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How to Use the Docparser MCP in Claude Code

Pipe structured PDF data straight to your terminal and automate document pipelines using Claude Code and Docparser.

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Claude Code

Connect Docparser MCP to Claude Code

Create your Vinkius account to connect Docparser to Claude Code and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Pipe extracted PDF data to terminal tools

The `get_document_extraction_results` tool dumps raw JSON data directly into your terminal so you can pipe the output into jq or grep. Claude Code brings Docparser straight to your CLI workflows. You don't need to open a browser to check if your pipeline is running smoothly. The agent uses `list_recent_extractions` to print a clean ASCII table of your latest processed documents directly in your shell session.

Audit document pipelines via Claude Code CLI

Claude Code runs `quick_parser_health_audit` to instantly expose which templates are failing or lagging right inside your SSH session. Connecting this MCP Server to Claude Code gives you instant visibility into your ingestion pipeline. If a parser is failing, the agent executes `list_failed_document_extractions` to isolate the broken files. It then displays the configuration details using `get_parser_details` so you can diagnose the rule mismatch on the fly.

Script bulk document tracking in the shell

The `list_documents_awaiting_parsing` tool helps you track queue depth and automates your cron jobs directly through the command line. You can spot processing pile-ups before they affect downstream databases. The agent can search for specific files using `search_parsed_documents` to verify if a re-uploaded document has finished processing. It then grabs the completed dataset with `list_parsed_documents` to feed your database import scripts.

Setup guide

Set up Docparser MCP in Claude Code

Prerequisites

  • Claude Code CLI installed (npm install -g @anthropic-ai/claude-code)
  • Active Vinkius subscription with a valid endpoint token
  1. 1

    Run the add command

    Open your terminal and run the command shown on the right. Replace [YOUR_TOKEN_HERE] with your endpoint token from cloud.vinkius.com. Use --scope user to make it available across all projects.

  2. 2

    Verify the connection

    Start a Claude Code session and type /mcp to list connected servers. You should see docparser-mcp with a green status indicator.

  3. 3

    Start using tools

    Ask Claude Code something like "Check my latest Docparser transactions." It will automatically discover and invoke the available Docparser tools.

Terminal
claude mcp add --transport http docparser-mcp https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp

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Common questions about Docparser MCP in Claude Code

Run the command `claude mcp add --transport http docparser-mcp -- ` in your terminal. This registers the server and makes all ten document parsing tools available in your CLI session.
Yes. You can ask Claude Code to check your queue. The agent runs `list_documents_awaiting_parsing` and displays the pending files directly in your terminal.
The agent calls `list_failed_document_extractions` to find broken runs. The agent uses the MCP tool definitions to call the API and pull the layout details using `get_parser_details` to show you exactly why the rules failed to match.
Yes, you can ask the agent to fetch results. Claude Code calls `get_document_extraction_results` and saves the raw data directly to a local file in your preferred format.
Your API metadata and parsed document texts are handled in a secure, isolated V8 sandbox using the MCP protocol. All requests go directly to the Docparser API, ensuring your authentication tokens never touch persistent storage.

Start using the Docparser MCP today

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