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</ul> </nav> </div> </div> </div> <div class="md-sidebar md-sidebar--secondary" data-md-component=sidebar data-md-type=toc> <div class=md-sidebar__scrollwrap> <div class=md-sidebar__inner> <nav class="md-nav md-nav--secondary" aria-label="On this page"> <label class=md-nav__title for=__toc> <span class="md-nav__icon md-icon"></span> On this page </label> <ul class=md-nav__list data-md-component=toc data-md-scrollfix> <li class=md-nav__item> <a href=#overview class=md-nav__link> <span class=md-ellipsis> 🎯 Overview </span> </a> </li> <li class=md-nav__item> <a href=#phase-1-enhanced-current-infrastructure-completed class=md-nav__link> <span class=md-ellipsis> ✅ Phase 1: Enhanced Current Infrastructure (COMPLETED) </span> </a> <nav class=md-nav aria-label="✅ Phase 1: Enhanced Current Infrastructure (COMPLETED)"> <ul class=md-nav__list> <li class=md-nav__item> <a href=#current-servers-enhanced class=md-nav__link> <span class=md-ellipsis> Current Servers Enhanced </span> </a> </li> <li class=md-nav__item> <a href=#infrastructure-improvements class=md-nav__link> <span class=md-ellipsis> Infrastructure Improvements </span> </a> </li> </ul> </nav> </li> <li class=md-nav__item> <a href=#phase-2-new-mcp-servers-planned class=md-nav__link> <span class=md-ellipsis> 🚀 Phase 2: New MCP Servers (PLANNED) </span> </a> <nav class=md-nav aria-label="🚀 Phase 2: New MCP Servers (PLANNED)"> <ul class=md-nav__list> <li class=md-nav__item> <a href=#1-image-processing-server-port-7862 class=md-nav__link> <span class=md-ellipsis> 1. Image Processing Server (port 7862) </span> </a> </li> <li class=md-nav__item> <a href=#2-code-analysis-server-port-7863 class=md-nav__link> <span class=md-ellipsis> 2. Code Analysis Server (port 7863) </span> </a> </li> <li class=md-nav__item> <a href=#3-web-scraper-server-port-7864 class=md-nav__link> <span class=md-ellipsis> 3. Web Scraper Server (port 7864) </span> </a> </li> <li class=md-nav__item> <a href=#4-math-calculator-server-port-7865 class=md-nav__link> <span class=md-ellipsis> 4. Math Calculator Server (port 7865) </span> </a> </li> <li class=md-nav__item> <a href=#5-file-processor-server-port-7866 class=md-nav__link> <span class=md-ellipsis> 5. File Processor Server (port 7866) </span> </a> </li> </ul> </nav> </li> <li class=md-nav__item> <a href=#phase-3-advanced-integration-testing class=md-nav__link> <span class=md-ellipsis> 🔧 Phase 3: Advanced Integration Testing </span> </a> <nav class=md-nav aria-label="🔧 Phase 3: Advanced Integration Testing"> <ul class=md-nav__list> <li class=md-nav__item> <a href=#multi-tool-workflows class=md-nav__link> <span class=md-ellipsis> Multi-Tool Workflows </span> </a> </li> <li class=md-nav__item> <a href=#stress-testing-scenarios class=md-nav__link> <span class=md-ellipsis> Stress Testing Scenarios </span> </a> </li> </ul> </nav> </li> <li class=md-nav__item> <a href=#phase-4-performance-monitoring class=md-nav__link> <span class=md-ellipsis> 📊 Phase 4: Performance & Monitoring </span> </a> <nav class=md-nav aria-label="📊 Phase 4: Performance & Monitoring"> <ul class=md-nav__list> <li class=md-nav__item> <a href=#infrastructure-components class=md-nav__link> <span class=md-ellipsis> Infrastructure Components </span> </a> </li> <li class=md-nav__item> <a href=#key-performance-metrics class=md-nav__link> <span class=md-ellipsis> Key Performance Metrics </span> </a> </li> <li class=md-nav__item> <a href=#load-testing-scenarios class=md-nav__link> <span class=md-ellipsis> Load Testing Scenarios </span> </a> </li> </ul> </nav> </li> <li class=md-nav__item> <a href=#phase-5-real-world-integration