API transformation

Map supported REST endpoints to MCP tools without replacing the backend.

For supported REST API specifications, this path maps technical endpoints into clearer tool interfaces and generates artifacts for your team to inspect, test, and deploy.

What this path delivers

REST

Supported API style

OpenAPI 2.0/3.x

Specification input

Generated

Inspectable package

Your team

Tests and deploys

Why this path matters

An API specification does not define a safe agent tool by itself.

Review tool names, inputs, outputs, authentication, errors, and usage guidance before an agent calls the interface.

01

Low semantic clarity

Endpoint names and schemas make sense to developers, but not to agents reasoning about business intent.

02

Weak execution controls

Auth, rate limits, and error handling are often designed for applications, not autonomous tool use.

03

Poor discoverability

The useful actions are buried across sprawling specs and inconsistent documentation.

04

Deployment drag

Even when the interface is clear, teams still need a package they can deploy and own without guesswork.

Mapping sequence

Read the API, define the tools, test the generated package.

Start with a supported OpenAPI specification. Select the endpoints, review each tool definition, generate the package, and test it before deployment.

01

Ingest

Upload a supported OpenAPI or Swagger specification and review the parsed endpoints.

02

Analyze

Map endpoints, infer useful types, and identify the actions that matter most operationally.

03

Clarify

Rewrite names, descriptions, and parameters into a cleaner tool abstraction.

04

Generate

Produce an integration package and supporting deployment artifacts for review.

05

Deploy

Test the generated interface and deploy it in an environment your team supports.

Owned deliverables

Inspect the generated integration package before you deploy it.

Your team keeps the generated code and supporting files. Your team must still review, test, deploy, and operate the package.

Generated integration server package
Enhanced API specs with semantic descriptions
Tool definitions for AI agent consumption
Authentication configuration for supported schemes
Generated error-handling and deployment scaffolding
Deployment documentation and environment templates

Governed integration package

Teams can inspect, test, extend, and deploy the generated package inside their existing delivery model. Generation does not replace production review.

Input

OpenAPI specification

Review

Required before deployment

Best fit

Existing backend, poor AI interface

Common inputs

Supported specification inputs for this path.

Use this path when you have a REST API described by a supported OpenAPI or Swagger specification.

OpenAPI 3.xSwagger 2.0REST APIsJSON or YAML specifications
Start with the interface

Assess the API inventory before deciding what should become an agent tool.

An assessment clarifies which APIs matter operationally, which require governance work, and what review is required before deployment.

Supported REST inputReview before deploymentCustomer-owned package