Ext Ops Panel
Open dashboard
Comparison

ChromaDB Remote MCP Server vs Prometheus MCP Server

ChromaDB Remote MCP Server is an MCP server published by meloncafe. Marketplaces we read that list it: 1 (Official MCP Registry). Prometheus MCP Server is an MCP server published by pab1it0. Marketplaces we read that list it: 2 (Official MCP Registry, Docker MCP Catalog). As of our marketplace pass on 2026-10-30. 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
MarketplaceChromaDB Remote MCP ServerPrometheus MCP Server
Official MCP Registry Listed
Version: 1.0.2
Forks (GitHub): 5
Stars (GitHub): 12
Not marked · First seen
Listed
Version: 1.6.2
Forks (GitHub): 105
Stars (GitHub): 521
Not marked · First seen
Docker MCP Catalog Not listed Listed
Version: sha256:3c3921301229
Forks (GitHub): 105
Stars (GitHub): 521
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

ChromaDB Remote MCP Server vs Prometheus MCP Server
FactChromaDB Remote MCP ServerPrometheus MCP Server
Marketplaces that list it (differs)1 (worse)2 (better)
Stars (GitHub) (differs)12 (worse)521 (better)
Forks (GitHub) (differs)5 (worse)105 (better)
Last releaseNot publishedNot published
Where it runs (differs)Remote server (meloncafe.github.io/chromadb-remote-mcp/mcp)On your machine (ghcr.io/pab1it0/prometheus-mcp-server:1.6.2)
Transport (differs)Streamable HTTPstdio
Tools it declares (differs)Not published6
Environment variables it asks for (differs)2, secrets among them: 114, secrets among them: 2
Licence (differs)Not statedMIT
Repository (differs)github.com/meloncafe/chromadb-remote-mcpgithub.com/pab1it0/prometheus-mcp-server
Changes in the last 7 days00
First seen2026-10-112026-10-11
Endpoint at the last check (differs)Answered with HTTP 404 (2 days ago)no remote endpoint we check

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

ChromaDB Remote MCP Server

In its own words, on Official MCP Registry:

Remote ChromaDB vector database MCP server with streamable HTTP transport

Prometheus MCP Server

In its own words, on Official MCP Registry:

MCP server providing Prometheus metrics access and PromQL query execution for AI assistants

How to run each

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)

Prometheus MCP Server As a local MCP server: Docker image

Claude Code
claude mcp add --env "PROMETHEUS_PASSWORD=<YOUR_PROMETHEUS_PASSWORD>" --env "PROMETHEUS_TOKEN=<YOUR_PROMETHEUS_TOKEN>" --env "PROMETHEUS_URL=<YOUR_PROMETHEUS_URL>" --transport stdio prometheus-mcp-server -- docker run -i --rm -e PROMETHEUS_PASSWORD -e PROMETHEUS_TOKEN -e PROMETHEUS_URL ghcr.io/pab1it0/prometheus-mcp-server:1.6.2

Requires: PROMETHEUS_PASSWORD (secret), PROMETHEUS_TOKEN (secret), PROMETHEUS_URL

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 ChromaDB Remote MCP Server asks for

  • CHROMADB_MCP_URL
  • MCP_AUTH_TOKEN (secret)

Only Prometheus MCP Server asks for

  • ORG_ID
  • PROMETHEUS_CLIENT_CERT
  • PROMETHEUS_CLIENT_KEY
  • PROMETHEUS_CUSTOM_HEADERS
  • PROMETHEUS_DISABLE_LINKS
  • PROMETHEUS_MCP_BIND_HOST
  • PROMETHEUS_MCP_BIND_PORT
  • PROMETHEUS_MCP_SERVER_TRANSPORT
  • PROMETHEUS_MCP_STATELESS_HTTP
  • PROMETHEUS_PASSWORD (secret)
  • PROMETHEUS_TOKEN (secret)
  • PROMETHEUS_URL
Show the remaining 2
  • PROMETHEUS_URL_SSL_VERIFY
  • PROMETHEUS_USERNAME

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

What it can do: ChromaDB Remote MCP Server · What it can do: Prometheus MCP Server · Compare two other plugins

Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. 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