https://mahmut-abi.github.io/cloud-native-mcp-server/zh/guides/performance/Recent content in 性能 on 云原生 MCP 服务器Hugozh-cnhttps://mahmut-abi.github.io/cloud-native-mcp-server/zh/guides/performance/optimization/Mon, 01 Jan 0001 00:00:00 +0000https://mahmut-abi.github.io/cloud-native-mcp-server/zh/guides/performance/optimization/<h1 id="性能优化">性能优化<a class="anchor" href="#%e6%80%a7%e8%83%bd%e4%bc%98%e5%8c%96">#</a></h1> <p>本文档给出与当前版本一致的性能优化策略，仅使用实际可配置项。</p> <h2 id="1-先做基线观测">1. 先做基线观测<a class="anchor" href="#1-%e5%85%88%e5%81%9a%e5%9f%ba%e7%ba%bf%e8%a7%82%e6%b5%8b">#</a></h2> <p>先建立性能基线，再调参：</p> <ul> <li>请求速率（RPS/QPS）</li> <li>p95/p99 延迟</li> <li>错误率</li> <li>内存与 CPU</li> </ul> <p>建议至少跑 15-30 分钟真实流量或压测流量后再改配置。</p> <h2 id="2-服务器超时调优">2. 服务器超时调优<a class="anchor" href="#2-%e6%9c%8d%e5%8a%a1%e5%99%a8%e8%b6%85%e6%97%b6%e8%b0%83%e4%bc%98">#</a></h2> <div class="highlight"><div style="background-color:#f7f7f7;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;"> <table style="border-spacing:0;padding:0;margin:0;border:0;"><tr><td style="vertical-align:top;padding:0;margin:0;border:0;"> <pre tabindex="0" style="background-color:#f7f7f7;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;"><code><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f">1 </span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f">2 </span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f">3 </span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f">4 </span></code></pre></td> <td style="vertical-align:top;padding:0;margin:0;border:0;;width:100%"> <pre tabindex="0" style="background-color:#f7f7f7;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;"><code class="language-yaml" data-lang="yaml"><span style="display:flex;"><span><span style="color:#0550ae">server</span><span style="color:#1f2328">:</span><span style="color:#fff"> </span></span></span><span style="display:flex;"><span><span style="color:#fff"> </span><span style="color:#0550ae">readTimeoutSec</span><span style="color:#1f2328">:</span><span style="color:#fff"> </span><span style="color:#0550ae">30</span><span style="color:#fff"> </span></span></span><span style="display:flex;"><span><span style="color:#fff"> </span><span style="color:#0550ae">writeTimeoutSec</span><span style="color:#1f2328">:</span><span style="color:#fff"> </span><span style="color:#0550ae">0</span><span style="color:#fff"> </span></span></span><span style="display:flex;"><span><span style="color:#fff"> </span><span style="color:#0550ae">idleTimeoutSec</span><span style="color:#1f2328">:</span><span style="color:#fff"> </span><span style="color:#0550ae">60</span></span></span></code></pre></td></tr></table> </div> </div><p>建议：</p> <ul> <li>SSE 场景保持 <code>writeTimeoutSec: 0</code>。</li> <li>高频断连时提高 <code>idleTimeoutSec</code>。</li> <li>慢客户端场景提高 <code>readTimeoutSec</code>。</li> </ul> <h2 id="3-kubernetes-调优">3. Kubernetes 调优<a class="anchor" href="#3-kubernetes-%e8%b0%83%e4%bc%98">#</a></h2> <div class="highlight"><div style="background-color:#f7f7f7;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;"> <table style="border-spacing:0;padding:0;margin:0;border:0;"><tr><td style="vertical-align:top;padding:0;margin:0;border:0;"> <pre tabindex="0" style="background-color:#f7f7f7;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;"><code><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f">1 </span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f">2 </span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f">3 </span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f">4 </span></code></pre></td> <td style="vertical-align:top;padding:0;margin:0;border:0;;width:100%"> <pre tabindex="0" style="background-color:#f7f7f7;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;"><code class="language-yaml" data-lang="yaml"><span style="display:flex;"><span><span style="color:#0550ae">kubernetes</span><span style="color:#1f2328">:</span><span style="color:#fff"> </span></span></span><span style="display:flex;"><span><span style="color:#fff"> </span><span