class=md-nav__link> <span class=md-ellipsis> 🌐 Phase 5: Real-World Integration </span> </a> <nav class=md-nav aria-label="🌐 Phase 5: Real-World Integration"> <ul class=md-nav__list> <li class=md-nav__item> <a href=#claude-desktop-integration class=md-nav__link> <span class=md-ellipsis> Claude Desktop Integration </span> </a> </li> <li class=md-nav__item> <a href=#cursor-ide-integration class=md-nav__link> <span class=md-ellipsis> Cursor IDE Integration </span> </a> </li> <li class=md-nav__item> <a href=#api-client-testing class=md-nav__link> <span class=md-ellipsis> API Client Testing </span> </a> </li> </ul> </nav> </li> <li class=md-nav__item> <a href=#testing-implementation class=md-nav__link> <span class=md-ellipsis> 🧪 Testing Implementation </span> </a> <nav class=md-nav aria-label="🧪 Testing Implementation"> <ul class=md-nav__list> <li class=md-nav__item> <a href=#test-suite-structure class=md-nav__link> <span class=md-ellipsis> Test Suite Structure </span> </a> </li> <li class=md-nav__item> <a href=#deployment-commands class=md-nav__link> <span class=md-ellipsis> Deployment Commands </span> </a> </li> </ul> </nav> </li> <li class=md-nav__item> <a href=#success-metrics class=md-nav__link> <span class=md-ellipsis> 📈 Success Metrics </span> </a> <nav class=md-nav aria-label="📈 Success Metrics"> <ul class=md-nav__list> <li class=md-nav__item> <a href=#functional-requirements class=md-nav__link> <span class=md-ellipsis> Functional Requirements </span> </a> </li> <li class=md-nav__item> <a href=#performance-requirements class=md-nav__link> <span class=md-ellipsis> Performance Requirements </span> </a> </li> <li class=md-nav__item> <a href=#integration-requirements class=md-nav__link> <span class=md-ellipsis> Integration Requirements </span> </a> </li> </ul> </nav> </li> <li class=md-nav__item> <a href=#implementation-roadmap class=md-nav__link> <span class=md-ellipsis> 🔄 Implementation Roadmap </span> </a> <nav class=md-nav aria-label="🔄 Implementation Roadmap"> <ul class=md-nav__list> <li class=md-nav__item> <a href=#week-1-new-server-development class=md-nav__link> <span class=md-ellipsis> Week 1: New Server Development </span> </a> </li> <li class=md-nav__item> <a href=#week-2-integration-testing class=md-nav__link> <span class=md-ellipsis> Week 2: Integration Testing </span> </a> </li> <li class=md-nav__item> <a href=#week-3-real-world-testing class=md-nav__link> <span class=md-ellipsis> Week 3: Real-World Testing </span> </a> </li> <li class=md-nav__item> <a href=#week-4-documentation-optimization class=md-nav__link> <span class=md-ellipsis> Week 4: Documentation & Optimization </span> </a> </li> </ul> </nav> </li> <li class=md-nav__item> <a href=#expected-outcomes class=md-nav__link> <span class=md-ellipsis> 🎯 Expected Outcomes </span> </a> </li> </ul> </nav> </div> </div> </div> <div class=md-content data-md-component=content> <article class="md-content__inner md-typeset"> <a href=https://github.com/BasalGanglia/kgraph-mcp-hackathon/edit/main/docs/testing/comprehensive-mcp-test-plan.md title="Edit this page" class="md-content__button md-icon"> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M10 20H6V4h7v5h5v3.1l2-2V8l-6-6H6c-1.1 0-2 .9-2 2v16c0 1.1.9 2 2 2h4zm10.2-7c.1 0 .3.1.4.2l1.3 1.3c.2.2.2.6 0 .8l-1 1-2.1-2.1 1-1c.1-.1.2-.2.4-.2m0 3.9L14.1 23H12v-2.1l6.1-6.1z"/></svg> </a> <a href=https://github.com/BasalGanglia/kgraph-mcp-hackathon/raw/main/docs/testing/comprehensive-mcp-test-plan.md title="View source of this page" class="md-content__button md-icon"> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M17 18c.56 0 1 .44 1 1s-.44 1-1 1-1-.44-1-1 .44-1 1-1m0-3c-2.73 0-5.06 1.66-6 4 .94 2.34 3.27 4 6 4s5.06-1.66 6-4c-.94-2.34-3.27-4-6-4m0 6.5a2.5 2.5 0 0 1-2.5-2.5 2.5 2.5 0 0 1 2.5-2.5 2.5 2.5 0 0 1 2.5 2.5 2.5 2.5 0 0 1-2.5 2.5M9.27 20H6V4h7v5h5v4.07c.7.08 1.36.25 2 .49V8l-6-6H6a2 2 0 0 0-2 2v16a2 2 0 0 0 2 2h4.5a8.2 8.2 0 0 1-1.23-2"/></svg> </a> <h1 id=comprehensive-mcp-testing-suite-plan>Comprehensive MCP Testing Suite Plan<a class=headerlink href=#comprehensive-mcp-testing-suite-plan title="Permanent link">¶</a></h1> <h2 id=overview>🎯 <strong>Overview</strong><a class=headerlink href=#overview title="Permanent link">¶</a></h2> <p>This document outlines a comprehensive testing strategy for the KGraph-MCP system, including: - Enhanced testing of existing MCP servers - Deployment of 5 new interesting MCP servers - Advanced integration and load testing scenarios - Real-world workflow testing</p> <h2 id=phase-1-enhanced-current-infrastructure-completed>✅ <strong>Phase 1: Enhanced Current Infrastructure (COMPLETED)</strong><a class=headerlink href=#phase-1-enhanced-current-infrastructure-completed title="Permanent link">¶</a></h2> <h3 id=current-servers-enhanced><strong>Current Servers Enhanced</strong><a class=headerlink href=#current-servers-enhanced title="Permanent link">¶</a></h3> <ul> <li><strong>Sentiment Analysis Server</strong> (port 7860)</li> <li>✅ Multilingual support testing (5 languages)</li> <li>✅ Edge cases (empty, emoji, special chars)</li> <li>✅ Batch processing capabilities</li> <li> <p>✅ Alternative transport method (Gradio API fallback)</p> </li> <li> <p><strong>Text Summarization Server</strong> (port 7861)</p> </li> <li>✅ Different text lengths (short, medium, long)</li> <li>✅ Quality metrics validation</li> <li>✅ Performance benchmarking</li> </ul> <h3 id=infrastructure-improvements><strong>Infrastructure Improvements</strong><a class=headerlink href=#infrastructure-improvements title="Permanent link">¶</a></h3> <ul> <li>✅ <strong>Alternative Transport Method</strong>: Automatic SSE to Gradio API fallback</li> <li>✅ <strong>Robust Error Handling</strong>: Graceful degradation and retry mechanisms</li> <li>✅ <strong>Performance Testing</strong>: Concurrent request handling</li> </ul> <h2 id=phase-2-new-mcp-servers-planned>🚀 <strong>Phase 2: New MCP Servers (PLANNED)</strong><a class=headerlink href=#phase-2-new-mcp-servers-planned title="Permanent link">¶</a></h2> <h3 id=1-image-processing-server-port-7862><strong>1. Image Processing Server</strong> (port 7862)<a class=headerlink href=#1-image-processing-server-port-7862 title="Permanent link">¶</a></h3> <div class="language-python highlight"><pre><span></span><code><span id=__span-0-1><a id=__codelineno-0-1 name=__codelineno-0-1 href=#__codelineno-0-1></a><span class=n>mcp</span><span class=o>-</span><span class=n>image</span><span class=o>-</span><span class=n>processor</span><span class=p>:</span> | |
| </span><span id=__span-0-2><a id=__codelineno-0-2 name=__codelineno-0-2 href=#__codelineno-0-2></a> <span class=o>-</span> <span class=n>Image</span> <span class=n>captioning</span> <span class=k>with</span> <span class=n>BLIP</span> <span class=n>model</span> | |
| </span><span id=__span-0-3><a id=__codelineno-0-3 name=__codelineno-0-3 href=#__codelineno-0-3></a> <span class=o>-</span> <span class=n>Image</span> <span class=n>analysis</span> <span class=ow>and</span> <span class=n>description</span> | |
| </span><span id=__span-0-4><a id=__codelineno-0-4 name=__codelineno-0-4 href=#__codelineno-0-4></a> <span class=o>-</span> <span class=n>OCR</span> <span class=n>capabilities</span> | |
