Why this fit
Teams evaluating AI models, assistants and generative workflows, particularly AI agents that connect over MCP and developers integrating through an API — source available on GitHub.
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Catalogue record
github.com
gitlab-mcp-server
🏎️ ☁️ 🏠 🍎 🪟 🐧 - Complete GitLab REST API v4 coverage with 1006 MCP tools across 162 domains, 42 meta-tools, 24 resources, and 38 prompts. Cr...
Checked Oct 27, 2026Evidence completeness: evidenceREADME refreshed Oct 16, 2026
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Useful context before you commit.
🏎️ ☁️ 🏠 🍎 🪟 🐧 - Complete GitLab REST API v4 coverage with 1006 MCP tools across 162 domains, 42 meta-tools, 24 resources, and 38 prompts. Cross-platform Go binary with stdio and HTTP transports, OAuth support, auto-update, read-only and safe modes.
Best for
Teams evaluating AI models, assistants and generative workflows, particularly AI agents that connect over MCP and developers integrating through an API — source available on GitHub.
Known limitations
Workflows that require fully deterministic, auditable outputs with no human review step.
Verify current plan terms with the provider.
Evidence summary
Known limitations
Workflows that require fully deterministic, auditable outputs with no human review step.
Catalogue confidence
Catalogue data checked Oct 27, 2026.
GitHub-backed record with source-attributed context.
Repository context
GitLab MCP Server
GitHub / jmrplens/gitlab-mcp-server
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- Catalogue updated Oct 27, 2026
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