deterministic object.

02

What an agent gets

A single analyze_url call returns a Digital Existence Score, the dimension breakdown, key signals, prioritized actions, and standalone diagnostic surfaces: AI & Search Visibility, Google AI & Agentic Search Readiness, Security / Trust, and a Backend Consistency summary. The analysis is structural and does not execute the site's JavaScript.

03

What an agent can use it for

  • Evaluate whether a site can be discovered and understood.
  • Inspect AI & Search Visibility at the structural level.
  • Inspect Google AI & Agentic Search Readiness.
  • Inspect passive Security / Trust signals.
  • Inspect the Backend Consistency summary (counts only).
  • Decide what to investigate or prioritize next.
04

What an agent should NOT infer

  • It is not a traffic guarantee.
  • It is not a search-ranking guarantee.
  • It does not promise AI Overview or AI Mode inclusion.
  • It is not a security certification.
  • It provides no backend-exploitation guidance and no access to private content.
05

How to access it

Programmatic access is over MCP at /api/mcp, with a bearer token and fail-closed behavior in production. The /mcp page documents the tools, the auth model, and the output shape.

Disclaimer

Existence Compiler measures structural conditions. It does not guarantee rankings, traffic, citations, inclusion in AI experiences, or outcomes from Google or any AI system, and it does not represent or affiliate with Google.

Compile your existence.

Scan any public URL and discover if humans, search engines, and AI agents understand what your project does.

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