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Glama

Islam West Africa Collection (IWAC)

Server Details

Read-only access to the Islam West Africa Collection via Hugging Face datasets.

Status
Healthy
Last Tested
Transport
Streamable HTTP
URL
Repository
fmadore/iwac-mcp-server
GitHub Stars
1

Glama MCP Gateway

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MCP client
Glama
MCP server

Full call logging

Every tool call is logged with complete inputs and outputs, so you can debug issues and audit what your agents are doing.

Tool access control

Enable or disable individual tools per connector, so you decide what your agents can and cannot do.

Managed credentials

Glama handles OAuth flows, token storage, and automatic rotation, so credentials never expire on your clients.

Usage analytics

See which tools your agents call, how often, and when, so you can understand usage patterns and catch anomalies.

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Tool DescriptionsA

Average 4/5 across 25 of 25 tools scored. Lowest: 2.9/5.

Server CoherenceA
Disambiguation4/5

Most tools have clearly distinct purposes, targeting specific subsets or actions. However, the general `search` tool overlaps with the dedicated search_* tools (e.g., search_articles, search_references), though descriptions clarify that `search` is for cross-category queries while filtered queries should use the specific tools.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern using snake_case (e.g., get_article, list_subjects, search_articles). The only minor deviation is `fetch` instead of `get_item`, but the verb style remains uniform, and no naming conventions are mixed.

Tool Count5/5

With 25 tools covering search, retrieval, listing, and statistics across six item types (articles, publications, references, documents, audiovisual, index), the count is well-scoped for the collection's breadth. Each tool has a clear purpose, and the number is neither too thin nor excessive.

Completeness4/5

The tool surface provides comprehensive read-only operations: search, fetch, and aggregate statistics. However, there are minor gaps such as the lack of a batch retrieval tool and no explicit listing for all articles or publications (though `search_documents` can list all with no arguments, others require a keyword).

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