# Document To Json MCP (`opportunity-biz/document-to-json-mcp`) Actor Turn PDFs into structured JSON in seconds. AI-powered, no coding needed. - **URL**: https://apify.com/opportunity-biz/document-to-json-mcp.md - **Developed by:** [opportunity-biz](https://apify.com/opportunity-biz) (community) - **Categories:** MCP servers, Automation, Agents - **Stats:** 1 total users, 0 monthly users, 0.0% runs succeeded, NaN bookmarks - **User rating**: No ratings yet ## Pricing Pay per event + usage This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage. Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event ## What's an Apify Actor? Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases. In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours, and optionally produces a well-defined JSON output, datasets with results, or files in key-value store. In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server. Actors are written with capital "A". ## How to integrate an Actor? If asked about integration, you help developers integrate Actors into their projects. You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready. The best way to integrate Actors is as follows. In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md): ```bash npm install apify-client ``` In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md): ```bash pip install apify-client ``` In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md): ````bash # MacOS / Linux curl -fsSL https://apify.com/install-cli.sh | bash # Windows irm https://apify.com/install-cli.ps1 | iex ```bash In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md). If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md). For usage examples, see the [API](#api) section below. For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt). # README ## Document-to-JSON Converter > **Turn PDFs into structured JSON in seconds. AI-powered, no coding needed.** ![MCP Server](https://img.shields.io/badge/MCP-Server-blue) ![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg) ![Apify](https://img.shields.io/badge/Apify-Actor-green) --- ### 🚀 What does it do? Paste a PDF URL → get structured JSON. That's it. Perfect for: - **Accountants** — extract invoice data (numbers, dates, totals, VAT, IBAN) - **Developers** — automate document processing in your apps - **Business analysts** — convert bank statements to spreadsheets - **Legal teams** — extract contract clauses and dates automatically ### 📋 Supported documents | Type | What you get | Price | |---|---|---| | **Invoice** | Seller, buyer, line items, totals, VAT, IBAN, payment info | $0.02 | | **Bank Statement** | All transactions, balances, fees, account holder | $0.03 | | **Contract** | Parties, key clauses, dates, financial terms, jurisdiction | $0.05 | | **Generic** | Full text + tables from any document | $0.01 | ### ✨ Example output ```json { "success": true, "data": { "document_type": "invoice", "confidence": 0.97, "metadata": { "invoice_number": "INV-2024-00123", "invoice_date": "2024-03-15", "currency": "EUR" }, "seller": { "name": "Acme S.p.A.", "vat_id": "IT01234567890" }, "line_items": [ { "description": "Consulting services", "quantity": 1, "unit_price": 5000.00, "net_amount": 5000.00, "vat_rate": 22.0, "total": 6100.00 } ], "totals": { "net_total": 5000.00, "vat_total": 1100.00, "grand_total": 6100.00 }, "payment_info": { "iban": "IT60X0542811101000000123456" } } } ```` ### 🎯 Why this Actor? | Feature | Benefit | |---|---| | **Multi-language** | Italian, English, Spanish, German, French, Portuguese | | **OCR included** | Works with scanned documents too | | **Validation** | Auto-checks totals and dates for accuracy | | **Pay per use** | No subscription, pay only for what you process | ### 🔧 How to use 1. **Get a public PDF URL** (Dropbox, Google Drive, your server) 2. **Select the document type** 3. **Run the Actor** 4. **Get your JSON** in seconds That's it. No configuration, no API keys needed. ### 💰 Pricing | Document type | Price | |---|---| | Invoice | **$0.02** ($20/1000) | | Bank statement | **$0.03** ($30/1000) | | Contract | **$0.05** ($50/1000) | | Generic | **$0.01** ($10/1000) | *Pay only for successful extractions. No hidden fees.* ### 🔒 Privacy - PDFs are processed and **not stored** after extraction - Data is available in your private dataset - All API keys stay encrypted ### 📚 Supported languages `ita` (Italian), `eng` (English), `spa` (Spanish), `fra` (French), `deu` (German), `por` (Portuguese) Combine with `+` for multi-language documents: `ita+eng+spa` # Actor input Schema ## `file_url` (type: `string`): Paste the public link to your PDF file. Supports Dropbox, Google Drive, any web server. Max 20MB. ## `document_type` (type: `string`): What type of document are you processing? ## `language` (type: `string`): Document language for better accuracy. Use ISO codes separated by +. Default: ita+eng ## `validate_totals` (type: `boolean`): Check if line item sums match declared totals. Recommended for invoices. ## Actor input object example ```json { "document_type": "invoice", "language": "ita+eng", "validate_totals": false } ``` # Actor output Schema ## `results` (type: `string`): View all extracted documents from this run ## `dataset` (type: `string`): Access the raw dataset via API # API You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup. ## JavaScript example ```javascript import { ApifyClient } from 'apify-client'; // Initialize the ApifyClient with your Apify API token // Replace the '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = {}; // Run the Actor and wait for it to finish const run = await client.actor("opportunity-biz/document-to-json-mcp").