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Docling MCP Server

local only

Docling MCP runs on your own machine — the client starts it, so there is no endpoint to ping. 7 346 installs a week from pypi. Last commit 28 Oct 2026.

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

Installs per day peak 1 996 · avg 851 · +39% w/w
a month agotoday
7 346
Installs / week
pypi · docling-mcp
782
Stars
12 open issues
28 Oct 2026
Last commit
from GitHub
MIT
License
Python

Nothing serious here today

Today is the operative word: we check Docling MCP every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Three servers free · no card

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

run in your terminal
claude mcp add docling-mcp -- uvx docling-mcp
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "docling-mcp": {
      "command": "uvx",
      "args": [
        "docling-mcp"
      ]
    }
  }
}
~/.codex/config.toml
[mcp_servers.docling-mcp]
command = "uvx"
args = ["docling-mcp"]
.cursor/mcp.json
{
  "mcpServers": {
    "docling-mcp": {
      "command": "uvx",
      "args": [
        "docling-mcp"
      ]
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "docling-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "docling-mcp"
      ]
    }
  }
}

Optional settings from the registry entry, left out of the block above: DOCLING_MCP_CONVERSION_MODE (Conversion mode: 'remote' (default) or 'local' (requires docling-mcp[local] extra)), DOCLING_MCP_SERVICE_URL (Base URL of the Docling Serve instance. Required when conversion mode is remote), DOCLING_MCP_SERVICE_API_KEY (API key for authenticating with Docling Serve), DOCLING_MCP_SERVICE_TIMEOUT (Request timeout in seconds for the remote Docling Serve API. Default: 300.0), DOCLING_MCP_SERVICE_MAX_RETRIES (Maximum number of retry attempts for remote API requests. Default: 3), DOCLING_MCP_FALLBACK_TO_LOCAL (Set to 'true' to fall back to local conversion when Docling Serve is unreachable), DOCLING_MCP_KEEP_IMAGES (Set to 'true' to retain page images in converted documents. Default: false), DOCLING_MCP_IMAGES_SCALE (Image scale factor (e.g. 1.0, 2.0). Increase to avoid tensor batching errors. Default: 1.0), DOCLING_MCP_DO_OCR (Set to 'false' to disable the OCR pipeline. Default: true), DOCLING_MCP_DO_TABLE_STRUCTURE (Set to 'false' to disable table structure detection. Default: true), DOCLING_MCP_DO_PICTURE_DESCRIPTION (Set to 'true' to run a vision-language model to generate textual descriptions for figures and pictures. Requires a VLM to be available on the conversion backend. Default: false), DOCLING_MCP_PICTURE_DESCRIPTION_PRESET (Preset ID for the picture-description VLM (e.g. 'smolvlm', 'granite_vision'). When unset the backend default is used. Only applies when DOCLING_MCP_DO_PICTURE_DESCRIPTION=true), DOCLING_MCP_IMAGE_EXPORT_MODE (Controls how images are rendered when exporting to Markdown. Accepted values: 'placeholder' (default, emits <!-- image -->), 'embedded' (base64 data-URI), 'referenced' (file path / URL)), DOCLING_MCP_CACHE_MAX_DOCUMENTS (Maximum number of documents to keep in the in-memory cache. Oldest (least-recently-used) documents are evicted when the limit is reached. Default: 10).

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Docling MCP — questions

Answers built from our own checks of this server.

Why is there no uptime for Docling MCP?
Docling MCP runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the pypi package docling-mcp was installed 7 346 times last week.
How do I connect Docling MCP?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It runs locally, so the command pulls docling-mcp straight from pypi; nothing to host, nothing to sign up for.
How many people use Docling MCP?
The pypi package docling-mcp was installed 7 346 times in the last week. Week over week that is +39%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is Docling MCP open source?
Yes — it is published under the MIT licence, written in Python, 782 stars on GitHub and 12 open issues. The source link is on this page, so you can read exactly what it does with your data before you connect it.