<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0"><channel><title><![CDATA[🚀 GitLab MCP Server update: Dynamic Toolset]]></title><description><![CDATA[<p><img src="https://board.circlewithadot.net/assets/plugins/nodebb-plugin-emoji/emoji/android/1f680.png?v=28325c671da" class="not-responsive emoji emoji-android emoji--rocket" style="height:23px;width:auto;vertical-align:middle" title="🚀" alt="🚀" /> GitLab MCP Server update: Dynamic Toolset</p><p>Same full GitLab API coverage. Only 3 tools visible to the model at startup.</p><p><img src="https://board.circlewithadot.net/assets/plugins/nodebb-plugin-emoji/emoji/android/26a1.png?v=28325c671da" class="not-responsive emoji emoji-android emoji--zap" style="height:23px;width:auto;vertical-align:middle" title="⚡" alt="⚡" /> Individual tools: ~550K tokens<br />🧠 Meta-tools: ~75K tokens<br /><img src="https://board.circlewithadot.net/assets/plugins/nodebb-plugin-emoji/emoji/android/1f525.png?v=28325c671da" class="not-responsive emoji emoji-android emoji--fire" style="height:23px;width:auto;vertical-align:middle" title="🔥" alt="🔥" /> Dynamic: ~2.2K tokens</p><p>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.</p><p><img src="https://board.circlewithadot.net/assets/plugins/nodebb-plugin-emoji/emoji/android/1f4bb.png?v=28325c671da" class="not-responsive emoji emoji-android emoji--computer" style="height:23px;width:auto;vertical-align:middle" title="💻" alt="💻" /> <a href="https://github.com/jmrplens/gitlab-mcp-server" rel="nofollow noopener"><span>https://</span><span>github.com/jmrplens/gitlab-mcp</span><span>-server</span></a><br /><img src="https://board.circlewithadot.net/assets/plugins/nodebb-plugin-emoji/emoji/android/1f4dd.png?v=28325c671da" class="not-responsive emoji emoji-android emoji--memo" style="height:23px;width:auto;vertical-align:middle" title="📝" alt="📝" /> <a href="https://jmrplens.github.io/gitlab-mcp-server/tools/dynamic-tools/" rel="nofollow noopener"><span>https://</span><span>jmrplens.github.io/gitlab-mcp-</span><span>server/tools/dynamic-tools/</span></a></p><p><a href="https://mstdn.jmrp.io/tags/MCP" rel="tag">#<span>MCP</span></a> <a href="https://mstdn.jmrp.io/tags/GitLab" rel="tag">#<span>GitLab</span></a> <a href="https://mstdn.jmrp.io/tags/AI" rel="tag">#<span>AI</span></a> <a href="https://mstdn.jmrp.io/tags/OpenSource" rel="tag">#<span>OpenSource</span></a> <a href="https://mstdn.jmrp.io/tags/LLM" rel="tag">#<span>LLM</span></a> <a href="https://mstdn.jmrp.io/tags/Golang" rel="tag">#<span>Golang</span></a> <a href="https://mstdn.jmrp.io/tags/SelfHosted" rel="tag">#<span>SelfHosted</span></a></p>

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