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Bio Research vs bordeaux.guru — Bordeaux en primeur & terroir

Bio Research is a plugin bundle for AI coding tools published by Anthropic. Marketplaces we read that list it: 1 (Claude: knowledge-work-plugins). bordeaux.guru — Bordeaux en primeur & terroir is an MCP server published by bordeaux.guru. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-11-11. 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
MarketplaceBio Researchbordeaux.guru — Bordeaux en primeur & terroir
Claude: knowledge-work-plugins Listed
Version: 1.2.0
Forks (GitHub): 3 925
Stars (GitHub): 35 442
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.1.1
No figure published
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

Bio Research vs bordeaux.guru — Bordeaux en primeur & terroir
FactBio Researchbordeaux.guru — Bordeaux en primeur & terroir
Marketplaces that list it11
Stars (GitHub) (differs)35 442No figure on GitHub
Forks (GitHub) (differs)3 925No figure on GitHub
Last releaseNot publishedNot published
Where it runs (differs)Installs as a plugin bundleRemote server (mcp.bordeaux.guru/mcp)
Transport (differs)Not statedStreamable HTTP
Tools it declaresNot publishedNot published
Environment variables it asks forNot publishedNot published
Parts of the bundle (differs)17Not a bundle
LicenceNot statedNot stated
Repository (differs)github.com/anthropics/knowledge-work-pluginsNot stated
Changes in the last 7 days00
First seen2026-10-112026-10-11
Endpoint at the last check (differs)no remote endpoint we checkResponded 3 h ago

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

Bio Research

In its own words, on Claude: knowledge-work-plugins:

Connect to preclinical research tools and databases (literature search, genomics analysis, target prioritization) to accelerate early-stage life sciences R&D

bordeaux.guru — Bordeaux en primeur & terroir

In its own words, on Official MCP Registry:

First-hand Bordeaux en primeur tasting notes, appellation climate, phenology and terroir.

How to run each

Bio Research As a Claude Code plugin

Claude Code
/plugin marketplace add anthropics/knowledge-work-plugins
/plugin install bio-research@knowledge-work-plugins

bordeaux.guru — Bordeaux en primeur & terroir As a remote MCP server

Claude Code
claude mcp add --transport http en-primeur https://mcp.bordeaux.guru/mcp --header "X-Api-Key: <YOUR_X_API_KEY>"

Requires: X-Api-Key header

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

Only bordeaux.guru — Bordeaux en primeur & terroir has a remote endpoint we check. How we check endpoints

Tools each declares

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

Settings each asks for

Neither one's marketplaces publish the settings it asks for.

What it can do: Bio Research · What it can do: bordeaux.guru — Bordeaux en primeur & terroir · Compare two other plugins

Data comes from the public marketplace file https://github.com/anthropics/knowledge-work-plugins/blob/HEAD/.claude-plugin/marketplace.json. 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