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Comparison

Dappier vs Research

Dappier is an MCP server published by DappierAI. Marketplaces we read that list it: 1 (Docker MCP Catalog). Research is a plugin bundle for AI coding tools published by b-open-io. Marketplaces we read that list it: 1 (Community GitHub marketplaces). As of our marketplace pass on 2026-10-16. 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
MarketplaceDappierResearch
Docker MCP Catalog Listed
Version: sha256:ba9b2d17fc77
Forks (GitHub): 16
Pulls (Docker Hub): 17 596
Stars (Docker Hub): 2
Stars (GitHub): 44
Not marked · First seen
Not listed
Community marketplace b-open-io/claude-plugins Not listed Not seen in the last pass
Version: 0.1.5
Forks (GitHub): 4
Stars (GitHub): 16
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

Dappier vs Research
FactDappierResearch
Marketplaces that list it11
Stars (GitHub) (differs)44 (better)16 (worse)
Pulls (Docker Hub) (differs)17 596No figure on Docker Hub
Forks (GitHub) (differs)16 (better)4 (worse)
Last releaseNot publishedNot published
Where it runs (differs)On your machine (mcp/dappier)Installs as a plugin bundle
Transport (differs)stdioNot stated
Tools it declares (differs)2Not published
Environment variables it asks for (differs)1, secrets among them: 1Not published
Parts of the bundle (differs)Not a bundle10
Licence (differs)MITNot stated
Repository (differs)github.com/dappierai/dappier-mcpgithub.com/b-open-io/prompts
Changes in the last 7 days (differs)02
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

Dappier

In its own words, on Docker MCP Catalog:

Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and more. Build powerful AI agents with Dappier.

Research

In its own words, on Community GitHub marketplaces:

Multi-source research, X analysis, writing-style capture, and documentation. Optional module for core.

How to run each

Dappier As a local MCP server: Docker image

Claude Code
claude mcp add --env "DAPPIER_API_KEY=<YOUR_DAPPIER_API_KEY>" --transport stdio dappier -- docker run -i --rm -e DAPPIER_API_KEY mcp/dappier

Requires: DAPPIER_API_KEY (secret)

Research As a Claude Code plugin

Claude Code
/plugin marketplace add b-open-io/claude-plugins
/plugin install research@b-open-io

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

Tools each declares

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

Settings each asks for

The marketplaces of Research publish no settings it asks for, so we do not compare settings.

What it can do: Dappier · What it can do: Research · Compare two other plugins

Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from public marketplace files in GitHub repositories of their authors. 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