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Glama

Server Details

AI-native art catalogue. Catalogue works, parse provenance, and generate signed RAIs.

Status
Unhealthy
Last Tested
Transport
Streamable HTTP
URL

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 4.4/5 across 75 of 75 tools scored. Lowest: 3.8/5.

Server CoherenceA
Disambiguation4/5

Most tools have distinct purposes with detailed descriptions that clarify boundaries. However, the high count (75) increases the chance of misselection, especially among similar tools like search variants (search_natural_language, search_works, search_works_visual) and work retrieval (get_work, get_work_data).

Naming Consistency3/5

Tools generally follow verb_noun snake_case, but there are inconsistencies: plural vs singular (create_works_batch vs create_work), different verbs for similar actions (retire vs revoke), and mixed verb choices (fulfill vs submit, respond_to vs accept/decline).

Tool Count2/5

75 tools is excessive for even a broad domain like art cataloguing. Many tools could be consolidated (e.g., list/get pairs, multiple search tools, separate tools for RAI request lifecycle). This high count burdens agents with selection complexity.

Completeness5/5

The tool set is remarkably comprehensive, covering creation, retrieval, update, and deletion/archival for works, entities, exhibitions, provenance, condition reports, consignment, deals, authentication, endorsements, and more. No major gaps are apparent.

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