Comparison

data-agent-kit vs io.github.mongodb-js/mongodb-mcp-server

data-agent-kit is a plugin bundle for AI coding tools published by GoogleCloudPlatform. Marketplaces we read that list it: 1 (Claude Code: claude-plugins-official). io.github.mongodb-js/mongodb-mcp-server is an MCP server published by mongodb-js. Marketplaces we read that list it: 4 (Official MCP Registry, Claude Code: claude-plugins-official, Docker MCP Catalog, Claude Code: claude-plugins-community). As of our marketplace pass on 2026-10-13. 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
Marketplace	data-agent-kit	io.github.mongodb-js/mongodb-mcp-server
Claude Code: claude-plugins-official	Listed Version: 1.0.0 Forks (GitHub): 69 Stars (GitHub): 219 Not marked · First seen 2026-10-11	Listed Version: 1.2.1 Forks (GitHub): 39 Stars (GitHub): 190 Not marked · First seen 2026-10-11
Official MCP Registry	Not listed	Listed Version: 2.1.0 Downloads/month (npm): 503 570 Downloads/week (npm): 100 749 Forks (GitHub): 295 Stars (GitHub): 1 142 Not marked · First seen 2026-10-11
Docker MCP Catalog	Not listed	Listed Version: sha256:6ab64d0ba27f Forks (GitHub): 295 Pulls (Docker Hub): 155 731 Stars (Docker Hub): 11 Stars (GitHub): 1 142 Not marked · First seen 2026-10-11
Claude Code: claude-plugins-community	Not listed	Listed Version: 1.2.0 Forks (GitHub): 39 Stars (GitHub): 190 Not marked · First seen 2026-10-11

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

data-agent-kit vs io.github.mongodb-js/mongodb-mcp-server
Fact	data-agent-kit	io.github.mongodb-js/mongodb-mcp-server
Marketplaces that list it (differs)	1 (worse)	4 (better)
Stars (GitHub) (differs)	219 (worse)	1 142 (better)
Pulls (Docker Hub) (differs)	No figure on Docker Hub	155 731
Forks (GitHub) (differs)	69 (worse)	295 (better)
Last release	Not published	Not published
Where it runs (differs)	Installs as a plugin bundle	On your machine (mongodb-mcp-server)
Transport (differs)	Not stated	stdio
Tools it declares (differs)	Not published	25
Environment variables it asks for (differs)	1, secrets among them: 0	42, secrets among them: 4
Hooks it runs (differs)	2	Not published
Parts of the bundle (differs)	50	8
Licence (differs)	Not stated	Apache-2.0
Repository (differs)	github.com/googlecloudplatform/data-agent-kit-plugin	github.com/mongodb-js/mongodb-mcp-server
Changes in the last 7 days	0	0
First seen	2026-10-11	2026-10-11

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

data-agent-kit

In its own words, on Claude Code: claude-plugins-official:

This plugin provides a specialized suite of skills for data engineers and database practitioners working on Google Cloud. It acts as an expert assistant, allowing you to use natural language prompts in your preferred coding agent to architect complex data pipelines, transform data with dbt, write Spark and BigQuery SQL notebooks, and orchestrate end-to-end workflows across GCP's data ecosystem.

io.github.mongodb-js/mongodb-mcp-server

In its own words, on Official MCP Registry:

MongoDB Model Context Protocol Server

How to run each

data-agent-kit As a Claude Code plugin

Claude Code

/plugin install data-agent-kit@claude-plugins-official

io.github.mongodb-js/mongodb-mcp-server As a local MCP server: npm package

Claude Code

claude mcp add --env "MDB_MCP_API_CLIENT_ID=<YOUR_MDB_MCP_API_CLIENT_ID>" --env "MDB_MCP_API_CLIENT_SECRET=<YOUR_MDB_MCP_API_CLIENT_SECRET>" --env "MDB_MCP_CONNECTION_STRING=<YOUR_MDB_MCP_CONNECTION_STRING>" --env "MDB_MCP_VOYAGE_API_KEY=<YOUR_MDB_MCP_VOYAGE_API_KEY>" --transport stdio mongodb-mcp-server -- npx -y mongodb-mcp-server

Requires: MDB_MCP_API_CLIENT_ID (secret), MDB_MCP_API_CLIENT_SECRET (secret), MDB_MCP_CONNECTION_STRING (secret), MDB_MCP_VOYAGE_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 data-agent-kit publish no list of tools, so we do not compare tools.

Settings each asks for

Only data-agent-kit asks for

X_GOOG_PROXY_HEADERS

Only io.github.mongodb-js/mongodb-mcp-server asks for

MDB_MCP_ALLOW_REQUEST_OVERRIDES
MDB_MCP_API_CLIENT_ID (secret)
MDB_MCP_API_CLIENT_SECRET (secret)
MDB_MCP_ASSISTANT_BASE_URL
MDB_MCP_ATLAS_TEMPORARY_DATABASE_USER_LIFETIME_MS
MDB_MCP_CONFIRMATION_REQUIRED_TOOLS
MDB_MCP_CONNECTION_SCOPE
MDB_MCP_CONNECTION_STRING (secret)
MDB_MCP_DISABLED_TOOLS
MDB_MCP_DISABLE_SERVER_SIDE_JS
MDB_MCP_DRY_RUN
MDB_MCP_ELICITATION_TIMEOUT_MS

Show the remaining 30

MDB_MCP_EXPORTS_PATH
MDB_MCP_EXPORT_CLEANUP_INTERVAL_MS
MDB_MCP_EXPORT_TIMEOUT_MS
MDB_MCP_EXTERNALLY_MANAGED_SESSIONS
MDB_MCP_HEALTH_CHECK_HOST
MDB_MCP_HEALTH_CHECK_PORT
MDB_MCP_HTTP_BODY_LIMIT
MDB_MCP_HTTP_HEADERS
MDB_MCP_HTTP_HOST
MDB_MCP_HTTP_PORT
MDB_MCP_HTTP_RESPONSE_TYPE
MDB_MCP_IDLE_TIMEOUT_MS
MDB_MCP_INDEX_CHECK
MDB_MCP_LOGGERS
MDB_MCP_LOG_PATH
MDB_MCP_MAX_ACTIVE_CONNECTIONS
MDB_MCP_MAX_BYTES_PER_QUERY
MDB_MCP_MAX_DOCUMENTS_PER_QUERY
MDB_MCP_MAX_SESSIONS
MDB_MCP_MAX_TIME_M_S
MDB_MCP_MCP_CLIENT_LOG_LEVEL
MDB_MCP_MONITORING_SERVER_FEATURES
MDB_MCP_MONITORING_SERVER_HOST
MDB_MCP_MONITORING_SERVER_PORT
MDB_MCP_NOTIFICATION_TIMEOUT_MS
MDB_MCP_PREVIEW_FEATURES
MDB_MCP_READ_ONLY
MDB_MCP_TELEMETRY
MDB_MCP_TRANSPORT
MDB_MCP_VOYAGE_API_KEY (secret)

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

What it can do: data-agent-kit · What it can do: io.github.mongodb-js/mongodb-mcp-server · Compare two other plugins

Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-official/blob/HEAD/.claude-plugin/marketplace.json. 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. Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. Figures come from our own regular passes over the marketplaces, last read on 2026-10-13. We publish no contact details for plugin publishers.