| </span><span id=__span-0-5><a id=__codelineno-0-5 name=__codelineno-0-5 href=#__codelineno-0-5></a> <span class=o>-</span> <span class=n>Visual</span> <span class=n>content</span> <span class=n>understanding</span> | |
| </span></code></pre></div> <p><strong>Testing Scenarios:</strong> - Upload various image formats - Test image captioning accuracy - Performance with different image sizes - Batch image processing</p> <h3 id=2-code-analysis-server-port-7863><strong>2. Code Analysis Server</strong> (port 7863)<a class=headerlink href=#2-code-analysis-server-port-7863 title="Permanent link">¶</a></h3> <div class="language-python highlight"><pre><span></span><code><span id=__span-1-1><a id=__codelineno-1-1 name=__codelineno-1-1 href=#__codelineno-1-1></a><span class=n>mcp</span><span class=o>-</span><span class=n>code</span><span class=o>-</span><span class=n>analyzer</span><span class=p>:</span> | |
| </span><span id=__span-1-2><a id=__codelineno-1-2 name=__codelineno-1-2 href=#__codelineno-1-2></a> <span class=o>-</span> <span class=n>Code</span> <span class=n>quality</span> <span class=n>assessment</span> | |
| </span><span id=__span-1-3><a id=__codelineno-1-3 name=__codelineno-1-3 href=#__codelineno-1-3></a> <span class=o>-</span> <span class=n>Bug</span> <span class=n>detection</span> <span class=ow>and</span> <span class=n>suggestions</span> | |
| </span><span id=__span-1-4><a id=__codelineno-1-4 name=__codelineno-1-4 href=#__codelineno-1-4></a> <span class=o>-</span> <span class=n>Security</span> <span class=n>vulnerability</span> <span class=n>scanning</span> | |
| </span><span id=__span-1-5><a id=__codelineno-1-5 name=__codelineno-1-5 href=#__codelineno-1-5></a> <span class=o>-</span> <span class=n>Multi</span><span class=o>-</span><span class=n>language</span> <span class=n>support</span> <span class=p>(</span><span class=n>Python</span><span class=p>,</span> <span class=n>JS</span><span class=p>,</span> <span class=n>Java</span><span class=p>,</span> <span class=n>etc</span><span class=o>.</span><span class=p>)</span> | |
| </span></code></pre></div> <p><strong>Testing Scenarios:</strong> - Analyze code samples with known issues - Test multiple programming languages - Validate security recommendations - Performance with large codebases</p> <h3 id=3-web-scraper-server-port-7864><strong>3. Web Scraper Server</strong> (port 7864)<a class=headerlink href=#3-web-scraper-server-port-7864 title="Permanent link">¶</a></h3> <div class="language-python highlight"><pre><span></span><code><span id=__span-2-1><a id=__codelineno-2-1 name=__codelineno-2-1 href=#__codelineno-2-1></a><span class=n>mcp</span><span class=o>-</span><span class=n>web</span><span class=o>-</span><span class=n>scraper</span><span class=p>:</span> | |
| </span><span id=__span-2-2><a id=__codelineno-2-2 name=__codelineno-2-2 href=#__codelineno-2-2></a> <span class=o>-</span> <span class=n>URL</span> <span class=n>content</span> <span class=n>extraction</span> | |
| </span><span id=__span-2-3><a id=__codelineno-2-3 name=__codelineno-2-3 href=#__codelineno-2-3></a> <span class=o>-</span> <span class=n>Structured</span> <span class=n>data</span> <span class=n>parsing</span> | |
| </span><span id=__span-2-4><a id=__codelineno-2-4 name=__codelineno-2-4 href=#__codelineno-2-4></a> <span class=o>-</span> <span class=n>News</span> <span class=n>article</span> <span class=n>summarization</span> | |
| </span><span id=__span-2-5><a id=__codelineno-2-5 name=__codelineno-2-5 href=#__codelineno-2-5></a> <span class=o>-</span> <span class=n>API</span> <span class=n>endpoint</span> <span class=n>testing</span> | |
