Integrates with Stripe for payment processing, webhook handling, and Pro tier subscription management.
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@Invoice Parser MCPextract the vendor, items, and total from invoice.pdf"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
Invoice Parser MCP
Parse invoices, receipts, and financial documents into structured JSON โ from your AI agent.
๐ License: MIT
๐ Version
๐ MCP
Listed on: Glama ยท Smithery ยท mcp.so
Built for the Model Context Protocol. Powered by Claude Vision.
What it does
Extracts structured data from PDF invoices, scanned receipts, and image files. No templates, no OCR configuration โ Claude Vision reads the document and returns clean JSON.
Related MCP server: Doc Agent
Tools
Tool | Description | Price |
| Full invoice parsing (vendor, line items, totals, due date) | $0.05/call |
| Retail receipt parsing (merchant, items, tax, payment method) | $0.05/call |
| Just the itemized list, nothing else | $0.01/call |
| Just subtotal, tax, total, due date | $0.01/call |
| Math validation โ checks that line items add up | $0.01/call |
| Batch parse multiple files โ summary CSV (max 20) | $0.10/call |
Tool Reference
parse_invoice
Full invoice parsing. Extracts every structured field from a vendor invoice.
Parameters
Parameter | Type | Required | Description |
| string | Yes | Absolute path to the invoice PDF or image (PNG, JPG, WEBP). |
| string | No* | Your InvoiceParser API key. Get one at plenitudo.ai. |
| string | No* | x402 payment proof (Base USDC tx hash). Alternative to |
*Either api_key or payment_proof must be provided.
Example input
{
"file_path": "/Users/me/documents/invoice_acme_jan2025.pdf",
"api_key": "ip_free_abc123"
}Example output
{
"ok": true,
"document_type": "invoice",
"vendor": {
"name": "Acme Corp",
"address": "123 Industrial Way, Austin TX 78701",
"email": "billing@acme.com",
"phone": "512-555-0100",
"tax_id": "12-3456789"
},
"bill_to": {
"name": "Jane Smith",
"address": "456 Oak Ave, Boston MA 02101",
"email": "jane@example.com"
},
"invoice_number": "INV-2025-0142",
"invoice_date": "2025-01-15",
"due_date": "2025-02-15",
"payment_terms": "Net 30",
"currency": "USD",
"line_items": [
{
"description": "Software consulting โ January",
"quantity": 40,
"unit_price": 175.0,
"total": 7000.0,
"tax_rate": 0.0
}
],
"subtotal": 7000.0,
"discount": 0.0,
"tax_amount": 560.0,
"shipping": 0.0,
"total": 7560.0,
"amount_due": 7560.0,
"notes": "Wire transfer preferred. See banking details on page 2.",
"po_number": "PO-98765"
}parse_receipt
Parse a retail or expense receipt. Designed for point-of-sale receipts, restaurant bills, and expense claim documents.
Parameters
Parameter | Type | Required | Description |
| string | Yes | Absolute path to the receipt PDF or image (PNG, JPG, WEBP). |
| string | No* | Your InvoiceParser API key. |
| string | No* | x402 payment proof (Base USDC tx hash). |
Example input
{
"file_path": "/Users/me/receipts/coffee_shop_march1.jpg",
"api_key": "ip_free_abc123"
}Example output
{
"ok": true,
"document_type": "receipt",
"merchant": {
"name": "Blue Bottle Coffee",
"address": "300 Webster St, Oakland CA 94609",
"phone": "510-555-0200",
"website": "bluebottlecoffee.com"
},
"date": "2025-03-01",
"time": "09:14",
"receipt_number": "5541",
"cashier": "Maria",
"items": [
{ "name": "Latte (large)", "quantity": 1, "unit_price": 6.50, "total": 6.50, "sku": "", "category": "beverage" },
{ "name": "Croissant", "quantity": 1, "unit_price": 4.00, "total": 4.00, "sku": "", "category": "pastry" }
],
"subtotal": 10.50,
"discounts": 0.0,
"tax": 0.84,
"tip": 2.00,
"total": 13.34,
"currency": "USD",
"payment_method": "Visa",
"card_last_four": "4242",
"transaction_id": "TXN-88821",
"loyalty_points": null,
"notes": ""
}extract_line_items
Lightweight extraction that returns only the itemized list. Faster and cheaper than parse_invoice when you only need the line items.
Parameters
Parameter | Type | Required | Description |
| string | Yes | Absolute path to the invoice or receipt PDF or image. |
| string | No* | Your InvoiceParser API key. |
| string | No* | x402 payment proof (Base USDC tx hash). |
Example output
{
"ok": true,
"line_items": [
{ "description": "Widget A (x10)", "quantity": 10, "unit_price": 12.00, "total": 120.00 },
{ "description": "Widget B (x5)", "quantity": 5, "unit_price": 24.00, "total": 120.00 }
],
"item_count": 2
}extract_totals
Extract only the financial summary (subtotal, taxes, totals, due date) without parsing line items or vendor details.
Parameters
Parameter | Type | Required | Description |
| string | Yes | Absolute path to the invoice or receipt PDF or image. |
| string | No* | Your InvoiceParser API key. |
| string | No* | x402 payment proof (Base USDC tx hash). |
Example output
{
"ok": true,
"currency": "USD",
"subtotal": 240.00,
"discount": 0.0,
"tax_amount": 19.20,
"tax_rate": 8.0,
"shipping": 0.0,
"tip": 0.0,
"total": 259.20,
"amount_due": 259.20,
"invoice_date": "2025-01-15",
"due_date": "2025-02-15"
}validate_invoice
Math validation tool. Verifies that line item totals equal quantity ร unit_price, that the subtotal matches the sum of line items, that the tax calculation is consistent, and that the final total reconciles. Allows ยฑ$0.02 rounding tolerance.
