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@jmrplens@mstdn.jmrp.io

2026-05-10 23:04 UTC

๐Ÿš€ GitLab MCP Server update: Dynamic Toolset Same full GitLab API coverage. Only 3 tools visible to the model at startup. โšก Individual tools: ~550K tokens ๐Ÿง  Meta-tools: ~75K tokens ๐Ÿ”ฅ Dynamic: ~2.2K tokens The model searches, fetches the schema on demand, then executes. Validated across 512 runs with 100% tool + action accuracy on Anthropic, Gemini, OpenAI and Qwen. ๐Ÿ’ป https://github.com/jmrplens/gitlab-mcp-server ๐Ÿ“ https://jmrplens.github.io/gitlab-mcp-server/tools/dynamic-tools/ #MCP #GitLab #AI #FOSS #OpenSource #LLM #Golang #SelfHosted @OpenSource

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