AI agent for Stripe
Connect Stripe to your AI agent through the WorkAist MCP server.
Marketplace
Pre-built connector templates · install with one click.
- 1Install in one click
Pick Stripe from the marketplace. WorkAist handles API key and stores the credentials encrypted — no JSON keys to paste.
- 2Tools auto-generated
Stripe exposes 6 MCP tools to every agent in your workspace: list_charges, create_payment, refund_charge, get_balance, and more. Each tool is a typed function, not a brittle script.
- 3Data flows to your graph
Historical payments records sync to your private knowledge graph. Agents query relationships across all connected sources, not just Stripe in isolation.
- 4Your agents take action
AI Bookkeeper picks the right tool, runs it under your access policies, and answers in plain language — with a full audit trail of every Stripe call.
Stripe is payments software you can connect to WorkAist in minutes. Through the open MCP standard, your AI agents categorise transactions, reconcile accounts and prepare reports — autonomously, under explicit permissions, with no manual hand-offs. Stripe authenticates via a secure API key, and because WorkAist is self-hosted under AGPL-3.0, your data never leaves your own infrastructure.
AI agents that use Stripe
Authentication & setup
The Stripe connector authenticates via API key.
Generate an API key in the service dashboard and paste it at install time. WorkAist encrypts it at rest.
Frequently paired with Stripe
FAQ
Can a WorkAist AI agent really automate Stripe end-to-end?▼
Yes. The connector exposes read and write tools through Model Context Protocol. AI agents call them through plain-language instructions in a CLAUDE.md file — no glue code.
How does this differ from using the Stripe API directly?▼
The connector adds permission isolation, audit logging, cost tracking per agent, and reversible PII redaction at the LLM boundary. It also presents Stripe as part of a unified Knowledge Graph alongside your other tools.
What does it cost?▼
WorkAist is open-source under AGPL-3.0 and self-hosted, so the connector itself is free. You pay only for Stripe's own API costs (if any) and the LLM tokens your agent consumes.
Is my Stripe data sent to a third party?▼
No. WorkAist runs in your own infrastructure. Data flows from Stripe → your WorkAist instance → the LLM you choose. Sensitive fields can be tokenized before reaching the LLM.
What if Stripe changes its API?▼
The connector is versioned and published openly. When Stripe ships breaking changes, we bump the connector version and the marketplace UI surfaces the upgrade as a one-click apply.