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`); const { items } = await client.dataset(run.defaultDatasetId).listItems(); items.forEach((item) => { console.dir(item); }); // 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs ``` ## Python example ```python from apify_client import ApifyClient # Initialize the ApifyClient with your Apify API token # Replace '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = {} # Run the Actor and wait for it to finish run = client.actor("opportunity-biz/document-to-json-mcp").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"]) for item in client.dataset(run["defaultDatasetId"]).iterate_items(): print(item) # 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{}' | apify call opportunity-biz/document-to-json-mcp --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=opportunity-biz/document-to-json-mcp", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Document To Json MCP", "description": "Turn PDFs into structured JSON in seconds. AI-powered, no coding needed.", "version": "0.0", "x-build-id": "RZwUzIiTH3O3peY0g" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/opportunity-biz~document-to-json-mcp/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-opportunity-biz-document-to-json-mcp", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/opportunity-biz~document-to-json-mcp/runs": { "post": { "operationId": "runs-sync-opportunity-biz-document-to-json-mcp", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/opportunity-biz~document-to-json-mcp/run-sync": { "post": { "operationId": "run-sync-opportunity-biz-document-to-json-mcp", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } } }, "components": { "schemas": { "inputSchema": { "type": "object", "required": [ "file_url" ], "properties": { "file_url": { "title": "PDF URL", "type": "string", "description": "Paste the public link to your PDF file. Supports Dropbox, Google Drive, any web server. Max 20MB." }, "document_type": { "title": "Document type", "enum": [ "invoice", "bank_statement", "contract", "generic" ], "type": "string", "description": "What type of document are you processing?", "default": "invoice" }, "language": { "title": "Language", "type": "string", "description": "Document language for better accuracy. Use ISO codes separated by +. Default: ita+eng", "default": "ita+eng" }, "validate_totals": { "title": "Validate totals", "type": "boolean", "description": "Check if line item sums match declared totals. Recommended for invoices.", "default": false } } }, "runsResponseSchema": { "type": "object", "properties": { "data": { "type": "object", "properties": { "id": { "type": "string" }, "actId": { "type": "string" }, "userId": { "type": "string" }, "startedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "finishedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "status": { "type": "string", "example": "READY" }, "meta": { "type": "object", "properties": { "origin": { "type": "string", "example": "API" }, "userAgent": { "type": "string" } } }, "stats": { "type": "object", "properties": { "inputBodyLen": { "type": "integer", "example": 2000 }, "rebootCount": { "type": "integer", "example": 0 }, "restartCount": { "type": "integer", "example": 0 }, "resurrectCount": { "type": "integer", "example": 0 }, "computeUnits": { "type": "integer", "example": 0 } } }, "options": { "type": "object", "properties": { "build": { "type": "string", "example": "latest" }, "timeoutSecs": { "type": "integer", "example": 300 }, "memoryMbytes": { "type": "integer", "example": 1024 }, "diskMbytes": { "type": "integer", "example": 2048 } } }, "buildId": { "type": "string" }, "defaultKeyValueStoreId": { "type": "string" }, "defaultDatasetId": { "type": "string" }, "defaultRequestQueueId": { "type": "string" }, "buildNumber": { "type": "string", "example": "1.0.0" }, "containerUrl": { "type": "string" }, "usage": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "integer", "example": 1 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } }, "usageTotalUsd": { "type": "number", "example": 0.00005 }, "usageUsd": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "number", "example": 0.00005 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } } } } } } } } } ```