Core Products / Guide

API and MCP Products

Use API and MCP products to expose governed operational context to approved applications, copilots, BI, and enterprise systems.

Follow the workflowExplore the product
Context that reaches your applications01 / SYSTEM VIEW
EquipmentHistoryDocuments
TwinEdgeShared asset context
Digital twinsAI agentsApps + APIs
01Define02Connect03Authorize04Consume
The application receives a clear contract and traceable source context.
Before you start

Application teams, data platform owners, AI teams, and integration partners.

  • A published DataOps product or validated operational context.
  • A known consumer application, agent, dashboard, or integration.
  • Approved authentication, permission scope, and rate expectations.
  • A test plan for read-only access before production use.
THE WORKFLOW

Move through the connected record.

  1. 01

    Define the product contract

    Document what context the consumer needs, which tenant and role scope applies, and which output shape is stable.

  2. 02

    Publish from DataOps

    Use the API/MCP workspace to expose the selected data product, catalog entry, profile, or tool surface.

  3. 03

    Test with governed access

    Validate authentication, permissions, response shape, pagination, freshness, and audit behavior with a non-production client first.

  4. 04

    Monitor consumers

    Watch run status, errors, usage, and product health so changes do not silently break consuming systems.

CONTINUE IN TWINEDGE

Open your workspace.

Sign in with your TwinEdge account to access your enabled modules.

DataOps API/MCP Workspace

Publish and manage data products.

Open in app

Product System

Product system operations.

Open in app

Product Catalog

Catalog entries and published products.

Open in app

DataOps Monitor

Health and usage checks.

Open in app

Developer Portal

Administrative developer access where enabled.

Open in app
EXPLORE THE NEXT CONNECTION

Continue the workflow.

DataOps

Use DataOps Workbench to turn sources, tags, files, and records into reusable asset context, canonical graph relationships, API products, and MCP-ready data.

Agentic Analytics

Use Agentic Analytics to run governed agents on validated context, review recommendations, inspect evidence, and route approved action.

Marketplace

Use Marketplace to discover reusable data packs, connector patterns, templates, agent skills, twin packs, and activation recipes.

IMPLEMENTATION GUIDANCE

Build it around your operation.

Request API enablement when a customer application or agent needs tenant-scoped access.

Talk to TwinEdge