Implement WebMCP in web projects — add browser-native structured tools for AI agents using imperative JS or declarative HTML APIs. Full lifecycle from setup through testing and optimization.
From webmcp-toolkitnpx claudepluginhub qdhenry/webmcp-toolkit --plugin webmcp-toolkitThis skill uses the workspace's default tool permissions.
references/anti-patterns.mdreferences/declarative-api.mdreferences/events-and-css.mdreferences/imperative-api.mdreferences/testing.mdreferences/tool-design.mdtemplates/declarative-form.mdtemplates/imperative-tool.mdworkflows/add-declarative-tool.mdworkflows/add-imperative-tool.mdworkflows/audit-webmcp.mdworkflows/debug-webmcp.mdworkflows/setup-webmcp.mdworkflows/test-webmcp.mdDesigns and optimizes AI agent action spaces, tool definitions, observation formats, error recovery, and context for higher task completion rates.
Enables AI agents to execute x402 payments with per-task budgets, spending controls, and non-custodial wallets via MCP tools. Use when agents pay for APIs, services, or other agents.
Compares coding agents like Claude Code and Aider on custom YAML-defined codebase tasks using git worktrees, measuring pass rate, cost, time, and consistency.
<essential_principles>
WebMCP is a browser-native standard that exposes structured tools for AI agents on websites. Instead of screen-scraping, agents interact through typed JavaScript APIs and HTML annotations.
Two APIs:
window.navigator.modelContext — register tools via JavaScripttoolname/tooldescription attributes on <form> elementsPrerequisites: Chrome 146.0.7672.0+, chrome://flags/#enable-webmcp-testing enabled.
Core principles that always apply:
Tools must be atomic and composable — one function per tool, no overlapping tools with nuanced differences. Combine similar tools into one with input parameters.
Accept raw user input — tools should accept natural strings (e.g., "11:00") not computed values (e.g., minutes-from-midnight). Minimize cognitive computing for the model.
Validate in code, not schema — schema constraints are helpful but not guaranteed. Validate within execute functions and return descriptive errors so agents can self-correct.
Update UI before returning — agents use UI state to verify execution. Ensure execute/submit logic updates visible state before resolving.
Positive, verb-first descriptions — describe what the tool does and when to use it. Avoid negations. "Creates a calendar event for a specific date" not "Do not use for weather."
</essential_principles>
<intake> What would you like to do?Wait for response before proceeding. </intake>
<routing> | Response | Workflow | |----------|----------| | 1, "setup", "integrate", "install", "start" | `workflows/setup-webmcp.md` | | 2, "imperative", "javascript", "js", "register", "programmatic" | `workflows/add-imperative-tool.md` | | 3, "declarative", "html", "form", "annotate" | `workflows/add-declarative-tool.md` | | 4, "debug", "fix", "broken", "not working", "error" | `workflows/debug-webmcp.md` | | 5, "audit", "review", "check", "best practices" | `workflows/audit-webmcp.md` | | 6, "test", "verify", "inspect" | `workflows/test-webmcp.md` | | 7, other | Clarify, then select workflow or references |After reading the workflow, follow it exactly. </routing>
<reference_index>
All in references/:
APIs: imperative-api.md, declarative-api.md Design: tool-design.md Events: events-and-css.md Quality: testing.md, anti-patterns.md
</reference_index>
<workflows_index>
All in workflows/:
| Workflow | Purpose |
|---|---|
| setup-webmcp.md | Initial WebMCP integration into a project |
| add-imperative-tool.md | Register tools via JavaScript API |
| add-declarative-tool.md | Annotate HTML forms as WebMCP tools |
| debug-webmcp.md | Diagnose and fix WebMCP issues |
| audit-webmcp.md | Review implementation against best practices |
| test-webmcp.md | Test tools with inspector extension and agents |
</workflows_index>
<templates_index>
All in templates/:
| Template | Purpose |
|---|---|
| imperative-tool.md | Scaffolding for JS-registered tools |
| declarative-form.md | Scaffolding for HTML form-based tools |
</templates_index>
<verification_loop>
After every WebMCP change:
navigator.modelContext exists (Chrome flag enabled?)Report to user:
</verification_loop>