Parameters
Parameter | Type | Required | Description |
| string | Yes | Absolute path to the invoice PDF or image. |
| string | No* | Your InvoiceParser API key. |
| string | No* | x402 payment proof (Base USDC tx hash). |
Example output โ valid invoice
{
"ok": true,
"valid": true,
"issues": [],
"summary": {
"line_items_checked": 3,
"subtotal": 450.00,
"tax": 36.00,
"total": 486.00,
"currency": "USD"
}
}Example output โ invalid invoice
{
"ok": true,
"valid": false,
"issues": [
{
"field": "line_item_2_total",
"expected": 120.00,
"found": 100.00,
"description": "quantity (10) ร unit_price (12.00) = 120.00, but stated total is 100.00"
}
],
"summary": {
"line_items_checked": 3,
"subtotal": 340.00,
"tax": 27.20,
"total": 367.20,
"currency": "USD"
}
}export_to_csv
Batch parse up to 20 invoices or receipts and export a summary CSV. Each row contains: filename, document type, vendor/merchant, date, number, subtotal, tax, total, currency, due date, payment method.
Parameters
Parameter | Type | Required | Description |
| array of strings | Yes | List of absolute paths to invoice/receipt PDFs or images. Maximum 20. |
| string | Yes | Absolute path where the output CSV file will be saved. |
| string | No* | Your InvoiceParser API key. |
| string | No* | x402 payment proof (Base USDC tx hash). |
Example input
{
"file_paths": [
"/Users/me/invoices/jan2025.pdf",
"/Users/me/invoices/feb2025.pdf",
"/Users/me/receipts/expense_march.jpg"
],
"output_path": "/Users/me/exports/q1_summary.csv",
"api_key": "ip_free_abc123"
}Example output (JSON response)
{
"ok": true,
"output_path": "/Users/me/exports/q1_summary.csv",
"rows_written": 3,
"errors": []
}CSV columns: filename, document_type, vendor_merchant, date, number, subtotal, tax, total, currency, due_date, payment_method
Supported formats
PDF (invoices, scanned documents)
PNG, JPG, WEBP (photos of receipts, screenshots)
Authentication
Free tier: 20 parses/month with an API key (get one at plenitudo.ai)
Pay-per-use (x402): No account needed. Send USDC on Base to the wallet address, pass the tx hash as payment_proof.
{
"error": "Payment required",
"x402": {
"network": "base",
"token": "USDC",
"recipient": "0x9053FeDC90c1BCB4a8Cf708DdB426aB02430d6ad",
"amount_usdc": 0.05
}
}Usage (Claude Desktop / MCP client)
{
"mcpServers": {
"invoice-parser": {
"url": "https://invoice-parser.plenitudo.ai/mcp?ref=readme"
}
}
}Architecture
server.py โ MCP server (6 tools: parse_invoice, parse_receipt,
extract_line_items, extract_totals, validate_invoice,
export_to_csv)
auth.py โ API key validation + usage tracking (SQLite)
x402.py โ x402 micropayment verification (USDC on Base)
config.py โ Environment variable loading
worker.js โ Cloudflare Worker (remote proxy for MCP traffic)
data/keys.db โ API key store (created at runtime)
data/usage.db โ Monthly usage counters (created at runtime)
logs/ โ Structured log files
tests/ โ Unit tests (mock Vision API, no real documents needed)Request flow
AI agent (Claude Desktop, Cursor, etc.)
โ
โ MCP tool call (JSON-RPC over HTTP)
โผ
Cloudflare Worker (worker.js) โ optional remote proxy
โ
โ Forwards to Railway deployment
โผ
server.py (FastMCP, streamable HTTP)
โ
โโโ auth.py validates API key / x402 proof
โโโ x402.py verifies USDC transaction on Base
โโโ Anthropic API Claude Vision reads the document
โ
โผ
structured JSON โ returned to agentEnvironment variables
Variable | Required | Description |
| Yes | Anthropic API key for Claude Vision. Set to |
| No | Override Anthropic base URL. Set to |
| No | Claude model ID. Defaults to |
| No | Directory for SQLite databases. Defaults to |
| No | HTTP port. Defaults to |
Deployment (Railway)
Fork this repo
Connect to Railway โ New Project โ Deploy from GitHub
Add environment variables:
ANTHROPIC_API_KEYโ your Anthropic API keyINVOICEPARSER_DATA_DIRโ/dataSTRIPE_WEBHOOK_SECRETโ from Stripe dashboardSTRIPE_PRO_PRICE_IDโ from Stripe dashboard
Add a persistent volume at
/dataDeploy
Running locally (optional maxproxy routing)
If you run the server on the same machine as a maxproxy instance on port 3456, you can route Claude Vision calls through it instead of hitting the Anthropic API directly:
ANTHROPIC_API_KEY=maxproxy
ANTHROPIC_BASE_URL=http://localhost:3456Leave ANTHROPIC_BASE_URL unset (or empty) in any cloud/Railway deployment โ those environments cannot reach a local proxy.
Contributing & Security
CONTRIBUTING.md โ dev setup and PR guidelines
SECURITY.md โ responsible disclosure policy
CHANGELOG.md โ version history
License
MIT โ Copyright ยฉ 2025 Kenneth Nygren / Plenitudo AI
This server cannot be installed
Maintenance
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