Directory
WebMCP Capability Directory
Explore websites exposing WebMCP capabilities to AI agents. Listings are technically checked by AG AgentReady and added through the directory submission process.
Check Your Website- Listed websites
- 34
- Runtime-confirmed WebMCP tools
- 298
- Categories represented
- 6
Showing 1–1 of 1
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What the WebMCP directory shows
Each listing records publicly observable WebMCP evidence from the exact page AG AgentReady tested. The directory distinguishes tools observed registered live at runtime from source-level signals found in a website's published code, and it never infers a tool inventory from signals alone.
How directory verification works
- WebMCP Verified — qualifying tool registrations were observed live at runtime on the tested page, on the date shown.
- WebMCP Signals Detected — source-level signals were found, but live tool registration was not confirmed, so no tool count is claimed.
- Verification is page-specific and time-specific, not a statement about a whole website.
- Verification does not certify security, ownership or affiliation, and does not prove that every registered tool executes successfully.
Why this directory is useful
- Website owners can see how their agent-facing capabilities appear publicly.
- Developers can inspect real-world WebMCP implementations.
- People using AI agents can find websites exposing structured capabilities.
- Researchers can observe how the WebMCP ecosystem is developing.
The directory is not a complete map of the web, and a listing is not a guarantee that every observed tool works.