How do I get a Docparser API Key?

Log in to your Docparser account, navigate to the API section in your settings, and you can retrieve your unique API Key from there.

What types of data can be extracted?

Docparser can extract text, numbers, dates, and even complex table data from your documents based on the rules you configure in your parsers.

Can the agent show real-time processing status?

Yes, you can use the list_parsed_documents or list_documents_awaiting_parsing tools to see where your documents are in the extraction pipeline.

Docparser MCP Server for Cursor 10 tools — connect in under 2 minutes

Name: Docparser
Availability: InStock
Author: Vinkius

docs.cursor.com/context/model-context-protocol

Built by Vinkius GDPR 10 Tools IDE

Cursor is an AI-first code editor built on VS Code that integrates LLM-powered coding assistance directly into the development workflow. Its Agent mode enables autonomous multi-step coding tasks, and MCP support lets agents access external data sources and APIs during code generation.

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Classic Setup·json

{
  "mcpServers": {
    "docparser": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}

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About Docparser MCP Server

Integrate Docparser, the leading document data extraction platform, directly into your AI workflow. Automate the extraction of structured data from PDFs, scanned documents, and images, monitor your parser configurations, and retrieve parsed results using natural language.

Cursor's Agent mode turns Docparser into an in-editor superpower. Ask Cursor to generate code using live data from Docparser and it fetches, processes, and writes. all in a single agentic loop. 10 tools appear alongside file editing and terminal access, creating a unified development environment grounded in real-time information.

What you can do

Parser Oversight — List and retrieve detailed settings and status for all your document parsers and extraction rules.
Data Intelligence — Access the actual structured data extracted from your documents, including table data and custom fields.
Document Tracking — Monitor the processing status of your uploaded documents and identify any extraction failures.
Result Auditing — Retrieve a chronological feed of recent extraction results across all your active parsers.

The Docparser MCP Server exposes 10 tools through the Vinkius. Connect it to Cursor in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

How to Connect Docparser to Cursor via MCP

Follow these steps to integrate the Docparser MCP Server with Cursor.

Open MCP Settings

Press Cmd+Shift+P (macOS) or Ctrl+Shift+P (Windows/Linux) → search "MCP Settings"

Add the server config

Paste the JSON configuration above into the mcp.json file that opens

Save the file

Cursor will automatically detect the new MCP server

Start using Docparser

Open Agent mode in chat and ask: "Using Docparser, help me...". 10 tools available

Why Use Cursor with the Docparser MCP Server

Cursor AI Code Editor provides unique advantages when paired with Docparser through the Model Context Protocol.

Agent mode turns Cursor into an autonomous coding assistant that can read files, run commands, and call MCP tools without switching context

Cursor's Composer feature can generate entire files using real-time data fetched through MCP. no copy-pasting from external dashboards

MCP tools appear alongside built-in tools like file reading and terminal access, creating a unified agentic environment

VS Code extension compatibility means your existing workflow, keybindings, and extensions all work alongside MCP tools

Docparser + Cursor Use Cases

Practical scenarios where Cursor combined with the Docparser MCP Server delivers measurable value.

Code generation with live data: ask Cursor to generate a security report module using live DNS and subdomain data fetched through MCP

Automated documentation: have Cursor query your API's tool schemas and generate TypeScript interfaces or OpenAPI specs automatically

Infrastructure-as-code: Cursor can fetch domain configurations and generate corresponding Terraform or CloudFormation templates

Test scaffolding: ask Cursor to pull real API responses via MCP and generate unit test fixtures from actual data

Docparser MCP Tools for Cursor (10)

These 10 tools become available when you connect Docparser to Cursor via MCP:

get_docparser_account_metadata

Retrieve metadata and usage limits for your Docparser account

get_document_extraction_results

Get the actual data extracted from a specific document

get_parser_details

Get detailed settings and status for a specific document parser

list_document_parsers

List all document parsers configured in your Docparser account

list_documents_awaiting_parsing

List documents that are currently in the parsing queue

list_failed_document_extractions

Identify documents that failed the parsing or extraction process (mock logic)

list_parsed_documents

List all documents processed by a specific parser

list_recent_extractions

List the most recent document extraction results across all parsers

quick_parser_health_audit

Retrieve a high-level summary of parser activity and success rates

search_parsed_documents

Search for parsed documents by filename within a parser

Example Prompts for Docparser in Cursor

Ready-to-use prompts you can give your Cursor agent to start working with Docparser immediately.

"List all documents processed by the 'Invoices' parser."

"Show me the extracted data for document 'DOC-9988' in the 'Orders' parser."

"Are there any document extractions that failed today?"

Troubleshooting Docparser MCP Server with Cursor

Common issues when connecting Docparser to Cursor through the Vinkius, and how to resolve them.

Tools not appearing in Cursor

Ensure you are in Agent mode (not Ask mode). MCP tools only work in Agent mode.

Server shows as disconnected

Check Settings → Features → MCP and verify the server status. Try clicking the refresh button.

Docparser + Cursor FAQ

Common questions about integrating Docparser MCP Server with Cursor.

What is Agent mode and why does it matter for MCP?

Agent mode is Cursor's autonomous execution mode where the AI can perform multi-step tasks: reading files, editing code, running terminal commands, and calling MCP tools. Without Agent mode, Cursor operates in a simpler ask-and-answer mode that doesn't support tool calling. Always ensure you're in Agent mode when working with MCP servers.

Where does Cursor store MCP configuration?

Cursor looks for MCP server configurations in a mcp.json file. You can configure servers at the project level (.cursor/mcp.json in your project root) or globally (~/.cursor/mcp.json). Project-level configs take precedence.

Can Cursor use MCP tools in inline edits?

No. MCP tools are only available in Agent mode through the chat panel. Inline completions and Tab suggestions do not trigger MCP tool calls. This is by design. tool calls require user visibility and approval.

How do I verify MCP tools are loaded?

Open Settings → Features → MCP and look for your server name. A green indicator means the server is connected. You can also check Agent mode's available tools by clicking the tools dropdown in the chat panel.