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Glama
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Server Details

DeepMark helps teachers deliver rapid, consistent marking with meaningful feedback for every student — in a fraction of the time. What once took a week, now takes one free period.

Status
Healthy
Last Tested
Transport
Streamable HTTP
URL

Glama MCP Gateway

Connect through Glama MCP Gateway for full control over tool access and complete visibility into every call.

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.

100% free. Your data is private.
Tool DescriptionsA

Average 4/5 across 10 of 10 tools scored. Lowest: 3.2/5.

Server CoherenceA
Disambiguation5/5

Each tool targets a distinct resource or action: ingestion state, marking results, mark schemes, paper lifecycle, questions, and submissions. There is no overlap in purpose; even related tools like paper_create and paper_confirm are clearly separated by the asynchronous workflow.

Naming Consistency3/5

Most tools use lowercase_snake_case (e.g., paper_create, ingestion_get), but two tools (markResult_get, markScheme_update) introduce camelCase, breaking the pattern. This inconsistency could cause confusion when predicting tool names.

Tool Count5/5

With 10 tools, the surface is well-scoped for the domain of exam paper creation, ingestion, marking, and result retrieval. Each tool serves a clear purpose, and the count is neither too thin nor overwhelming.

Completeness3/5

Core workflows (paper creation, marking, results) are covered, but obvious gaps exist: no tools for deleting papers, submissions, or mark schemes, and no way to cancel an ingestion job. Update operations are limited (only question and mark scheme updates).

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