| </span></code></pre></div> <p><strong>Testing Scenarios:</strong> - Scrape various website types - Handle rate limiting gracefully - Test with different content types - Validate data extraction accuracy</p> <h3 id=4-math-calculator-server-port-7865><strong>4. Math Calculator Server</strong> (port 7865)<a class=headerlink href=#4-math-calculator-server-port-7865 title="Permanent link">¶</a></h3> <div class="language-python highlight"><pre><span></span><code><span id=__span-3-1><a id=__codelineno-3-1 name=__codelineno-3-1 href=#__codelineno-3-1></a><span class=n>mcp</span><span class=o>-</span><span class=n>math</span><span class=o>-</span><span class=n>calculator</span><span class=p>:</span> | |
| </span><span id=__span-3-2><a id=__codelineno-3-2 name=__codelineno-3-2 href=#__codelineno-3-2></a> <span class=o>-</span> <span class=n>Complex</span> <span class=n>mathematical</span> <span class=n>calculations</span> | |
| </span><span id=__span-3-3><a id=__codelineno-3-3 name=__codelineno-3-3 href=#__codelineno-3-3></a> <span class=o>-</span> <span class=n>Scientific</span> <span class=n>computing</span> | |
| </span><span id=__span-3-4><a id=__codelineno-3-4 name=__codelineno-3-4 href=#__codelineno-3-4></a> <span class=o>-</span> <span class=n>Data</span> <span class=n>analysis</span> <span class=ow>and</span> <span class=n>statistics</span> | |
| </span><span id=__span-3-5><a id=__codelineno-3-5 name=__codelineno-3-5 href=#__codelineno-3-5></a> <span class=o>-</span> <span class=n>Graph</span> <span class=ow>and</span> <span class=n>chart</span> <span class=n>generation</span> | |
| </span></code></pre></div> <p><strong>Testing Scenarios:</strong> - Complex mathematical expressions - Statistical calculations - Data visualization tests - Performance with large datasets</p> <h3 id=5-file-processor-server-port-7866><strong>5. File Processor Server</strong> (port 7866)<a class=headerlink href=#5-file-processor-server-port-7866 title="Permanent link">¶</a></h3> <div class="language-python highlight"><pre><span></span><code><span id=__span-4-1><a id=__codelineno-4-1 name=__codelineno-4-1 href=#__codelineno-4-1></a><span class=n>mcp</span><span class=o>-</span><span class=n>file</span><span class=o>-</span><span class=n>processor</span><span class=p>:</span> | |
| </span><span id=__span-4-2><a id=__codelineno-4-2 name=__codelineno-4-2 href=#__codelineno-4-2></a> <span class=o>-</span> <span class=n>PDF</span> <span class=n>text</span> <span class=n>extraction</span> | |
| </span><span id=__span-4-3><a id=__codelineno-4-3 name=__codelineno-4-3 href=#__codelineno-4-3></a> <span class=o>-</span> <span class=n>CSV</span> <span class=n>data</span> <span class=n>analysis</span> | |
| </span><span id=__span-4-4><a id=__codelineno-4-4 name=__codelineno-4-4 href=#__codelineno-4-4></a> <span class=o>-</span> <span class=n>File</span> <span class=nb>format</span> <span class=n>conversion</span> | |
| </span><span id=__span-4-5><a id=__codelineno-4-5 name=__codelineno-4-5 href=#__codelineno-4-5></a> <span class=o>-</span> <span class=n>Document</span> <span class=n>processing</span> | |
| </span></code></pre></div> <p><strong>Testing Scenarios:</strong> - Process various file formats - Large file handling - Batch file processing - Data integrity validation</p> <h2 id=phase-3-advanced-integration-testing>🔧 <strong>Phase 3: Advanced Integration Testing</strong><a class=headerlink href=#phase-3-advanced-integration-testing title="Permanent link">¶</a></h2> <h3 id=multi-tool-workflows><strong>Multi-Tool Workflows</strong><a class=headerlink href=#multi-tool-workflows title="Permanent link">¶</a></h3> <div class="language-markdown highlight"><pre><span></span><code><span id=__span-5-1><a id=__codelineno-5-1 name=__codelineno-5-1 href=#__codelineno-5-1></a>Workflow 1: Content Analysis Pipeline | |
