Turn the dashboard into something an agent can finish.

If the only surface is a UI, the agent guesses. If the only MCP is one tool per route, the host moves on. Index the operations. Publish search, get, and call. Then Contract the run.

Build from your API

The dashboard, callable

Build + Contract

01
Spec
In
OpenAPI, GraphQL, or a pasted contract.
02
Three tools
Out
We index the ops. Not one tool per route.
03
Contract
Tab
Published catalog vs the run.

A 386-route dump is not a product an agent can finish.

Start. Tools. Watch.

Simple words. Same MCP.

Start

Your API. One URL.

SpecWAIT

OpenAPIPASTE

Spec

OpenAPI or GraphQL.

IndexOPS

Routes12

Index

We list the ops.

apimcp

MCP

A URL hosts can call.

Tools

Three tools. Not one per route.

search invoice

8 records

Search

Find the record.

Get

get inv_204

ok

Get

Open the item.

Call

call refund

done

Call

Do the job.

Watch

Ship. Check. Repeat.

ContractTAB

ListedOK

UsedOK

Contract

Listed vs used.

hosturl

Connection

The URL still opens.

ShipGATE

same check after release

Ship

Same check after you release.

FAQ

Common questions

Question	Answer
Does every product need OpenAPI?	A dashboard convert needs a contract: OpenAPI, GraphQL, or a pasted spec. A website convert reads the public site.
Does a large API become one tool per path?	No. We index the operations. The agent gets three tools and searches the catalog.
We already host an MCP.	Add that URL. This page is for teams that have an API and no MCP yet. Contract still applies to yours.

Publish the product agents can call.Then score the catalog.

OpenAPI, GraphQL, or a pasted spec. Three tools. Contract after you ship.

Build from your API