Comparison

Amazon Q Business vs Datafiniti

Amazon Q Business is an MCP server published by awslabs. Marketplaces we read that list it: 1 (Docker MCP Catalog). Datafiniti is an MCP server published by pipeworx-io. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-11-11. 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	Amazon Q Business	Datafiniti
Docker MCP Catalog	Listed Version: sha256:e6e17afb81df Forks (GitHub): 1 868 Pulls (Docker Hub): 13 486 Stars (Docker Hub): 0 Stars (GitHub): 9 906 Not marked · First seen 2026-10-11	Not listed
Official MCP Registry	Not listed	Listed Version: 0.2.1 Forks (GitHub): 0 Stars (GitHub): 0 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

Amazon Q Business vs Datafiniti
Fact	Amazon Q Business	Datafiniti
Marketplaces that list it	1	1
Stars (GitHub) (differs)	9 906 (better)	0 (worse)
Pulls (Docker Hub) (differs)	13 486	No figure on Docker Hub
Forks (GitHub) (differs)	1 868 (better)	0 (worse)
Last release (differs)	Not published	2026-10-31
Where it runs (differs)	On your machine (mcp/amazon-qbusiness-anonymous-mcp-server)	Remote server (gateway.pipeworx.io/datafiniti/mcp)
Transport (differs)	stdio	Streamable HTTP
Tools it declares (differs)	1	Not published
Environment variables it asks for (differs)	6, secrets among them: 2	1, secrets among them: 1
Licence (differs)	Apache-2.0	Not stated
Repository (differs)	github.com/awslabs/mcp	github.com/pipeworx-io/mcp-datafiniti
Changes in the last 7 days	0	0
First seen	2026-10-11	2026-10-11
Endpoint at the last check (differs)	no remote endpoint we check	Status out of date: last check 46 h ago returned HTTP 200

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

Amazon Q Business

In its own words, on Docker MCP Catalog:

AI assistant for ingested content with anonymous access.

Datafiniti

In its own words, on Official MCP Registry:

Datafiniti MCP — wraps the Datafiniti Data API (datafiniti.co)

How to run each

Amazon Q Business As a local MCP server: Docker image

Claude Code

claude mcp add --env "AWS_SECRET_ACCESS_KEY=<YOUR_AWS_SECRET_ACCESS_KEY>" --env "AWS_SESSION_TOKEN=<YOUR_AWS_SESSION_TOKEN>" --transport stdio amazon-qbusiness-anonymous -- docker run -i --rm -e AWS_SECRET_ACCESS_KEY -e AWS_SESSION_TOKEN mcp/amazon-qbusiness-anonymous-mcp-server

Requires: AWS_SECRET_ACCESS_KEY (secret), AWS_SESSION_TOKEN (secret)

Datafiniti As a remote MCP server

Claude Code

claude mcp add --transport http datafiniti https://gateway.pipeworx.io/datafiniti/mcp

Requires: PIPEWORX_API_KEY (secret)

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

Only Datafiniti has a remote endpoint we check. How we check endpoints

Tools each declares

Only Amazon Q Business has

QBusinessQueryTool

Only Datafiniti has

ai_visibility_check
archive_compare
archive_evidence
ask_pipeworx
ask_pipeworx_beta
ask_pipeworx_grounded
bet_research
classify_row
company_facts
company_register_search
compare_entities
datafiniti_business_search

Show the remaining 35

datafiniti_product_search
datafiniti_property_search
deep_research
discover_tools
entity_profile
forget
generate_llms_txt
kalshi_weather_edge
list_subscriptions
pipeworx_feedback
pipeworx_trending
polymarket_arbitrage
polymarket_edge_tracker
polymarket_edges
polymarket_fill_risk
polymarket_kalshi_spread
prediction_calibration
recall
recent_alerts
recent_changes
release_calendar_markets
remember
research_row
resolution_audit
resolution_diff
resolve_entity
scan_competitor_ai_presence
scan_dependency
search_within
subscribe
suggest_questions
unsubscribe
updown_divergence_rate
updown_venue_compare
validate_claim

Both have

None

Tool names as the marketplaces declare them and as Ext Ops observed them on the endpoints (Datafiniti as of 2026-10-31). More tools is not better in itself: compare what each needs for the job.

Settings each asks for

Only Amazon Q Business asks for

AWS_ACCESS_KEY_ID
AWS_PROFILE
AWS_REGION
AWS_SECRET_ACCESS_KEY (secret)
AWS_SESSION_TOKEN (secret)
QBUSINESS_APPLICATION_ID

Only Datafiniti asks for

PIPEWORX_API_KEY (secret)

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

What it can do: Amazon Q Business · What it can do: Datafiniti · 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 2026-11-11. We publish no contact details for plugin publishers.