dentro MCPofficial
A
licenseA
qualityD
maintenanceProvides structured commerce data for AI agents, enabling real-time product searches and brand discovery across 22,000+ DTC brands without scraping or hallucination.
5
31
MIT
Boolsai Directory
by ai.boolsai
Server Details
Indexed ecommerce site directory — vendor lookups, brands by city/market/founder. 10 tools.
- Status
- Unhealthy
- Last Tested
- Transport
- Streamable HTTP
- URL
- Repository
- Boolsai-ai/mcp
- GitHub Stars
- 1
- Server Listing
- Boolsai
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Tool Definition Quality
A3.9/5.0
Tool DescriptionsA
Average 4.1/5 across 19 of 19 tools scored. Lowest: 3.3/5.
Server CoherenceA
Disambiguation5/5
Each tool targets a distinct query or operation, such as filtering by founder vs city vs market, or comparing scans vs sites. Even overlapping functions like bulk_export and bulk_export_url are clearly differentiated by pagination vs streaming. No two tools create ambiguity for an agent.
Naming Consistency4/5
Tool names follow a fairly consistent snake_case pattern with descriptive nouns and verbs (e.g., brands_by_founder, compare_scans, lookup_id). Minor inconsistencies like 'find_similar_by_stack' vs 'similar_sites' or 'site_dossier' vs 'sites_using_vendor' exist, but overall the pattern is clear and predictable.
Tool Count4/5
With 19 tools, the server offers comprehensive coverage for a directory service without being overwhelming. Each tool serves a specific purpose, and the count is appropriate for the domain of tech stack research and competitive intelligence.
Completeness4/5
The tool set covers a wide range of use cases: listing brands by various attributes, comparing scans/sites, exporting data, looking up IDs, obtaining dossiers, finding similar stacks, and global stats. A minor gap is the absence of a tool to update or contribute data, but the server appears read-only, which is reasonable for its purpose.
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