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Glama

Server Details

GitLab Public MCP — wraps the GitLab REST API v4 (public endpoints, no auth)

Status
Healthy
Last Tested
Transport
Streamable HTTP
URL
Repository
pipeworx-io/mcp-gitlab-public
GitHub Stars
0

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 4.6/5 across 33 of 33 tools scored.

Server CoherenceC
Disambiguation4/5

Most tools have distinct purposes with detailed descriptions, but there is some overlap between research tools like ask_pipeworx, ask_pipeworx_grounded, deep_research, and compare_entities. However, descriptions clarify their differences.

Naming Consistency2/5

Naming conventions are mixed: snake_case (ask_pipeworx, deep_research), camelCase (get_project, list_subscriptions), and varied verb styles. No consistent pattern across the 33 tools.

Tool Count2/5

33 tools is excessive for a server named 'Gitlab Public', especially since most tools are not GitLab-related. The GitLab-specific tools are only 4, while the rest belong to Pipeworx and utilities, making the set feel bloated and misnamed.

Completeness2/5

The GitLab surface is severely incomplete (only read tools, no create/update/delete). The Pipeworx tools are comprehensive, but the server's stated purpose (GitLab) is not adequately covered, leaving significant gaps.

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