The Integration Layer
for the Agentic Web
WebMCP connects your website to every AI agent — across every platform, framework, and model.
The open web standard that lets AI agents interact with websites through structured tools instead of fragile screen-scraping. Built on a protocol proposed by Google and Microsoft, shipping in Chrome 146.
Make Any Website Agent-Ready
One integration. Every AI agent can interact with your site — reliably, securely, and measurably.
Shopify
Agent-ready storefront from your existing catalog
- Auto-generates WebMCP tools from your product catalog, cart, and checkout
- Adds declarative HTML annotations to your Liquid templates automatically
- Configures toolautosubmit for low-risk actions, manual confirmation for high-risk
- Merchant admin panel: enable/disable tools per page, view Agent Readiness Score
“Search for blue dresses under $100” → search-products
“Add the silk blouse to my cart” → add-to-cart
“Show me my order status” → check-order
WordPress + WooCommerce
Agent-ready for the world's most popular CMS
- Scans all WordPress forms and WooCommerce product pages
- Generates WebMCP tool declarations using the Declarative API
- Works with any theme — Gutenberg, classic editor, page builders
- WooCommerce-specific: product search, cart, checkout with requestUserInteraction
Webflow
No-code WebMCP for Webflow designers
- Custom attribute injection — adds WebMCP toolname to Webflow forms
- CMS collection pages expose structured data as agent-queryable tools
- Designer-friendly: configure in Webflow project settings
Each plugin shares a core engine with a thin platform adapter.
Tested Against Every Major AI Model
Each model interprets tool descriptions differently. We verify your tools work correctly across all of them.
| Model | Provider | Coverage | A/B | Simulator | Status |
|---|---|---|---|---|---|
| Gemini 2.5 Flash | + | + | + | Live | |
| Gemini 2.5 Pro | + | + | + | Live | |
| GPT-4o | OpenAI | + | + | + | Live |
| GPT-4o Mini | OpenAI | + | + | + | Live |
| Claude 4 Sonnet | Anthropic | + | + | + | Live |
| Claude 4 Opus | Anthropic | + | + | + | Live |
| Copilot (Azure) | Microsoft | + | + | + | Live |
| Llama 3.3 | Meta | + | + | - | Local |
| Mistral Large | Mistral | + | - | - | Beta |
| Command R+ | Cohere | + | - | - | Beta |
When a user asks Chrome's built-in Gemini to “book me a flight,” your tool needs to work. When a ChatGPT user asks the same thing, the same tool needs to work — even though GPT interprets descriptions differently than Gemini. WebMCP catches model-specific failures before your users do.
Browser Agent Support
| Browser | Agent | Support | Tested |
|---|---|---|---|
| Chrome 146+ | Gemini (built-in) | Native | Full |
| Edge | Copilot | Planned | Simulated |
| Firefox | TBD | Proposed | Simulated |
| Safari | TBD | Proposed | Simulated |
WebMCP is a proposed web standard — not a Chrome-only feature. Your tools are tested against the standard itself.
Where AI Agents Meet the Web
WebMCP isn't just a tool — it's the ecosystem that connects agent-ready websites to the AI agents looking for them.
Every site that joins makes the ecosystem more valuable for every other site — and every agent.
“There is no built-in mechanism for client applications to discover which sites provide callable tools without visiting or querying them directly.”
The single biggest gap in the agentic web. If agents can't find your tools, it doesn't matter how well-built they are. We're building the answer.
The WebMCP Discovery Hub
A public, searchable registry of WebMCP-enabled websites and their tools — the place AI agents go to find the best tools for any task.
Agent SEO: Being listed means AI agents find and prefer your tools over competitors. It starts with being registered.
Build a WebMCP Practice
Every website will need to become agent-ready. Agencies with this expertise can position themselves in a new category of web services.
Illustrative estimates -- actual figures will vary by project scope
Partner Tiers
Founding Partner
- Best-available pricing (locked 2 years)
- Direct Slack with founding team
- Product roadmap input
- Featured in partner directory
- First access to Discovery Hub
- "Founding Partner" badge
Apply and complete onboarding
Certified Partner
- Partner pricing on all plans
- White-label reporting
- Priority support + badge
- Co-marketing eligibility
Certification + 5 implementations
Premier Partner
- Best pricing + full white-label
- Dedicated success manager
- Joint case studies + speaking
- Revenue share on referrals
15+ implementations, annual review
Accepting applications worldwide. First 50 partners shape the program.
Build on the WebMCP Platform
If your platform powers websites, your users need agent readiness. Let's build it together.
CMS & E-Commerce
Your merchants want AI agents to find and interact with their stores. Build an integration and auto-generate WebMCP tools from your platform's native components.
Squarespace integration adding toolname attributes to form blocks, exposing products as searchable tools.
Analytics & Monitoring
Agent traffic is the fastest-growing segment of web interactions. Connect to our Analytics SDK and give users visibility into how AI agents interact with their sites.
Datadog integration piping WebMCP alerts into existing monitoring dashboards.
Developer Tools & CI/CD
Add agent readiness to your developer workflow. Embed our linting, scoring, and testing into your platform.
GitHub Action running npx webmcp-cli ci --min-score 75 on every pull request.