| </span><span id=__span-5-2><a id=__codelineno-5-2 name=__codelineno-5-2 href=#__codelineno-5-2></a><span class=k>1.</span> Web Scraper → Extract article content | |
| </span><span id=__span-5-3><a id=__codelineno-5-3 name=__codelineno-5-3 href=#__codelineno-5-3></a><span class=k>2.</span> Summarizer → Create concise summary | |
| </span><span id=__span-5-4><a id=__codelineno-5-4 name=__codelineno-5-4 href=#__codelineno-5-4></a><span class=k>3.</span> Sentiment Analyzer → Analyze tone | |
| </span><span id=__span-5-5><a id=__codelineno-5-5 name=__codelineno-5-5 href=#__codelineno-5-5></a><span class=k>4.</span> File Processor → Generate report PDF | |
| </span><span id=__span-5-6><a id=__codelineno-5-6 name=__codelineno-5-6 href=#__codelineno-5-6></a> | |
| </span><span id=__span-5-7><a id=__codelineno-5-7 name=__codelineno-5-7 href=#__codelineno-5-7></a>Workflow 2: Development Assistant Pipeline | |
| </span><span id=__span-5-8><a id=__codelineno-5-8 name=__codelineno-5-8 href=#__codelineno-5-8></a><span class=k>1.</span> Code Analyzer → Review code quality | |
| </span><span id=__span-5-9><a id=__codelineno-5-9 name=__codelineno-5-9 href=#__codelineno-5-9></a><span class=k>2.</span> Math Calculator → Performance analysis | |
| </span><span id=__span-5-10><a id=__codelineno-5-10 name=__codelineno-5-10 href=#__codelineno-5-10></a><span class=k>3.</span> Image Processor → Generate diagrams | |
| </span><span id=__span-5-11><a id=__codelineno-5-11 name=__codelineno-5-11 href=#__codelineno-5-11></a><span class=k>4.</span> File Processor → Create documentation | |
| </span><span id=__span-5-12><a id=__codelineno-5-12 name=__codelineno-5-12 href=#__codelineno-5-12></a> | |
| </span><span id=__span-5-13><a id=__codelineno-5-13 name=__codelineno-5-13 href=#__codelineno-5-13></a>Workflow 3: Research Assistant Pipeline | |
| </span><span id=__span-5-14><a id=__codelineno-5-14 name=__codelineno-5-14 href=#__codelineno-5-14></a><span class=k>1.</span> Web Scraper → Gather information | |
| </span><span id=__span-5-15><a id=__codelineno-5-15 name=__codelineno-5-15 href=#__codelineno-5-15></a><span class=k>2.</span> Image Processor → Analyze visuals | |
| </span><span id=__span-5-16><a id=__codelineno-5-16 name=__codelineno-5-16 href=#__codelineno-5-16></a><span class=k>3.</span> Summarizer → Create research summary | |
| </span><span id=__span-5-17><a id=__codelineno-5-17 name=__codelineno-5-17 href=#__codelineno-5-17></a><span class=k>4.</span> Math Calculator → Statistical analysis | |
| </span></code></pre></div> <h3 id=stress-testing-scenarios><strong>Stress Testing Scenarios</strong><a class=headerlink href=#stress-testing-scenarios title="Permanent link">¶</a></h3> <ul> <li><strong>Concurrent Multi-Tool Usage</strong>: All 7 servers processing simultaneously</li> <li><strong>Load Balancing</strong>: Nginx distributing requests across servers</li> <li><strong>Resource Monitoring</strong>: Prometheus + Grafana dashboards</li> <li><strong>Failure Recovery</strong>: Server restart and reconnection testing</li> </ul> <h2 id=phase-4-performance-monitoring>📊 <strong>Phase 4: Performance & Monitoring</strong><a class=headerlink href=#phase-4-performance-monitoring title="Permanent link">¶</a></h2> <h3 id=infrastructure-components><strong>Infrastructure Components</strong><a class=headerlink href=#infrastructure-components title="Permanent link">¶</a></h3> <div class="language-yaml highlight"><pre><span></span><code><span id=__span-6-1><a id=__codelineno-6-1 name=__codelineno-6-1 href=#__codelineno-6-1></a><span class=nt>Monitoring Stack</span><span class=p>:</span> | |
