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Chroma vs ChromaDB Remote MCP Server

Chroma is an MCP server published by chroma-core. Marketplaces we read that list it: 1 (Docker MCP Catalog). ChromaDB Remote MCP Server is an MCP server published by meloncafe. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-17. 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
MarketplaceChromaChromaDB Remote MCP Server
Docker MCP Catalog Listed
Version: sha256:c050ca8e1d4e
Forks (GitHub): 117
Pulls (Docker Hub): 60 122
Stars (Docker Hub): 5
Stars (GitHub): 599
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 1.0.2
Forks (GitHub): 5
Stars (GitHub): 12
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 ChromaDB Remote MCP Server
FactChromaChromaDB Remote MCP Server
Marketplaces that list it11
Stars (GitHub) (differs)599 (better)12 (worse)
Pulls (Docker Hub) (differs)60 122No figure on Docker Hub
Forks (GitHub) (differs)117 (better)5 (worse)
Last releaseNot publishedNot published
Where it runs (differs)On your machine (mcp/chroma)Remote server (meloncafe.github.io/chromadb-remote-mcp/mcp)
Transport (differs)stdioStreamable HTTP
Tools it declares (differs)13Not published
Environment variables it asks for (differs)1, secrets among them: 12, secrets among them: 1
Licence (differs)Apache-2.0Not stated
Repository (differs)github.com/chroma-core/chroma-mcpgithub.com/meloncafe/chromadb-remote-mcp
Changes in the last 7 days00
First seen2026-10-112026-10-11
Endpoint at the last check (differs)no remote endpoint we checkAnswered with HTTP 404 (2 days 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

Chroma

In its own words, on Docker MCP Catalog:

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

ChromaDB Remote MCP Server

In its own words, on Official MCP Registry:

Remote ChromaDB vector database MCP server with streamable HTTP transport

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)

ChromaDB Remote MCP Server As a remote MCP server

Claude Code
claude mcp add --transport http chromadb-remote-mcp https://meloncafe.github.io/chromadb-remote-mcp/mcp

Requires: CHROMADB_MCP_URL, MCP_AUTH_TOKEN (secret)

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

Only ChromaDB Remote MCP Server has a remote endpoint we check. How we check endpoints

Tools each declares

The marketplaces of ChromaDB Remote 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 ChromaDB Remote MCP Server asks for

  • CHROMADB_MCP_URL
  • MCP_AUTH_TOKEN (secret)

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

What it can do: Chroma · What it can do: ChromaDB Remote 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. 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