How Evlio works

Evlio connects API discovery, collections, contracts, quality scoring, testing, and hosted MCP servers. Start with a repository or specification, review the discovered API, and publish the surface you want consumers to use.

Collections describe your APIs; contracts define consumer-facing subsets; MCP deployments expose published operations as agent tools.

The pipeline, end to end

Ingest an API into a collection, review its endpoints and quality findings, choose a contract or MCP surface, and publish it. Testing and insights help you verify what consumers can actually call.

Built for the agentic era

APIs were documented for humans reading docs pages. Agents need something stronger: interfaces they can discover, trust, and call, backed by specs that are actually current. In most companies the spec drifts from the code within weeks, the catalog is a wiki nobody updates, and every team hand-rolls its own MCP plumbing. Evlio replaces all of that with one pipeline that starts from whatever you already have, a repo, a spec, a Postman workspace, or a plain-language prompt, and ends with a governed, monitored, agent-callable API surface.

The pipeline, stage by stage

Each stage in the diagram above earns its place. Together they turn a moving codebase into an API surface agents can rely on:

Keep source and published tools current

A completed scan updates the source-backed collection. It does not automatically publish an updated contract or rebuild every MCP server. Review drift, synchronize the intended changes, obtain any required approval, and publish. Verify that connected clients see the expected tool list.

Start where your APIs are

Evlio connects API documentation, governance, and agent access in one workflow. If you want to see the pipeline on your own code, the quickstart takes you from a cold repo to an agent making real calls in six moves, and it all starts at evlio.xyz/app.