AI & MCP · 2026

Your APIs, accessible to any agent that speaks MCP.

Publish a spec, get a Model Context Protocol server in return. Six tools, fully RBAC-aware, consumed natively by Claude Desktop, Cursor, Windsurf, and Kilo Code. No glue code, no extra service, no per-seat tax.

Publish your first spec How it works

For the AI-readiness mandate

Your APIs, accessible to Claude. Cursor. Kilo.

The 2026 mandate from your VP isn't a pitch deck — it's a deadline. Publish your spec, get an MCP server in return. Six tools, fully RBAC-aware, ready to wire into any agent that speaks MCP.

claude desktop · mcp · payments-api

# In Claude Desktop, after connecting your spec…
user> Find every endpoint that accepts a Stripe customer id

claude> search(query="customer_id parameter")
        → 4 endpoints matched
          GET /v1/customers/{id}
          POST /v1/charges
          GET /v1/subscriptions
          DELETE /v1/payment_methods/{id}

user> Run the GET on the staging server with id=cus_test_42

claude> run(method="GET",
        path="/v1/customers/{id}",
        server="staging",
        params={ id: "cus_test_42" })
        → 200 OK · 184ms · {"id": "cus_test_42", "email": "a@b.io", …}

# Editor scope: viewer can run; editor can update; owner can delete.

Six tools, one auth handshake

Match endpoints by path, tag, method, or description.

get

Fetch endpoint detail with schemas and examples resolved.

create

Add a new endpoint to the spec. Editor role required.

update

Patch operation, params, schemas, or security blocks.

run

Execute via server-side proxy. Full response captured.

analyze

Validate the spec, surface drift, suggest fixes.

Tested with

Claude Desktop Claude Code Cursor Windsurf Kilo Code

How to publish · three steps

From spec to live MCP server in under a minute.

01
Import or paste your spec

Drop in any OpenAPI 3.x JSON / YAML, or import a Swagger 2.0 spec — we'll convert it. Your spec lives in a workspace, not localStorage, so it's available everywhere you sign in.
02
Toggle "Publish as MCP"

Workspace settings · MCP. Choose public (no auth, rate-limited) or private (Bearer token, RBAC-aware). The server URL appears immediately at mcp.openapistudio.app/<your-slug>.
03
Wire into your agent

Paste the URL into Claude Desktop's claude_desktop_config.json, into Cursor's MCP settings, or into the Windsurf / Kilo connectors. Six tools light up: search, get, create, update, run, analyze.

RBAC at the protocol layer

Tools are scoped to the caller's role.

Viewer tokens get search, get, and run. Editor tokens add create and update. Owner tokens unlock analyze. Permissions are checked on every tool call, not just at handshake — so a viewer's agent literally cannot delete an endpoint, even if it tries.

Viewersearch · get · run
Editor+ create · update
Owner+ analyze · delete

Five minutes from now, you'll have an MCP server.

No credit card. No "book a demo." Free covers a single workspace; Pro is $4/mo flat for unlimited.

Start free See pricing

Your APIs, accessible to any agent that speaks MCP.

Import or paste your spec

Toggle "Publish as MCP"

Wire into your agent

Tools are scoped to the caller's role.

Five minutes from now, you'll have an MCP server.