Resources
Articles
Editorial notes on implementation choices, release control, and operations.
11 articles
When WebMCP Is Not the Right Choice
A clear explanation of where WebMCP stops being the right abstraction and why teams should resist using it as a catch-all answer for every agent problem.
6 min read
What Google Is Building Around Agents: WebMCP, ADK, and A2A
A simple map of how Googles agent-related efforts fit together without pretending they are one product or one protocol.
7 min read
WebMCP Pros and Cons
A balanced view of why WebMCP is promising for some website surfaces and still limited by scope, maturity, and the fact that it does not replace broader integration systems.
7 min read
Benefits of WebMCP for Product Teams
A practical look at why product teams may care about WebMCP if they want website capabilities to be more legible and controllable for AI agents.
6 min read
WebMCP vs MCP: What Is the Difference?
A grounded explanation of why WebMCP and MCP should not be treated as competing labels for the same thing, even though they are often discussed together.
7 min read
What Is WebMCP?
A practical explanation of WebMCP as a browser-focused way to expose structured website capabilities to AI agents without confusing it with the broader MCP ecosystem.
6 min read
Tool Health After Launch: Visibility and Control Over Time
How telemetry, analytics, and tool health help operators understand what is happening after publish without overstating broader verification claims.
6 min read
Why Versioned Publish State Matters for AI-Callable Tools
Why signed packs, active version control, and current artifact visibility matter once a tool layer becomes a real release surface instead of a loose collection of wrappers.
5 min read
How to Turn Existing Product Actions into AI-Callable Tools
A practical rollout model for taking actions a product already supports and exposing them as project-scoped tools without drifting into automation hype.
6 min read
HTTP vs Hook Bindings: When to Use Each
A grounded guide to choosing HTTP or Hook bindings based on where the real action lives, what context it needs, and how much of the execution path you already own.
7 min read
What WebMCP Tools Are Actually For Product Teams
A practical explanation of why product teams need a structured tool layer instead of raw wrappers, protocol demos, or vague AI automation claims.
6 min read