M
MCP-API-MERCURAI Dual-Engine AI Infrastructure
✓ W3C Community Group Draft Compliant WebMCP | ⚡ FastEmbed BGE-small & pgvector Data Engine

Turn Your Website Into an
AI-Executable Agent Interface

Stop forcing AI agents to blindly scrape visual layouts. Use our W3C draft-aligned WebMCP drop-in bridge to expose native functions directly to browser agents, and query grounded market intelligence with sub-millisecond vector retrieval.

WebMCP: Real-Time Agent Action & Actuation | Data Engine: Grounded Vector Search & Retrieval
Real-Time Vector Intelligence Dashboard

Understanding Our Dual-Engine Architecture

MercurAI provides two distinct infrastructure layers designed to work together without confusion. Our Data Engine (Plans 1–3) is built for semantic retrieval, RAG, and AI search discovery across verified pgvector datasets. Meanwhile, our WebMCP Protocol Bridge (Plans 4–8) is designed strictly for autonomous AI agent actuation and task execution, exposing your website's live JavaScript functions, forms, and APIs directly to in-browser agents (like Claude and Chrome Copilots) in compliance with the W3C draft specification.

Traditional SEO (The Past)

Optimizes for human eyeballs scrolling through Google SERPs. Relies on keyword stuffing, backlinks, and waiting 6 months to fight for page-one rankings in a crowded market.

The MercurAI Advantage

AEO & WebMCP (The Future)

Optimizes your site so Large Language Models (LLMs) and AI Agents can read, cite, and directly execute tasks on your business's behalf with instant technical gratification.

W3C Community Group Draft Spec

Zero-DOM-Scraping
AI Agent Actuation Bridge

With our WebMCP Auto-Discovery Probe and runtime bridge, your website exposes strict, typed JSON tool schemas directly to the browser's document.modelContext interface. Autonomous agents can book consultations, submit forms, and query APIs deterministically with 98% execution reliability and zero brittle pixel guessing.

Note on Scope: WebMCP is an actuation and execution standard for active AI agents navigating your site, not a general search indexer. For semantic query lookups across centralized datasets, see our Data Engine plans below.
  • ✓
    Native W3C registerTool() invocation with polyfill fallback
  • ✓
    Bidirectional DOM Mutation feedback loop for real-time agent context
  • ✓
    89% LLM token savings compared to visual screenshot parsing
mercurai-webmcp.js (W3C Draft Standard) 
// W3C Community Group Native Tool Registration
const ctx = document.modelContext || navigator.modelContext;

if (ctx) {
  ctx.registerTool({
    name: "book_consultation",
    description: "Submit booking request with patient parameters",
    inputSchema: {
      type: "object",
      properties: {
        treatment_name: { type: "string" },
        preferred_time: { type: "string" }
      },
      required: ["treatment_name"]
    }
  }, async (args) => {
    return await executeAction(args); // Deterministic execution
  });
}
// AI Agent executes directly without pixel scraping!
Visibility

Semantic Search Dominance (GEO/AEO)

Skip the 6-month wait for traditional SEO. Optimize your website to be read, cited, and prioritized directly by AI Answer Engines like Perplexity, ChatGPT, and Google AI Overviews.

GEO Static Baseline

Immediate AI search visibility for small businesses. We translate your current site into machine-readable assets.

Deliverables:

  • ✓ One-time semantic HTML crawl
  • ✓ Static `/llms.txt` generation
  • ✓ Basic Local Business JSON-LD
  • ✓ `robots.txt` AI crawler guide
$49.00 / one-time
MOST POPULAR

Active AEO Sync

For dynamic content sites and e-commerce. Ensures AI engines always have your latest pricing and services.

Deliverables:

  • ✓ Weekly automated semantic recrawls
  • ✓ Dynamic `/llms.txt` updating
  • ✓ Advanced product/service JSON-LD mapping
  • ✓ AI crawler traffic analytics
$79.00 / month base
Actuation

WebMCP AI Agent Actuation

Equip your website with standard-compliant machine interfaces so visiting browser agents can execute tasks deterministically.

WebMCP Starter

1 Domain W3C Agent Bridge. Perfect for basic blogs and portfolios.

Capabilities:

  • ✓ Layer 1: JS Function Callbacks
  • ✓ Layer 4: Static Knowledge Extraction
$29.00 / month base
SELF-SERVICE

Universal WebMCP Pro

Instantly unlock the 4-layer DOM discovery widget. Perfect for standard SPAs, form-heavy sites, and customer portals.

Capabilities:

  • ✓ Layer 1: JS Function Callbacks
  • ✓ Layer 2: API & Network Dispatch
  • ✓ Layer 3: DOM Form Submissions with Feedback
  • ✓ Layer 4: Static Knowledge Extraction
  • ✓ Layer 5: Observational DOM State Reading
$89.00 / month base

WebMCP Platinum

For highly restrictive or custom-built environments. Includes full GEO/AEO search crawlability alongside bespoke engineering for WebMCP actuation.

The Nature of the Work:

  • ✓ Full GEO/AEO Search Dominance (/llms.txt)
  • ✓ Bypassing Strict CSP (Content Security Policies)
  • ✓ Hooking into closed WebGL / Canvas structures
  • ✓ Bespoke W3C tool execution dispatchers
Custom Pricing
Contact Engineering Team
Search & Retrieval Plans

Data Engine & Vector Retrieval Plans

Grounded market intelligence powered by pgvector and FastEmbed. Built specifically for LLM search queries, RAG pipelines, and CRM syncing.

🔍

Single Search Query

One-time vector search lookup across live datasets via REST API.

$1.00 / pass
⚡

VIP Subscription Pass

Continuous Model Context Protocol SSE stream access for autonomous AI agents.

$1.00 / month base
📊

Database Engine Pass

Dedicated bulk schema ingestion triggers and exports up to 5,000 records.

$2.00 / month base