This site speaks WebMCP.

Top AI Tools For exposes seven bounded browser tools so a supporting agent can search the catalog, retrieve evidence, compare options, inspect project status, and operate the same stack controls a human uses.

7 live tools · normal browser experience preserved

Live capability check

Is WebMCP available in this browser?

WebMCP is an emerging browser interface. Support depends on the browser and agent environment. The capability check below reports what this page can see right now; it does not pretend unsupported browsers are enabled.

Checking support

Checking this browser for WebMCP support…

Declared agent surface

Seven focused tools. No mystery authority.

Each tool has one public job, a bounded JSON schema, strict input validation, and explicit safety annotations. None of these tools signs in, purchases anything, changes an account, or receives private credentials.

01search_site

Search the publication

Find matching tools, projects, comparisons, guides, and working stacks.

02filter_tool_catalog

Filter the tool catalog

Filter by text, category, or review coverage and update the visible directory when it is open.

03get_tool_profile

Read a tool profile

Return one tool’s fit, verdict, experience boundary, review status, and source date.

04get_tool_comparison

Read a comparison

Return the decision, workflow conclusion, and side-by-side comparison rows.

05select_stack_job

Choose a working stack

Select a research, automation, Android, or tutorial job and visibly update the stack finder.

06get_workflow_resource

Retrieve a workflow

Return a complete implementation guide or working-stack record by its exact slug.

07get_project_status

Check project status

Return a founder project’s public stage, status, blocker, and next release gate.

Try the live site

Ask for a decision—not a page tour.

Open Top AI Tools For in a WebMCP-supporting browser agent and use a prompt like one of these. Tool discovery and invocation are handled by the browser; the visible site remains the source of truth.

Open the tool catalog →Open the stack finder

01Search this site for browser provenance.
02Show me application-security tools with field notes.
03Get the current status of Source Memory.
04Compare Poppy AI and ChatGPT.
05Select the Android product stack.

Security boundary

Agent-readable does not mean agent-unrestricted.

The implementation separates discovery, read-only retrieval, and visible interface actions. Tool outputs contain public editorial data. State-changing tools are limited to local page filters and stack selection, and normal navigation remains available without WebMCP.

Want to see how WebMCP can fail?

The Left Out Security WebMCP Security Lab / Test Range demonstrates deliberately vulnerable scenarios, evidence receipts, and plain-language remediation in a controlled environment.

Open the WebMCP Security Lab / Test Range →