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Comparison

Needle vs FillWise

Needle is an MCP server published by needle-ai. Marketplaces we read that list it: 1 (Docker MCP Catalog). FillWise is an MCP server published by filipp-nekahev. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-27. 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
MarketplaceNeedleFillWise
Docker MCP Catalog Listed
Version: sha256:d3fd314f40c3
Forks (GitHub): 24
Pulls (Docker Hub): 11 885
Stars (Docker Hub): 1
Stars (GitHub): 104
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.1.2
Downloads/month (npm): 272
Downloads/week (npm): 72
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 vs FillWise
FactNeedleFillWise
Marketplaces that list it11
Stars (GitHub) (differs)104No figure on GitHub
Pulls (Docker Hub) (differs)11 885No figure on Docker Hub
Forks (GitHub) (differs)24No figure on GitHub
Last releaseNot publishedNot published
Where it runs (differs)On your machine (mcp/needle-mcp)On your machine (fillwise-mcp)
Transportstdiostdio
Tools it declares (differs)7Not published
Environment variables it asks for (differs)1, secrets among them: 12, secrets among them: 1
Licence (differs)MITNot stated
Repository (differs)github.com/needle-ai/needle-mcpNot stated
Changes in the last 7 days00
First seen (differs)2026-10-112026-10-15

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

In its own words, on Docker MCP Catalog:

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

FillWise

In its own words, on Official MCP Registry:

Fill PDF forms with AI from plain text: fillable and flat PDFs, USCIS and other official forms.

How to run each

Needle As a local MCP server: Docker image

Claude Code
claude mcp add --env "NEEDLE_API_KEY=<YOUR_NEEDLE_API_KEY>" --transport stdio needle-mcp -- docker run -i --rm -e NEEDLE_API_KEY mcp/needle-mcp

Requires: NEEDLE_API_KEY (secret)

FillWise As a local MCP server: npm package

Claude Code
claude mcp add --env "FILLWISE_API_KEY=<YOUR_FILLWISE_API_KEY>" --transport stdio fillwise-mcp -- npx -y fillwise-mcp

Requires: FILLWISE_API_KEY (secret)

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

Tools each declares

The marketplaces of FillWise publish no list of tools, so we do not compare tools.

Settings each asks for

Only Needle asks for

  • NEEDLE_API_KEY (secret)

Only FillWise asks for

  • FILLWISE_API_KEY (secret)
  • FILLWISE_API_URL

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

What it can do: Needle · What it can do: FillWise · 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