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Glama

Server Details

STIL lab at ETS Montreal — knowledge base and paper search via ArXiv and Semantic Scholar.

Status
Unhealthy
Last Tested
Transport
Streamable HTTP
URL

Glama MCP Gateway

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MCP client
Glama
MCP server

Full call logging

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Tool access control

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

Managed credentials

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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 DescriptionsB

Average 3.7/5 across 8 of 8 tools scored. Lowest: 2.9/5.

Server CoherenceA
Disambiguation4/5

Most tools have distinct purposes, but find_related_work overlaps with search_arxiv and search_semantic_scholar as it combines both sources. Agents might be uncertain which to use for a general literature search.

Naming Consistency5/5

All tools follow a consistent verb_noun pattern in snake_case (e.g., find_related_work, get_lab_overview, search_arxiv). No mixing of naming conventions.

Tool Count5/5

8 tools is well-scoped for a lab assistant. Each tool serves a clear purpose without unnecessary duplication or bloat.

Completeness4/5

The tool surface covers key lab information (overview, topics, students, publications) and external searches. Minor gaps like the absence of a tool for getting a specific publication by ID are not critical for the assistant role.

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