AI Agents Crew · integration
Hire an AI API Integrator that prepares connector plans for unknown platforms.
Dynamic synthesis of unknown platform APIs.
API Integrator is Crewmerce's AI worker for connecting unknown platforms. The worker reads most public API documentation, drafts a connector plan covering authentication and endpoint mapping, runs first-read validation against a benign endpoint, and surfaces a cost preview before any heavier work runs. Write capability is wired up as a separate approval round; promotion to pre-built status is a developer-side review.
A normal day with API Integrator.
It's Tuesday afternoon. A shop owner needs to connect a niche e-commerce platform that Crewmerce has not seen before. They paste the platform's API documentation URL. API Integrator reads the spec, recognises the OAuth handshake the platform uses, drafts a connector plan covering which endpoints handle orders / customers / catalog read, and surfaces a cost preview before any heavier work runs. The owner approves. API Integrator runs the first authenticated read against a sample endpoint, surfaces the response shape, and stops to ask whether write capability should be wired up as a separate approval round.
What this AI worker does.
- Read most public API documentation and propose a connector plan
- Draft endpoint mapping for orders / customers / catalog / other shop concepts
- Recognise the common login handshakes (OAuth, API key, Basic, Bearer)
- Diagnose first-call failures and propose repairs for your approval
- Nominate stable, multi-workspace connectors for pre-built promotion
- Show a cost preview before any heavier integration work runs
What you can do with API Integrator.
Read a platform's API documentation and propose a connector plan.
API Integrator parses OpenAPI specs, Postman collections, or regular HTML help pages from a URL, recognises the shape, and drafts a connector plan covering which endpoints map to orders, customers, catalog and other shop concepts. The plan is a proposal you approve before any work runs.
Handle the common authentication handshakes safely.
OAuth, API key, Basic Auth, Bearer token, custom flows with header + body combos or request signing — API Integrator recognises the auth pattern from the docs, drafts the credential exchange, and asks you to confirm the scope before saving anything.
Test read capability before any write proposal.
After auth validates, API Integrator runs a sample read against a benign endpoint, surfaces the response shape, and confirms the connector can actually parse what comes back. Write capability is wired up as a separate approval round so reads and writes are not bundled into one tap.
Diagnose and repair first-call failures from the live response.
When the first authenticated call does not match what the documentation said it would return, API Integrator inspects the live response, hypothesises a fix (missing header, wrong content type, parameter encoding), and proposes the repair. The record shows the failure, the diagnosis, and the proposed correction for your approval.
Nominate a validated connector pattern for pre-built review.
After the connector pattern has been validated across multiple workspaces, API Integrator can nominate it for pre-built review without reusing private credentials or workspace data. Future shops on the same platform get the deterministic pre-built path only after developer-side review.
How API Integrator earns your trust.
API Integrator earns your trust step by step. The worker starts by reading and preparing — never changing anything. You approve every action that matters. Once you've approved the same kind of work enough times, the worker can run those low-risk repeats on its own — under your rules, with every action still showing up in your receipt log. Refunds, bulk changes and anything sensitive stay approval-first.
Read
API Integrator reads the platform documentation you point it at — OpenAPI specs, Postman collections, HTML help pages — and explains what it found: which authentication handshake the platform uses, which endpoints look most relevant for ecommerce, what the cost of synthesising a connector will be. Nothing connects; no credentials exchanged.
Prepare
API Integrator drafts the connector plan — endpoint mapping, authentication exchange, request/response shape, capability list — with the cost preview surfaced upfront. Nothing posts to the platform; no real connection is opened yet.
Approve
You tap. API Integrator opens the authenticated connection, runs the first read, validates the response shape, and saves the connector as a workspace-private definition. The Receipt records every step — which endpoints were tried, which auth handshake succeeded, which response shapes parsed cleanly.
Automate
Once a synthesised connector has been used successfully across a few distinct workspaces and the underlying platform has stayed stable, API Integrator can graduate it to pre-built status under your rules. Single-workspace connector synthesis, write capability rollouts and any new platform stay approval-first.
What it costs.
Simple tasks are included in your plan. Heavier work shows a cost preview before it runs. You see the number, you approve, then it runs. Nothing surprises the bill.
- Read
- Free across the workforce. Status checks, audits, lookups — anything where the worker just reads from your store.
- Draft & prepare
- Single-platform synthesis, prepared connector tests, single-handshake validation — included with your plan.
- Generate & automate
- Heavier work — unusual platform synthesis, deep documentation reads, multi-spec connectors — shows a cost preview before it runs. You approve before any extra cost.
How API Integrator works on its own.
API Integrator operates standalone — no downstream delegation. The Worker hands off to Onboarding Specialist when a fresh shop platform shows up, and surfaces every step in your chat thread.
See API Integrator in the full team flow — read the week-by-week walkthrough of how the AI crew actually runs a real shop together.
Questions
Questions about hiring API Integrator.
What kinds of platform documentation can it read?
Most public API documentation — formal OpenAPI specs, Postman-style collections, and regular HTML help pages where the endpoints are described in prose. API Integrator detects the input shape and picks the right reader; you see a cost preview before the heavier work runs.
How does it handle authentication?
It recognises the common login handshakes — OAuth, API key, Basic Auth, Bearer token, and custom flows with header + body combos or request signing. The credential exchange is drafted as a proposal you approve; the Receipt logs which handshake was selected and why.
Does it test that the connector actually works before saving it?
Yes. After authentication validates, API Integrator runs a sample read against a benign endpoint, confirms the response shape matches the documentation, and surfaces any drift. Write capability is wired up as a separate approval round so reads and writes are not bundled.
What happens if the first call fails?
API Integrator inspects the error response, hypothesises a fix (missing header, wrong content type, parameter encoding), and proposes the repair for your approval. The record shows the failure, the diagnosis, and the proposed correction — no silent retries.
Does the synthesised connector get reused for other shops?
After the connector pattern has been validated across multiple workspaces, API Integrator can nominate it for promotion to pre-built status without reusing private credentials or workspace data. The promotion itself is a developer-side review; once promoted, future shops on the same platform get the deterministic pre-built path.
Same chat. Same Receipt format. Same earned-autonomy promise.
Hire API Integrator.
Read-only by default. You approve every important action. Cancel anytime.