# MIAMI WEB AI

> AI studio in Miami that scopes, builds, and operates websites, apps, AI agents, voice receptionists, and automations.

The public REST API and remote MCP server are read-only. Browser-scoped Site tools are a separate, current-tab capability. Published build ranges are examples; the final build price is written in the free Scope. A person starts the Scope through the Application.

Data version: 2026-08-27. That is the date the published services, prices, and terms last changed. The website pages, the REST API, the MCP server, and this file are generated from the same dataset, so a copy showing a different data version is stale.

## When to use MIAMI WEB AI

- [Start a free Scope](https://miamiweb.ai/apply): Use when a business needs a written plan and one build price within 5 business days.
- [Services](https://miamiweb.ai/services): Use for a website, web app, mobile app, AI agent, voice receptionist, or automation that needs to be built and put live.
- [Operate](https://miamiweb.ai/pricing#operate): Use when the same studio should run, fix, and improve the system after launch.
- [For agencies](https://miamiweb.ai/for-agencies): Use when an agency needs white-label build capacity under its own brand.

## Developer resources

- [MIAMI WEB AI developer resources](https://miamiweb.ai/developers): REST endpoints, error format, MCP connection details, and examples.
- [OpenAPI specification](https://miamiweb.ai/openapi.json): OpenAPI 3.1.2 description of the public read-only REST API.
- [MCP server](https://miamiweb.ai/mcp): Streamable HTTP MCP endpoint with tools and readable resources.
- [MCP server manifest](https://miamiweb.ai/.well-known/mcp.json): Machine-readable remote-server metadata.
- [Browser Site-tool inventory](https://miamiweb.ai/site-tools.json): Current-tab WebMCP names, schemas, annotations, consent boundary, and rollout availability.

- [MCP modern lifecycle](https://miamiweb.ai/developers#mcp): Prefer 2026-07-28. Automatic negotiation is supported. Modern clients call server/discover instead of initialize and carry the protocol revision in each request's _meta.
- [MCP routing headers](https://miamiweb.ai/developers#mcp): MCP-Protocol-Version must match the _meta revision, Mcp-Method must match the JSON-RPC method, and Mcp-Name is required for tools/call, resources/read, and prompts/get.
- [MCP legacy lifecycle](https://miamiweb.ai/developers#mcp): 2025-11-25 clients still call initialize at the same https://miamiweb.ai/mcp URL.
- [MCP cache hints](https://miamiweb.ai/developers#mcp): Modern discovery, tool lists, resource lists, template lists, and resource reads carry public five-minute cache hints.

## Core pages

- [Websites & Apps](https://miamiweb.ai/services/websites-apps): Marketing sites, web apps, SaaS, ecommerce. Published examples start at $1,500.
- [AI Agents & Chatbots](https://miamiweb.ai/services/ai-agents): Smart chatbots trained on your business. Published examples start at $4,000.
- [Voice AI](https://miamiweb.ai/services/voice-ai): AI phone agents that never miss a call. Published examples start at $5,000.
- [AI Automation](https://miamiweb.ai/services/ai-automation): Workflows that run while you sleep. Published examples start at $4,500.
- [MVP & Product Dev](https://miamiweb.ai/services/mvp-development): From idea to working product in weeks. Published examples start at $6,000.
- [Pricing](https://miamiweb.ai/pricing): Published example build ranges, Operate tiers, and founding terms.
- [The free Scope](https://miamiweb.ai/scope): What the written plan contains and what happens next.
- [Application](https://miamiweb.ai/apply): The human-reviewed start path for a free Scope.

## Optional

- [Sitemap](https://miamiweb.ai/sitemap.xml): Full index of public pages.
- [Work](https://miamiweb.ai/work): Selected work and studio concepts.
- [Insights](https://miamiweb.ai/insights): Studio notes and articles.
- [Contact](https://miamiweb.ai/contact): Non-project questions.