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Comparison

Needle Remote vs Docling MCP

Needle Remote is an MCP server published by docker. Marketplaces we read that list it: 1 (Docker MCP Catalog). Docling MCP is an MCP server published by docling-project. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-14. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.

Where each is published

Where each is published
MarketplaceNeedle RemoteDocling MCP
Docker MCP Catalog Listed
Version: not stated
No figure published
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 3.3.0
Downloads/month (PyPI): 20 338
Downloads/week (PyPI): 6 126
Forks (GitHub): 144
Stars (GitHub): 772
Not marked · First seen

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

The facts side by side

Needle Remote vs Docling MCP
FactNeedle RemoteDocling MCP
Marketplaces that list it11
Stars (GitHub) (differs)No figure on GitHub772
Forks (GitHub) (differs)No figure on GitHub144
Last releaseNot publishedNot published
Where it runs (differs)Remote server (mcp.needle.app/mcp)On your machine (docling-mcp)
Transport (differs)Streamable HTTPstdio
Tools it declaresNot publishedNot published
Environment variables it asks for (differs)1, secrets among them: 114, secrets among them: 1
Licence (differs)Apache-2.0Not stated
Repository (differs)Not statedgithub.com/docling-project/docling-mcp
Changes in the last 7 days00
First seen2026-10-112026-10-11
Endpoint at the last check (differs)not checked yetno remote endpoint we check

Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.

What each says it does

Needle Remote

In its own words, on Docker MCP Catalog:

Production-ready RAG service to search and retrieve data from your documents.

Docling MCP

In its own words, on Official MCP Registry:

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

How to run each

Needle Remote As a remote MCP server

Claude Code
claude mcp add --transport http needle https://mcp.needle.app/mcp

Requires: NEEDLE_API_KEY (secret)

Docling MCP As a local MCP server: PyPI package

Claude Code
claude mcp add --env "DOCLING_MCP_SERVICE_API_KEY=<YOUR_DOCLING_MCP_SERVICE_API_KEY>" --transport stdio docling-mcp -- uvx --from docling-mcp==3.3.0 docling-mcp-server --transport stdio docling-mcp

Requires: DOCLING_MCP_SERVICE_API_KEY (secret)

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Tools each declares

Neither one's marketplaces publish a list of tools, so there is nothing to compare.

Settings each asks for

Only Needle Remote asks for

  • NEEDLE_API_KEY (secret)

Only Docling MCP asks for

  • DOCLING_MCP_CACHE_MAX_DOCUMENTS
  • DOCLING_MCP_CONVERSION_MODE
  • DOCLING_MCP_DO_OCR
  • DOCLING_MCP_DO_PICTURE_DESCRIPTION
  • DOCLING_MCP_DO_TABLE_STRUCTURE
  • DOCLING_MCP_FALLBACK_TO_LOCAL
  • DOCLING_MCP_IMAGES_SCALE
  • DOCLING_MCP_IMAGE_EXPORT_MODE
  • DOCLING_MCP_KEEP_IMAGES
  • DOCLING_MCP_PICTURE_DESCRIPTION_PRESET
  • DOCLING_MCP_SERVICE_API_KEY (secret)
  • DOCLING_MCP_SERVICE_MAX_RETRIES
Show the remaining 2
  • DOCLING_MCP_SERVICE_TIMEOUT
  • DOCLING_MCP_SERVICE_URL

Settings as each marketplace publishes them. Asking for fewer is not better in itself.

What it can do: Needle Remote · What it can do: Docling MCP · Compare two other plugins

Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built