Integration Paths
| Path | Effort | You Build | We Provide |
|---|---|---|---|
| API Integration | 1-2 wks | Call our REST API from your platform | Full API docs, SDKs, sandbox |
| SDK Embedding | 2-4 wks | Embed our Analytics SDK in your platform | SDK package, integration guide |
| Native Plugin | 4-8 wks | Built-in WebMCP via Universal Adapter | Core engine, adapter template |
| Deep Partnership | Custom | Joint product development, shared roadmap | Dedicated engineering liaison |
Open to all platforms building for the agentic web.
Trust Is the Foundation
When AI agents auto-fill forms, submit data, and execute transactions — trust isn't optional. It's the entire architecture.
Built directly from the WebMCP Security and Privacy Considerations spec.
Prompt Injection via Tool Descriptions
Malicious or compromised tool descriptions that embed hidden instructions for AI agents.
SYSTEM prompts, invisible Unicode characters, instruction-like patterns, unusually long descriptions.
Over-Parameterization & Privacy Leakage
Tools that request more data than they need — enabling fingerprinting or silent profiling.
Every parameter classified by sensitivity (Low → Critical). Flags unnecessary data collection.
Intent vs. Behavior Misrepresentation
Tools whose descriptions don't match what they actually do. A 'view cart' tool that triggers a purchase.
Gap between stated intent and actual behavior through static + dynamic analysis.
Runtime Protection
The Agent Firewall SDK wraps your tools with live enforcement for production security.
Parameter validation, rate limiting, requestUserInteraction for sensitive actions, audit logging.
Compliance Posture
| Standard | Status | Details |
|---|---|---|
| SOC 2 Type II | In Progress | Target Q3 2026 |
| GDPR | Compliant | DPA available on request |
| HIPAA | Architecture Ready | BAA target Q4 2026 |
| PCI DSS | Guidance Provided | Payment security patterns |
Published honestly because trust requires transparency. Updated as certifications complete.
Build with WebMCP
Everything you need to integrate, extend, and contribute — open source at the core.
Documentation
- Getting Started (5-minute quickstart)
- Framework Guides (Next.js, React, Vue)
- API Reference (every endpoint)
- WebMCP Best Practices
- Analytics SDK Reference
Open Source
- CLI: npx webmcp-cli audit https://yoursite.com
- Browser Extension: Quick Score overlay
- Static analysis, linting — free forever
Community
- Developer Discord — real-time help
- GitHub Discussions — bug reports & features
- Weekly Office Hours — Thursdays 11am PT
Templates & Examples
- E-Commerce Starter (Score: 94)
- Restaurant Pack: menu, reserve, order
- Booking Pack: availability, appointments
- SaaS Pack: docs, tickets, status
Be Among the First
We are building the first cohort of websites certified as “Agent Ready.” These early adopters will help define the standard for the agentic web.
The early adopter program is open to websites across all industries. Apply to have your site evaluated for Agent Readiness certification.
Certification Tiers
Bronze
70+- Badge for your site
- Listed in Discovery Hub
- Basic analytics
Silver
85+- All Bronze benefits
- Priority Hub listing
- Monthly agent traffic report
- Co-marketing eligibility
Gold
95+- All Silver benefits
- Featured Hub placement
- Case study with WebMCP
- Custom integration support
- Early access to new features
Show Your Badge
Certified sites get an embeddable trust badge that signals agent readiness to both humans and AI.
Open to all industries. No commitment required.
The WebMCP Protocol
We didn't invent a proprietary format. We built on WebMCP — the open protocol becoming the standard for AI agent interactions.
Not Locked In
WebMCP is an open protocol proposed by Google. Your tool definitions are standard HTML attributes and JSON endpoints — they work with any compatible client, not just ours.
Standards-Backed
Built on a specification authored by Google and Microsoft, shipping in Chrome 146. This isn't a startup experiment — it's a web platform feature backed by the largest browser vendors.
Future-Proof
As the WebMCP spec evolves, your site evolves with it. We track every draft, implement every change, and ensure your tools stay compliant with the latest version automatically.
The agentic web should be built on open standards, not proprietary lock-in. Every feature implements the WebMCP spec faithfully. If a better standard emerges, we'll support that too. Our value isn't in owning the protocol — it's in making it easy to implement, test, and optimize.
The Agentic Web Starts Today
Whether you're a website owner, an agency, or a platform — there's a path to get started right now.
Make Your Site Agent-Ready
Free score, auto-generated tools, multi-model testing, Discovery Hub listing.
- Free instant agent readiness score
- Auto-generated tool definitions
- Multi-model testing
- Discovery Hub listing
Run the free checker in under 2 minutes.
Build a WebMCP Practice
A new service offering with tooling that scales across client sites.
- Partner pricing and white-label options
- Founding Partner program
- Scalable AI-assisted tooling
- Certification and co-marketing
Applications open instantly via our partner intake form.
Integrate WebMCP Natively
Your users need agent readiness. Build it in with our APIs, SDKs, and partner support.
- REST API & SDK access
- Universal Adapter engine
- Joint product development
- Dedicated engineering liaison
Use the contact flow for integration and API partnership requests.
Have questions? Want a custom plan?
partners@web-mcp.netWe are building the partner ecosystem for the agentic web. Come build with us.