QuickBooks MCP
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QuickBooks MCP: AI Agent Workflows for QuickBooks Online
Extract bank statements, invoices, and receipts with DocuClipper, then let your AI agent post them to QuickBooks. End-to-end MCP workflow from Claude Desktop, Cursor, or Continue.
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Install the DocuClipper MCP server
Pair with a QuickBooks MCP server (third-party or your own) and your agent can chain extract → post.
claude_desktop_config.json
{
"mcpServers": {
"docuclipper": {
"command": "npx",
"args": ["-y", "docuclipper-mcp"],
"env": {
"DOCUCLIPPER_PAT": "dcp_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
}
}
}
}Example: extract and post a year of statements
User: Process the 12 monthly Chase statements in ~/2025-statements/ and post the transactions to QuickBooks Online (Acme Corp realm). Skip any statement that doesn't reconcile.
Claude (chains docuclipper.convert_bank_statement -> qbo MCP tool):
- 12 statements processed; 12/12 reconciled
- 1,247 transactions queued for QuickBooks
- Posted to QuickBooks: 1,247 transactions
- Done in 4m 12sPrefer no agent? DocuClipper has a native QuickBooks Online integration. Statement transactions, invoices, and receipts can be exported with a button click, see the QuickBooks integration page.
What an MCP-powered QuickBooks workflow gives you
Same extraction engine as the DocuClipper REST API, with an AI agent in the loop.
Extract first, export second
DocuClipper's MCP server pulls structured data from PDF bank statements, invoices, and receipts. Once extracted, push to QuickBooks Online via the agent's QuickBooks tools or the DocuClipper UI.
End-to-end agent workflow
Drop a folder of statements into Claude Desktop, ask the agent to extract them and post to QuickBooks. The agent chains MCP tools without manual switching.
Reconciled, audit-ready data
Each statement returns a reconciled flag so the agent only posts files where transactions match the printed balance, exactly the same QA model used in production accounting workflows.
Works with Claude, Cursor, Continue
Any Model Context Protocol client that speaks stdio can call DocuClipper. Add docuclipper-mcp to your config and the tools appear next to your other MCP servers.
PAT auth, scoped to your account
Generate a Personal Access Token in DocuClipper, drop it in DOCUCLIPPER_PAT. Your agent inherits your DocuClipper credit balance and document history.
No install, just npx
command: npx, args: [-y, docuclipper-mcp]. Pair with your favorite QuickBooks MCP server and let the agent move data between them.
QuickBooks MCP FAQ
DocuClipper provides the extraction MCP server. Pair it with a QuickBooks MCP server (third-party or your own) and your agent can chain extract -> post in a single workflow. DocuClipper also supports native QuickBooks export from the product UI and REST API if you prefer not to run a QuickBooks MCP server.
Use MCP when you want an AI agent in the loop, e.g. an agent that decides what to post, classifies transactions, flags duplicates, or coordinates QuickBooks with other systems. Use the native DocuClipper QuickBooks integration when you want a button-click export without an agent.
Bank statement transactions (with date, description, amount, account), invoice line items, and receipt totals. The same shape DocuClipper's REST API returns; the QuickBooks MCP tool maps fields to QuickBooks accounts.
Yes. The reconciled flag on each statement tells the agent which files are safe to post. For statements that don't reconcile, the agent can route to manual review instead.
Bearer-token auth via a Personal Access Token (PAT) scoped to your DocuClipper account. The PAT lives in DOCUCLIPPER_PAT in your MCP client env.