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Docling MCP

local MCP server

Docling MCP is a local MCP server: Convert PDFs and other documents to structured formats via Docling, for AI applications. Install it from pypi as docling-mcp.

Installation

Terminal

claude mcp add docling-mcp -e DOCLING_MCP_CONVERSION_MODE=... -e DOCLING_MCP_SERVICE_URL=... -e DOCLING_MCP_SERVICE_API_KEY=... -e DOCLING_MCP_SERVICE_TIMEOUT=... -e DOCLING_MCP_SERVICE_MAX_RETRIES=... -e DOCLING_MCP_FALLBACK_TO_LOCAL=... -e DOCLING_MCP_KEEP_IMAGES=... -e DOCLING_MCP_IMAGES_SCALE=... -e DOCLING_MCP_DO_OCR=... -e DOCLING_MCP_DO_TABLE_STRUCTURE=... -e DOCLING_MCP_IMAGE_EXPORT_MODE=... -e DOCLING_MCP_CACHE_MAX_DOCUMENTS=... -- uvx docling-mcp

Run in your project folder. Add --scope user to use it everywhere.

Claude Desktop, Cursor & other clients

Add to claude_desktop_config.json or .cursor/mcp.json.

{
  "mcpServers": {
    "docling-mcp": {
      "command": "uvx",
      "args": [
        "docling-mcp"
      ],
      "env": {
        "DOCLING_MCP_CONVERSION_MODE": "...",
        "DOCLING_MCP_SERVICE_URL": "...",
        "DOCLING_MCP_SERVICE_API_KEY": "...",
        "DOCLING_MCP_SERVICE_TIMEOUT": "...",
        "DOCLING_MCP_SERVICE_MAX_RETRIES": "...",
        "DOCLING_MCP_FALLBACK_TO_LOCAL": "...",
        "DOCLING_MCP_KEEP_IMAGES": "...",
        "DOCLING_MCP_IMAGES_SCALE": "...",
        "DOCLING_MCP_DO_OCR": "...",
        "DOCLING_MCP_DO_TABLE_STRUCTURE": "...",
        "DOCLING_MCP_IMAGE_EXPORT_MODE": "...",
        "DOCLING_MCP_CACHE_MAX_DOCUMENTS": "..."
      }
    }
  }
}

Fill in the environment variables with your own credentials.

What you need

  • Runtime: Python with uv (runs with uvx).
  • MCP client: Claude Code, Codex, Antigravity, Claude Desktop, Cursor or any other client that speaks MCP over stdio.
  • Environment variables: DOCLING_MCP_CONVERSION_MODE, DOCLING_MCP_SERVICE_URL, DOCLING_MCP_SERVICE_API_KEY, DOCLING_MCP_SERVICE_TIMEOUT, DOCLING_MCP_SERVICE_MAX_RETRIES, DOCLING_MCP_FALLBACK_TO_LOCAL, DOCLING_MCP_KEEP_IMAGES, DOCLING_MCP_IMAGES_SCALE, DOCLING_MCP_DO_OCR, DOCLING_MCP_DO_TABLE_STRUCTURE, DOCLING_MCP_IMAGE_EXPORT_MODE, DOCLING_MCP_CACHE_MAX_DOCUMENTS

Summary

Convert PDFs and other documents to structured formats via Docling, for AI applications.

Docling MCP vs similar servers

ServerStarsTypeAPI keyRuntime
Docling MCP759LocalYespypi
ragie31LocalNopypi
kirbah-mcp-youtube29HostedNoNone
kaneo9,252LocalYesnpm
Agent-Native Plan6,874HostedNoNone

Questions

It reads 12 environment variables: DOCLING_MCP_CONVERSION_MODE, DOCLING_MCP_SERVICE_URL, DOCLING_MCP_SERVICE_API_KEY, DOCLING_MCP_SERVICE_TIMEOUT, DOCLING_MCP_SERVICE_MAX_RETRIES, DOCLING_MCP_FALLBACK_TO_LOCAL, DOCLING_MCP_KEEP_IMAGES, DOCLING_MCP_IMAGES_SCALE, DOCLING_MCP_DO_OCR, DOCLING_MCP_DO_TABLE_STRUCTURE, DOCLING_MCP_IMAGE_EXPORT_MODE, DOCLING_MCP_CACHE_MAX_DOCUMENTS. Set them in your MCP config before starting the server.

Python with uv (runs with uvx), plus an MCP client such as Claude Code, Codex, Claude Desktop or Cursor.

Docling MCP is a local MCP server distributed as the pypi package docling-mcp.

Run: claude mcp add docling-mcp -e DOCLING_MCP_CONVERSION_MODE=... -e DOCLING_MCP_SERVICE_URL=... -e DOCLING_MCP_SERVICE_API_KEY=... -e DOCLING_MCP_SERVICE_TIMEOUT=... -e DOCLING_MCP_SERVICE_MAX_RETRIES=... -e DOCLING_MCP_FALLBACK_TO_LOCAL=... -e DOCLING_MCP_KEEP_IMAGES=... -e DOCLING_MCP_IMAGES_SCALE=... -e DOCLING_MCP_DO_OCR=... -e DOCLING_MCP_DO_TABLE_STRUCTURE=... -e DOCLING_MCP_IMAGE_EXPORT_MODE=... -e DOCLING_MCP_CACHE_MAX_DOCUMENTS=... -- uvx docling-mcp

Run: codex mcp add docling-mcp --env DOCLING_MCP_CONVERSION_MODE=... --env DOCLING_MCP_SERVICE_URL=... --env DOCLING_MCP_SERVICE_API_KEY=... --env DOCLING_MCP_SERVICE_TIMEOUT=... --env DOCLING_MCP_SERVICE_MAX_RETRIES=... --env DOCLING_MCP_FALLBACK_TO_LOCAL=... --env DOCLING_MCP_KEEP_IMAGES=... --env DOCLING_MCP_IMAGES_SCALE=... --env DOCLING_MCP_DO_OCR=... --env DOCLING_MCP_DO_TABLE_STRUCTURE=... --env DOCLING_MCP_IMAGE_EXPORT_MODE=... --env DOCLING_MCP_CACHE_MAX_DOCUMENTS=... -- uvx docling-mcp

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