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Chroma vs io.github.urbantech/ainative-zerodb-mcp-server

Chroma is an MCP server published by chroma-core. Marketplaces we read that list it: 1 (Docker MCP Catalog). io.github.urbantech/ainative-zerodb-mcp-server is an MCP server published by urbantech. Marketplaces we read that list it: 2 (Official MCP Registry, npm registry (MCP servers)). As of our marketplace pass on 2026-11-14. 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
MarketplaceChromaio.github.urbantech/ainative-zerodb-mcp-server
Docker MCP Catalog Listed
Version: sha256:c050ca8e1d4e
Forks (GitHub): 122
Pulls (Docker Hub): 62 060
Stars (Docker Hub): 5
Stars (GitHub): 604
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 2.5.2
Forks (GitHub): 1
Stars (GitHub): 0
Not marked · First seen
npm registry (MCP servers) Not listed Listed
Version: 2.5.2
Downloads/month (npm): 1 625
Downloads/week (npm): 749
Forks (GitHub): 1
Stars (GitHub): 0
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

Chroma vs io.github.urbantech/ainative-zerodb-mcp-server
FactChromaio.github.urbantech/ainative-zerodb-mcp-server
Marketplaces that list it (differs)1 (worse)2 (better)
Stars (GitHub) (differs)604 (better)0 (worse)
Pulls (Docker Hub) (differs)62 060No figure on Docker Hub
Forks (GitHub) (differs)122 (better)1 (worse)
Last release (differs)Not published2026-11-08
Where it runs (differs)On your machine (mcp/chroma)On your machine (ainative-zerodb-mcp-server)
Transportstdiostdio
Tools it declares (differs)13Not published
Environment variables it asks for1, secrets among them: 11, secrets among them: 1
Licence (differs)Apache-2.0MIT
Repository (differs)github.com/chroma-core/chroma-mcpgithub.com/ainative-studio/ainative-zerodb-mcp-server
Changes in the last 7 days (differs)04
First seen (differs)2026-10-112026-10-12

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

Chroma

In its own words, on Docker MCP Catalog:

A Model Context Protocol (MCP) server implementation that provides database capabilities for Chroma.

io.github.urbantech/ainative-zerodb-mcp-server

In its own words, on Official MCP Registry:

Serverless database for AI agents: vector search, NoSQL, Postgres, files, agent memory.

How to run each

Chroma As a local MCP server: Docker image

Claude Code
claude mcp add --env "CHROMA_API_KEY=<YOUR_CHROMA_API_KEY>" --transport stdio chroma -- docker run -i --rm -e CHROMA_API_KEY mcp/chroma

Requires: CHROMA_API_KEY (secret)

io.github.urbantech/ainative-zerodb-mcp-server As a local MCP server: npm package

Claude Code
claude mcp add --env "ZERODB_API_KEY=<YOUR_ZERODB_API_KEY>" --transport stdio ainative-zerodb-mcp-server -- npx -y ainative-zerodb-mcp-server

Requires: ZERODB_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 io.github.urbantech/ainative-zerodb-mcp-server publish no list of tools, so we do not compare tools.

Settings each asks for

Only Chroma asks for

  • CHROMA_API_KEY (secret)

Only io.github.urbantech/ainative-zerodb-mcp-server asks for

  • ZERODB_API_KEY (secret)

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

What it can do: Chroma · What it can do: io.github.urbantech/ainative-zerodb-mcp-server · 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. Package data comes from the public npm registry (registry.npmjs.org). 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