APIs · web apps · desktop software

Turn any legacy system into a modern API

You're building on software that fights you — a half-documented API, a vendor portal, a desktop app with no integration story. Point Briddj at it. Our AI maps it and hands back a clean REST API, an OpenAPI spec, hosted docs, and an MCP server your agents can call. Minutes, not months.

01The problem

The software your business runs on was never built to be built upon.

The docs are a myth.
The systems you depend on document their APIs in scattered prose, tribal knowledge, and support tickets — when they document them at all.
Every integration starts with archaeology.
You spend weeks reverse-engineering endpoints, guessing at parameters, and testing against production because there is nowhere else to test.
Your AI agents can't reach any of it.
Agents and copilots work through clean APIs and MCP servers. Your legacy vendors ship neither — so the systems holding your most valuable data are invisible to the tools you're trying to build.
02What it's costing you

A hand-built integration bills you twice: once to work out how the system behaves, and again every time it changes.

The one that actually hurts

Your data stays trapped.

The records your business runs on sit behind a system your modern tools — and your customers — simply can't reach. Agents and modern software can't get in, so the work you'd automate with AI stays manual — while competitors who can reach their data pull ahead.

Weeks per integration.

Every new system starts the reverse-engineering over. What you worked out about the last one doesn't carry across.

AI projects stall after the demo.

The prototype impresses, then stops the moment it needs live data from a system with no API to call.

One person holds the whole map.

When they move on, the integration becomes a black box nobody can safely change.

03The solution

Wrap the system once. Everything downstream gets a modern API.

Feed Briddj whatever the vendor left behind — a spec, a docs link, or a handful of example requests. It maps the system and generates the four things every modern integration needs. Update the mapping once; every consumer and agent stays in sync.

  • A clean REST API

    Normalized paths and parameters, behind your own API keys, with every request logged.

  • An OpenAPI 3.1 spec

    Always in sync with what your API actually serves — your codegen and tooling just work.

  • Docs your integrators can read

    A hosted, shareable reference with parameters and copy-paste examples.

  • An MCP server for your agents

    Every endpoint becomes a documented tool Claude and other agents can call.

one wrapper, four surfaces
$ curl https://briddj.app/v1/acme-erp/customers/42 \
     -H "Authorization: Bearer ak_live_9f2c…"

{
  "id": 42,
  "name": "Northwind Traders",
  "plan": "enterprise",
  "renewsAt": "2026-09-01"
}

# the same wrapper is also:
#   OpenAPI  →  /v1/acme-erp/openapi.json
#   Docs     →  /docs/acme-erp
#   MCP      →  claude mcp add acme-erp …
04How it works

Three steps. No SDK to learn, no vendor to wait on.

01

Point it at the system

Paste a spec URL, a docs link, or a handful of example requests. No access to the vendor's source, no SDK to install.

02

The AI maps it

Briddj reads the docs, imports any spec, and safely probes the live system to reconstruct the endpoint inventory — validated against real responses, not invented.

03

Ship the API

Get a REST API, an OpenAPI spec, hosted docs, and an MCP server behind your own keys. Change the mapping later in plain language.

05Built to trust

Your credentials stay locked away. You stay in control of every endpoint.

Credentials never leave the vault.

Upstream secrets are encrypted at rest and injected server-side on every request — never handed to a consumer, never shown in chat, never logged.

Access is per consumer.

Issue a key per team or customer; each gets its own session and its own request logs. Revoke any of them the moment you need to.

You decide what ships.

Turn on exactly the endpoints you want, switch the rest off, and rename or reshape the API anytime — the docs and spec regenerate to match.

For teams locked into legacy vendors · consultancies who integrate once, not every project · builders shipping AI agents on real data

Stop reverse-engineering the systems you're stuck with.

Wrap your first system in minutes and bring the data your team — and your agents — have been locked out of into the modern stack.