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Comparison

CharmHealth vs Kagi Search

CharmHealth is an MCP server published by CharmHealth. Marketplaces we read that list it: 1 (Docker MCP Catalog). Kagi Search is an MCP server published by kagisearch. Marketplaces we read that list it: 1 (Docker MCP Catalog). As of our marketplace pass on 2026-10-18. 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
MarketplaceCharmHealthKagi Search
Docker MCP Catalog Listed
Version: sha256:23c0372dc40d
Forks (GitHub): 11
Pulls (Docker Hub): 11 951
Stars (Docker Hub): 0
Stars (GitHub): 12
Not marked · First seen
Listed
Version: sha256:c26439346cd6
Forks (GitHub): 49
Pulls (Docker Hub): 19 884
Stars (Docker Hub): 1
Stars (GitHub): 544
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

CharmHealth vs Kagi Search
FactCharmHealthKagi Search
Marketplaces that list it11
Stars (GitHub) (differs)12 (worse)544 (better)
Pulls (Docker Hub) (differs)11 951 (worse)19 884 (better)
Forks (GitHub) (differs)11 (worse)49 (better)
Last releaseNot publishedNot published
Where it runs (differs)On your machine (mcp/charmhealth-mcp-server)On your machine (mcp/kagisearch)
Transportstdiostdio
Tools it declares (differs)172
Environment variables it asks for (differs)7, secrets among them: 22, secrets among them: 1
LicenceMITMIT
Repository (differs)github.com/charmhealth/charm-mcp-servergithub.com/kagisearch/kagimcp
Changes in the last 7 days00
First seen2026-10-112026-10-11

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

CharmHealth

In its own words, on Docker MCP Catalog:

An MCP server for CharmHealth EHR that allows LLMs and MCP clients to interact with patient records, encounters, and practice information.

Kagi Search

In its own words, on Docker MCP Catalog:

The Official Model Context Protocol (MCP) server for Kagi Search & other tools.

How to run each

CharmHealth As a local MCP server: Docker image

Claude Code
claude mcp add --env "CHARMHEALTH_API_KEY=<YOUR_CHARMHEALTH_API_KEY>" --env "CHARMHEALTH_REFRESH_TOKEN=<YOUR_CHARMHEALTH_REFRESH_TOKEN>" --transport stdio charmhealth-mcp-server -- docker run -i --rm -e CHARMHEALTH_API_KEY -e CHARMHEALTH_REFRESH_TOKEN mcp/charmhealth-mcp-server

Requires: CHARMHEALTH_API_KEY (secret), CHARMHEALTH_REFRESH_TOKEN (secret)

Kagi Search As a local MCP server: Docker image

Claude Code
claude mcp add --env "KAGI_API_KEY=<YOUR_KAGI_API_KEY>" --transport stdio kagisearch -- docker run -i --rm -e KAGI_API_KEY mcp/kagisearch

Requires: KAGI_API_KEY (secret)

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

Tools each declares

Only CharmHealth declares

  • findPatients
  • getPracticeInfo
  • manageAppointments
  • manageEncounter
  • manageFax
  • manageMessages
  • managePatient
  • managePatientAllergies
  • managePatientDiagnoses
  • managePatientDrugs
  • managePatientFiles
  • managePatientLabs
Show the remaining 5
  • managePatientNotes
  • managePatientRecalls
  • managePatientVitals
  • manageTasks
  • reviewPatientHistory

Only Kagi Search declares

  • kagi_search_fetch
  • kagi_summarizer

Both declare

None

Tool names as each marketplace publishes them. More tools is not better in itself: compare what each needs for the job.

Settings each asks for

Only CharmHealth asks for

  • CHARMHEALTH_API_KEY (secret)
  • CHARMHEALTH_BASE_URL
  • CHARMHEALTH_CLIENT_ID
  • CHARMHEALTH_CLIENT_SECRET
  • CHARMHEALTH_REDIRECT_URI
  • CHARMHEALTH_REFRESH_TOKEN (secret)
  • CHARMHEALTH_TOKEN_URL

Only Kagi Search asks for

  • KAGI_API_KEY (secret)
  • KAGI_SUMMARIZER_ENGINE

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

What it can do: CharmHealth · What it can do: Kagi Search · Compare two other plugins

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