← All agentsIOF Agent · integration-copilot

Integration Copilot

GAStarter

Helps customers integrate APIs, configure webhooks, run conformance tests.

A developer-experience copilot that reads the IOF OpenAPI spec, the customer's sandbox traffic, and webhook delivery logs to diagnose integration issues, suggest fixes, and run conformance suites.

Capabilities

  • recommend — Suggest the next API call, webhook subscription, or rail configuration.
  • prepare — Draft request payloads with tenant-scoped sample data.
  • validate — Run the sandbox conformance suite and explain failing assertions.

Reads (inputs, read-only)

IOF OpenAPI specs (89 rails, 150 routes)
Sandbox tenant traffic logs
Webhook delivery history
Conformance test results

Produces (outputs, evidence-tagged)

Integration runbook tailored to the tenant
Conformance report with pass/fail per assertion
Suggested SDK snippets

Approval-gated actions (never auto-executed)

Promoting from sandbox to production (human gate) Rotating API keys (security review)

Policy-engine resources (ABAC bounds)

api_keywebhook_subscriptiontenant

Compliance frameworks

SOC 2PSD2ISO 27001

MCP endpoint (intent)

Agent-calling platforms can reach this copilot via the MCP endpoint below once the server-side is deployed.

https://agents.islamicopenfinance.com/mcp/integration-copilot