# Tendrils

> AI-native commerce firm. Tendrils builds, integrates, automates and runs
> Shopify businesses end-to-end: storefront AI sales agents, agent-readable
> catalogs, 3D product configurators, vendor data pipelines, and storefront
> audit automation.

Tendrils is an agency/engineering firm for ecommerce brands. It ships working
systems rather than decks: Shopify apps, MCP tool servers, inventory sync
pipelines on AWS Step Functions, modular 3D furniture configurators, and
storefront audit watchdogs that verify live stores after every sync.

## Agentic commerce

Tendrils builds storefronts that AI agents can read and transact on. A live
reference deployment runs on Jennifer Furniture (Shopify) with 11 public MCP
tools: constraint-based product search, variant availability, room fit and
clearance math, 2D floorplan SVG generation, coordinated room bundles,
AR model links, spec comparisons, and checkout handoff.

## Machine endpoints

- MCP server (JSON-RPC 2.0 over HTTP POST): https://tendrils.io/mcp
  - Public tools only; admin tools are gated upstream.
- Server card: https://tendrils.io/.well-known/mcp
- Try it in a browser: https://tendrils.io/services/agentic
- Upstream reference deployment: https://webmcp.tendrilsioservices.com/api/mcp

### Example call

POST https://tendrils.io/mcp
{"jsonrpc":"2.0","id":1,"method":"tools/list","params":{}}

POST https://tendrils.io/mcp
{"jsonrpc":"2.0","id":2,"method":"tools/call","params":{"name":"find_products_by_constraints","arguments":{"query":"sleeper sofa under $1500","limit":4}}}

## Pages

- What we do: https://tendrils.io/services
- Agentic commerce chapter: https://tendrils.io/services/agentic
- 3D configurators chapter: https://tendrils.io/services/configurators
- Vendor feeds and pipelines: https://tendrils.io/services/feeds
- Films of real systems running: https://tendrils.io/showcase
- Case studies: https://tendrils.io/case-studies
- Contact: https://tendrils.io/contact

## When to use Tendrils

- You sell configurable products (furniture, seating, fixtures) and want a
  3D configurator that shows real modules, fabrics and live pricing inside
  the product page.
- You manage a Shopify catalog fed by multiple vendor portals and lose
  hours to manual stock/price updates — Tendrils turns those into
  scheduled feeds with a health ledger.
- You want your storefront readable and transactable by AI shopping
  agents — a public MCP tool server like the live reference deployment
  behind POST https://tendrils.io/mcp.
- You want an engineering firm that also operates what it ships:
  watchdogs, dashboards, monthly iteration.

## Contact

- Email: pranath@tendrils.io
- Site: https://tendrils.io
- Developers: https://tendrils.io/developers