Resources / User Guide / Core Products
API and MCP Products
Use API and MCP products to expose governed operational context to approved applications, copilots, BI, and enterprise systems.
Application teams, data platform owners, AI teams, and integration partners.
Before you start
What to have ready
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.
Usage workflow
How to use API and MCP
Define the product contract
Document what context the consumer needs, which tenant and role scope applies, and which output shape is stable.
Publish from DataOps
Use the API/MCP workspace to expose the selected data product, catalog entry, profile, or tool surface.
Test with governed access
Validate authentication, permissions, response shape, pagination, freshness, and audit behavior with a non-production client first.
Monitor consumers
Watch run status, errors, usage, and product health so changes do not silently break consuming systems.
Product areas
Where to work in TwinEdge
DataOps API/MCP Workspace
Publish and manage data products.
Product System
Product system operations.
Product Catalog
Catalog entries and published products.
DataOps Monitor
Health and usage checks.
Developer Portal
Administrative developer access where enabled.
App links require an approved TwinEdge account and the right module access.
Related guides
Need help?
Get implementation guidance
Request API enablement when a customer application or agent needs tenant-scoped access.
Talk to TwinEdge