How AI is applied across API Evangelist and APIs.io. Read my AI disclosure →
API Evangelist API Evangelist
Discovery
Learnings
Guidance
Toolbox
Alignment
API Evangelist LLC

Arazzo MCP Generator

Apache-2.0

A CLI that turns an Arazzo document and its referenced OpenAPI files into a fully Dockerised Python MCP server — each workflow becomes a tool an agent can call. The most direct bridge yet between the two specifications: Arazzo describes the sequence, MCP exposes it. Validates the Arazzo input first, with Spectral when available.

Arazzo

Specifications it implements

What this tool does to each specification, in the role vocabulary. Follow a standard through to standards.apievangelist.com for what it actually specifies.

StandardRoleWhat that means
Arazzo generates
Using this from an agent
Interfaces
cli
Consumes
arazzo, openapi
Emits
source-code, oci-image
Runtime
Runs offline Deterministic Read-only No credentials

Where it applies

Jobs this tool actually does, and the surface each one is exercised on.

Expose an existing Arazzo workflow to agents as an MCP tool without hand-writing the server.
coding-agent

Generation is offline; the generated server makes real calls when an agent invokes it.

Website
https://github.com/wso2/arazzo-mcp-generator
Repository
https://github.com/wso2/arazzo-mcp-generator
License
Apache-2.0 — reported by the GitHub API, verified 2026-09-16
Stars
2 · last commit 2026-08-19
Reading this as an agent? Don't scrape the page — this entry is published as structured data at /tools.json, against the tool.schema.json schema, using the roles.json vocabulary. Start at /llms.txt.
arrow_back All tools by adoption