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Read-only, no-auth: sourced GCC AI deals, AI agent use cases in Saudi/UAE, and Arabic AI tools.

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Status
Unhealthy
Uptime
0.6% over 22 days
Last Tested
Transport
Streamable HTTP
URL
Repository
gulfaideals/gulf-ai-hub-mcp
GitHub Stars
0
ChatGPT
–
Claude
–

TDQS

B3.2/5.0

Scored across 4 tools

Disambiguation4/5

The three search_* tools cleanly partition the data domains (deals, tools, use cases), making them easy to tell apart. However, get_item is vague about which resource type it retrieves and could be mistaken for a detail endpoint for any of the three collections.

Naming Consistency5/5

All tools use snake_case with a clear verb_noun pattern (get_item, search_deals, search_tools, search_use_cases). The search_* prefix is applied consistently, and get_item's singular noun is a minor stylistic deviation but still predictable.

Tool Count4/5

Four tools is slightly lean for a directory spanning deals, AI tools, and use cases, but each tool maps to a distinct data domain and the set is not bloated. The generic get_item does the work of several potential detail endpoints.

Completeness4/5

For a read-only search/directory server, search over each collection plus a slug-based get_item covers the core retrieval lifecycle. It lacks explicit list/browse or per-collection detail tools (e.g., get_deal, get_tool), which agents can likely work around via search.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 4 tool updates
    • First observedget_item
    • First observedsearch_deals
    • First observedsearch_tools
    • First observedsearch_use_cases

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