style="color:#0550ae">timeoutSec</span><span style="color:#1f2328">:</span><span style="color:#fff"> </span><span style="color:#0550ae">30</span><span style="color:#fff"> </span></span></span><span style="display:flex;"><span><span style="color:#fff"> </span><span style="color:#0550ae">qps</span><span style="color:#1f2328">:</span><span style="color:#fff"> </span><span style="color:#0550ae">100.0</span><span style="color:#fff"> </span></span></span><span style="display:flex;"><span><span style="color:#fff"> </span><span style="color:#0550ae">burst</span><span style="color:#1f2328">:</span><span style="color:#fff"> </span><span style="color:#0550ae">200</span></span></span></code></pre></td></tr></table> </div> </div><p>建议：</p>https://mahmut-abi.github.io/cloud-native-mcp-server/zh/guides/performance/benchmarking/Mon, 01 Jan 0001 00:00:00 +0000https://mahmut-abi.github.io/cloud-native-mcp-server/zh/guides/performance/benchmarking/<h1 id="基准测试">基准测试<a class="anchor" href="#%e5%9f%ba%e5%87%86%e6%b5%8b%e8%af%95">#</a></h1> <p>本文档给出可复现的压测流程，用于验证 Cloud Native MCP Server 在当前配置下的性能表现。</p> <h2 id="1-测试前准备">1. 测试前准备<a class="anchor" href="#1-%e6%b5%8b%e8%af%95%e5%89%8d%e5%87%86%e5%a4%87">#</a></h2> <ul> <li>固定测试环境（CPU/内存配额、节点负载）</li> <li>固定服务配置（避免测试中变更）</li> <li>记录版本与配置摘要</li> </ul> <p>建议记录：</p> <ul> <li>commit SHA</li> <li>运行模式（<code>sse</code> 或 <code>streamable-http</code>）</li> <li><code>kubernetes.timeoutSec/qps/burst</code></li> <li><code>ratelimit</code> 是否开启</li> </ul> <h2 id="2-测试工具">2. 测试工具<a class="anchor" href="#2-%e6%b5%8b%e8%af%95%e5%b7%a5%e5%85%b7">#</a></h2> <p>推荐：Apache Bench (<code>ab</code>)。</p> <div class="highlight"><div style="background-color:#f7f7f7;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;"> <table style="border-spacing:0;padding:0;margin:0;border:0;"><tr><td style="vertical-align:top;padding:0;margin:0;border:0;"> <pre tabindex="0" style="background-color:#f7f7f7;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;"><code><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f">1 </span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f">2 </span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f">3 </span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f">4 </span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f">5 </span></code></pre></td> <td style="vertical-align:top;padding:0;margin:0;border:0;;width:100%"> <pre tabindex="0" style="background-color:#f7f7f7;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;"><code class="language-bash" data-lang="bash"><span style="display:flex;"><span><span style="color:#57606a"># Ubuntu / Debian</span> </span></span><span style="display:flex;"><span>sudo apt-get install apache2-utils </span></span><span style="display:flex;"><span> </span></span><span style="display:flex;"><span><span style="color:#57606a"># macOS</span> </span></span><span style="display:flex;"><span>ab -V</span></span></code></pre></td></tr></table> </div> </div><h2 id="3-压测场景">3. 压测场景<a class="anchor" href="#3-%e5%8e%8b%e6%b5%8b%e5%9c%ba%e6%99%af">#</a></h2> <h3 id="场景-a健康检查">场景 A：健康检查<a class="anchor" href="#%e5%9c%ba%e6%99%af-a%e5%81%a5%e5%ba%b7%e6%a3%80%e6%9f%a5">#</a></h3> <div class="highlight"><div style="background-color:#f7f7f7;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;"> <table style="border-spacing:0;padding:0;margin:0;border:0;"><tr><td style="vertical-align:top;padding:0;margin:0;border:0;"> <pre tabindex="0" style="background-color:#f7f7f7;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;"><code><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f">1 </span></code></pre></td> <td style="vertical-align:top;padding:0;margin:0;border:0;;width:100%"> <pre tabindex="0" style="background-color:#f7f7f7;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;"><code class="language-bash" data-lang="bash"><span style="display:flex;"><span>ab -n <span style="color:#0550ae">10000</span> -c <span style="color:#0550ae">100</span> http://127.0.0.1:8080/health</span></span></code></pre></td></tr></table> </div> </div><p>用途：测基础网络与进程响应能力。</p>