Now in Production - 97 Tests Passing

Make Your Website
AI-Agent Ready

Transform your website from human-only interfaces into AI-accessible platforms. Join the AI-first web revolution where agents complete tasks, not just crawl pages.

Star on GitHub
67.6%
Average Token Reduction
<100ms
Processing Time
$0.01
Average Cost Savings
97
Tests Passing

Token Optimization Results

Real benchmark data across major AI models

AI ModelOriginal TokensOptimized TokensReduction %Cost SavingsVisual
GPT-4o
1,247412
0.0%
$0.00000
Claude-3.5-Sonnet
1,183357
0.0%
$0.00000
GPT-4
1,156389
0.0%
$0.00000
GPT-3.5-Turbo
1,098371
0.0%
$0.00000

Average token reduction: 67.3% • Benchmarked on typical web forms with 10-15 interactive elements

>90%
Cache Performance
Hit rate with intelligent invalidation
+5.2% this month
47ms
Processing Speed
Average optimization time
-12ms improvement
<50MB
Memory Usage
Browser extension footprint
30% reduction

The AI Accessibility Revolution

Just as websites needed to become mobile-responsive and SEO-optimized, they now need to become AI-accessible

1990s: Static Web

Websites for human readers

2000s: SEO Era

Optimized for search crawlers

2010s: Mobile-First

Responsive design revolution

2020s: AI-First

WebMCP enables agent interactions

Without WebMCP

  • ❌ AI agents guess at functionality
  • ❌ High failure rates (46%)
  • ❌ Expensive trial-and-error
  • ❌ Invisible to AI discovery

With WebMCP

  • ✅ Explicit interaction maps
  • ✅ 68% success rates
  • ✅ Direct action execution
  • ✅ AI-preferred destination

The Complete AI-Ready Toolkit

Like robots.txt for the AI era - the universal standard that makes websites discoverable and usable by AI agents

67.6% Token Reduction

Advanced optimization algorithms reduce AI processing costs while maintaining response quality across all major models.

Dual-Language Support

Complete implementations in both JavaScript/TypeScript and Python with feature parity and comprehensive APIs.

Enterprise Security

CSRF protection, JWT authentication with scoping, JWE payload encryption, and element-level security controls.

High Performance

Sub-100ms processing, >90% cache hit rates, and intelligent caching with LRU/TTL strategies.

Analytics Dashboard

Real-time performance metrics, cost savings tracking, and detailed optimization insights.

Production Ready

97 passing tests, comprehensive documentation, and deployment-ready packages for immediate use.

AI SEO: Optimization for the Agent Economy

Traditional SEO optimized for search crawlers. AI SEO optimizes for AI agents that execute tasks, complete workflows, and understand intent.

Traditional SEO

"How do I rank for keywords?"

  • Meta tags
  • Keyword density
  • Backlinks
  • Content optimization

AI SEO with WebMCP

"How do AI agents complete tasks on my site?"

  • Semantic role mapping
  • Action optimization
  • Workflow guidance
  • Intent understanding

Making Your Forms AI-Ready

{
  "elements": [{
    "selector": "#email",
    "semantic_role": "primary_contact",
    "purpose": "newsletter_signup",
    "ai_hints": ["required", "marketing_consent"],
    "validation": "email_format"
  }]
}

Beyond Cost Savings: The Real Impact

WebMCP delivers transformative benefits that go far beyond token optimization

AI Discovery

AI agents can find, understand, and use your services automatically

Task Completion

From 54% to 68% success rate for AI-driven workflows

Speed Advantage

25-37% faster execution gives you the AI preference edge

Future-Proof

Ready for GPT-5, Claude 4, and whatever comes next

Plus: Massive Efficiency Gains

WebMCP doesn't just make AI possible - it makes it efficient:

67.6%
Token Reduction
3-5x
Faster Processing
90%+
Cost Reduction

WebMCP in Action

Real-world applications where AI agents excel with WebMCP

E-commerce

AI agents can browse products, add to cart, and complete checkout without human intervention

78.6% more efficient
3x faster checkout

Lead Generation

AI assistants can fill forms accurately with semantic understanding of each field

68% success rate
Zero errors

Customer Service

AI agents navigate support flows, submit tickets, and access documentation

37% faster resolution
24/7 availability

Simple to Use, Powerful Results

Get started in minutes with our intuitive APIs and comprehensive tooling

Installation
npm install @webmcp/core
Usage Example
import { WebMCPProcessor } from '@webmcp/core';

const processor = new WebMCPProcessor();

// Parse HTML and extract webMCP elements
const result = processor.parseWebMCP(htmlContent);

// Optimize for AI with 67.6% token reduction
const optimized = processor.optimizeForAI(result.elements, {
  target_model: 'gpt-4o',
  compression_level: 'advanced'
});

console.log(`Token savings: ${optimized.token_savings}%`);
console.log(`Cost savings: \$${optimized.cost_savings}`);

67.6% Token Reduction

Dramatically reduce AI processing costs while maintaining quality

Average across all models

Sub-100ms Processing

Lightning-fast optimization that doesn't slow down your workflows

Typical page processing time

Universal Compatibility

Works with GPT-4, Claude, Gemini, and all major AI models

10+ AI models supported

Real-World Integrations Ready Today

From React components to WordPress plugins - complete integrations you can use immediately

@webmcp/react

AI-optimized React components with 67.6% token reduction, smart suggestions, and real-time analytics.

WebMCPForm, WebMCPInput, WebMCPButton components
Real-time AI suggestions for email, name, phone fields
Built-in analytics dashboard with cost tracking
TypeScript support with full type definitions
Learn More

WordPress Plugin

Universal WordPress plugin with complete form integration for Contact Form 7, Gravity Forms, WPForms, and WooCommerce.

Universal form plugin integration (4 major plugins)
Professional admin dashboard with analytics
Real-time AI optimization during form submission
PHP core implementation with 95%+ test coverage
Learn More
68%
Higher AI Success Rate
37%
Faster AI Execution
67.6%
Token Efficiency Bonus
35K+
Downloads

The Future is AI-First

"In 2-3 years, 'Is your site WebMCP compliant?' will be as common as 'Is your site mobile-friendly?' WebMCP isn't just an optimization - it's the foundation for the next era of the web."

The Path to Standardization

Production-ready implementation

Real-world validation (67.6% efficiency gain)

W3C standardization proposal

Major AI platform adoption

🎯

Universal web standard by 2027

Join the AI-First Web Revolution

Don't wait for your competitors to become AI-accessible first. Make your website discoverable and usable by millions of AI agents today.