MCP · Model Context Protocol

The same tools the
operations center runs on.

Every policy step and agent action in datavessel is a typed tool call on a client's store — Shopify, WooCommerce, Shopware, GA4, Search Console, Google Ads and more. Over MCP and the CLI, those same 200+ tools are available to Claude, your own agents and your scripts, scoped to the store you pick.

Connect an MCP clientRead the guide

Claude Desktop · Claude Code · the datavessel CLI · any MCP client

See it

Real tool calls. Real store writes.

From Claude on desktop or mobile, the model reads a client's store through the same typed tools the operations center uses and acts through them — with writes gated by your sign-off, exactly as they are in the inbox.

Claude Desktop — mcp.datavessel.io/mcp
Claude Desktop·mcp.datavessel.io/mcp
Claude Mobile
Claude Mobile
Why MCP

Built for agents, not chat.

MCP lets a model use a client's store as a store — typed reads and gated writes — not as scraped text in a context window.

01

One catalogue, two surfaces

Policies and agents inside datavessel call these tools. So can Claude, your own agents or a script over MCP and the CLI. Same names, same schemas, same permissions.

02

Scoped per client store

Every tool call runs against one connected store. An agency with ten clients gets ten scopes — nothing leaks across accounts.

03

Writes land in the ledger

Refunds, fulfilments, copy changes and discounts are gated by sign-off or allowed on autopilot per tool, and every write is recorded with who approved it. Reads always run.

04

Bring your own model

Claude, GPT or Gemini inside datavessel; Claude Desktop, Claude Code or any MCP client outside it. The tools come from datavessel; the model is yours to choose.

The tool surface

What the operations center can do on each store.

Every connected source on a client's store becomes a set of typed tools. New sources show up in the MCP client and the CLI the next time you reconnect.

Google Analytics 4

Traffic, acquisition, conversions, custom dimensions.

  • Account & property summaries
  • Standard & realtime reports
  • Google Ads link inspection
  • Custom dimensions & metrics

Google Search Console

Organic search performance & indexing health.

  • Top queries / pages / countries / devices
  • Rising queries vs prior period
  • URL inspection (indexing & rich results)
  • Sitemap listing & detail
  • Keyword opportunity analysis

Google Merchant Center

Shopping performance, feed health & product fixes.

  • Product performance per offer id
  • Listing status & feed issues
  • Price insights & best sellers
  • Approval-gated product overrides & inventory

Google Ads

Campaign performance, ROAS & approval-gated fixes.

  • Campaign / ad group / keyword / search-term performance with conversion value & ROAS
  • Budgets, bidding strategy & target ROAS, Search impression share
  • Purchase-only conversions, PMax asset groups, per-product spend
  • Raw GAQL; pause, budget, negative-keyword & bid changes (approval-gated)

Shopify

New writes

Live store data + the full order lifecycle, approval-gated.

  • Orders, products, customers, inventory
  • Fulfillments with carrier & tracking
  • Refunds: calculate (dry-run), then execute at exact amounts
  • Cancel orders · fix shipping addresses
  • Create products (drafts by default)
  • Discounts, analytics & flexible GraphQL queries

WooCommerce

New writes

WordPress-native commerce, now with order ops.

  • Orders, products, customers
  • Gateway refunds · order status & address updates
  • Customer-facing order notes (tracking)
  • Create products (drafts by default)
  • Sales reports, top sellers & coupons

Shopware

New writes

Storefront + admin reads, CMS / landing page authoring, and the full order state machine — always gated by approval on outside-world writes.

  • Storefront reads (navigation, products, search, CMS pages)
  • Order state transitions — read the legal moves, then ship / cancel / complete
  • Ship deliveries with tracking codes · record returns
  • Record refunds via the payment state machine
  • Create products (inactive by default) · update product copy
  • Create & update CMS pages and landing pages
  • Assign CMS pages to categories · upsert canonical SEO URLs
  • Admin search across any entity · bulk multi-entity sync
  • Customers, reviews, promotions, sales summaries

WordPress

Publish and update blog content.

  • List & read posts
  • Create & update posts (HTML)
  • List categories & tags

HubSpot

CRM context for sales & marketing.

  • Contacts, companies, deals, tickets
  • Pipelines & associations

Meta (Facebook / Instagram)

Ad account performance. Available once Meta completes its review of the datavessel app.

  • Ad accounts, campaigns, ad sets, ads
  • Account / campaign / ad set / ad insights

Slack

Optional notify step: post ledger summaries and sign-off requests to a channel.

  • Channels, DMs, thread replies
  • Post messages and block-kit summaries
  • User lookup & workspace info

LinkedIn

Publish text and article posts.

  • Profile info
  • Create text and article posts

datavessel utilities

Built-in tools — no OAuth needed.

  • Google SERP search
  • URL lookup & content analysis
  • Team memory (remember / recall / summarise)
  • PDF report generation
  • Domain expiry & current time helpers
  • Schedule & manage agents and policies

Tools are versioned in the backend and discovered at connect time. Add a new source on a store in the app — every MCP client and the CLI pick up the new tools on the next reconnect.

Same tools, your own agents.

Add datavessel to Claude Desktop, Claude Code or your own agent runtime, pick a client store, and the whole tool catalogue is there. Reads run free; writes wait for sign-off and land in the ledger.

Set up MCPRead the guide