A
licenseA
qualityC
maintenanceEnables AI agents to search data sellers and datasets across categories, inspect sellers and data points, and request purchases, samples, or unlisted data without an API key.
7
63 PyPI
MIT
databazaar-mcp
by shagarwal
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TDQS
A3.6/5.0
Scored across 27 tools
Disambiguation4/5
Most tools target distinct actions/resources across buyer, seller, and bounty workflows, and descriptions cross-reference each other to guide selection. A few pairs overlap (e.g. search_datasets vs find_data_for_task, create_listing vs suggest_listing), but use-case guidance keeps confusion limited.
Naming Consistency4/5
All names use snake_case and start with a verb, with predictable noun phrases like get_dataset, create_listing, and list_purchases. Minor deviations such as buy_now and find_data_for_task are still readable and consistent in overall style.
Tool Count3/5
27 tools is high and exceeds the typical well-scoped range, though it is partly justified by distinct buyer, seller, bounty, and review subdomains. Several discovery and social tools could likely be consolidated without losing capability.
Completeness3/5
Core buy, sell, search, preview, upload, publish, and bounty-review workflows are covered. Notable gaps remain: no delete/unpublish for listings, no list-own-listings, and no purchase cancellation/refund, which can create dead ends for agents.
Maintenance
ActivityMaintained
ResponsivenessLimited data