Ni Biashara Diaspora Directory
Server Details
Free read-only search of 2,000+ African and Caribbean diaspora businesses in the US and Canada.
- Status
- Healthy
- Uptime
- 100.0% over the last 24 hours
- Last Tested
- Transport
- Streamable HTTP · MCP 2025-11-25
- URL
- ChatGPT
- –
- Claude
- Ni Biashara Diaspora Directory
TDQS
Scored across 3 tools
get_business is clearly distinct (single listing by id) from the two discovery tools. search_directory and directory_facets both explore the same directory and could be momentarily confused, but the descriptions make the split clear: counts/aggregates versus keyword-matched listings.
get_business and search_directory follow a clean verb_noun pattern, but directory_facets breaks it with a noun-first, verb-less name that reads like a resource path rather than an action. Minor deviation, still readable and consistent in snake_case.
Three tools is on the lean side but proportionate for a read-only directory: one search, one detail fetch, one aggregate. Nothing extraneous, though the surface leaves little room for adjacent operations like claiming or submitting a listing.
Discover (search), size up (facets), and inspect a record (get_business) covers the core read-only directory lifecycle with no dead ends. Gaps are minor: no tool to list category/metro values directly, no bulk id fetch, and claim/submit links are returned but not actionable via any tool.
Available Tools
3 toolsdirectory_facetsDirectory counts by metro and categoryARead-onlyIdempotentInspect
Live listing counts for the whole Ni Biashara directory: total, per metro area and per category. Useful for sizing diaspora business communities by city or sector.
Inputs: no named parameters.
get_businessGet one diaspora businessARead-onlyIdempotentInspect
One Ni Biashara listing by its id (from search_directory results or a nibiashara.com/b// link): name, category, city, metro, phone, website, social links, status and the listing and claim links.
Inputs: id (required).
search_directorySearch diaspora businessesBRead-onlyIdempotentInspect
Keyword search of the Ni Biashara directory of African and Caribbean diaspora businesses in the US, Canada and beyond, optionally filtered by city, metro and category. Listings are compiled from public sources.
Inputs: q, city, limit, metro, +1 more.
Tool Schema Changelog
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