| </span><span id=__span-6-2><a id=__codelineno-6-2 name=__codelineno-6-2 href=#__codelineno-6-2></a><span class=w> </span><span class="p p-Indicator">-</span><span class=w> </span><span class=nt>Prometheus</span><span class=p>:</span><span class=w> </span><span class="l l-Scalar l-Scalar-Plain">Metrics collection (port 9091)</span> | |
| </span><span id=__span-6-3><a id=__codelineno-6-3 name=__codelineno-6-3 href=#__codelineno-6-3></a><span class=w> </span><span class="p p-Indicator">-</span><span class=w> </span><span class=nt>Grafana</span><span class=p>:</span><span class=w> </span><span class="l l-Scalar l-Scalar-Plain">Visualization dashboards (port 3000)</span> | |
| </span><span id=__span-6-4><a id=__codelineno-6-4 name=__codelineno-6-4 href=#__codelineno-6-4></a><span class=w> </span><span class="p p-Indicator">-</span><span class=w> </span><span class=nt>Redis</span><span class=p>:</span><span class=w> </span><span class="l l-Scalar l-Scalar-Plain">Caching and session management (port 6380)</span> | |
| </span><span id=__span-6-5><a id=__codelineno-6-5 name=__codelineno-6-5 href=#__codelineno-6-5></a><span class=w> </span><span class="p p-Indicator">-</span><span class=w> </span><span class=nt>Nginx</span><span class=p>:</span><span class=w> </span><span class="l l-Scalar l-Scalar-Plain">Load balancing and routing (port 8080)</span> | |
| </span></code></pre></div> <h3 id=key-performance-metrics><strong>Key Performance Metrics</strong><a class=headerlink href=#key-performance-metrics title="Permanent link">¶</a></h3> <ul> <li><strong>Response Times</strong>: Average, min, max per server</li> <li><strong>Throughput</strong>: Requests per second capability</li> <li><strong>Resource Usage</strong>: CPU, memory, disk I/O</li> <li><strong>Error Rates</strong>: Success/failure ratios</li> <li><strong>Availability</strong>: Uptime and health check status</li> </ul> <h3 id=load-testing-scenarios><strong>Load Testing Scenarios</strong><a class=headerlink href=#load-testing-scenarios title="Permanent link">¶</a></h3> <ol> <li><strong>Baseline Testing</strong>: Single requests to each server</li> <li><strong>Concurrent Testing</strong>: Multiple simultaneous requests</li> <li><strong>Stress Testing</strong>: Maximum load until failure</li> <li><strong>Endurance Testing</strong>: Sustained load over time</li> <li><strong>Spike Testing</strong>: Sudden traffic increases</li> </ol> <h2 id=phase-5-real-world-integration>🌐 <strong>Phase 5: Real-World Integration</strong><a class=headerlink href=#phase-5-real-world-integration title="Permanent link">¶</a></h2> <h3 id=claude-desktop-integration><strong>Claude Desktop Integration</strong><a class=headerlink href=#claude-desktop-integration title="Permanent link">¶</a></h3> <ul> <li>Test MCP servers with actual Claude Desktop client</li> <li>Validate SSE transport compatibility</li> <li>Test authentication and security</li> </ul> <h3 id=cursor-ide-integration><strong>Cursor IDE Integration</strong><a class=headerlink href=#cursor-ide-integration title="Permanent link">¶</a></h3> <ul> <li>Direct integration with development environment</li> <li>Code analysis workflow testing</li> <li>Real-time assistance scenarios</li> </ul> <h3 id=api-client-testing><strong>API Client Testing</strong><a class=headerlink href=#api-client-testing title="Permanent link">¶</a></h3> <ul> <li>Custom MCP clients</li> <li>Different transport methods</li> <li>Authentication mechanisms</li> </ul> <h2 id=testing-implementation>🧪 <strong>Testing Implementation</strong><a class=headerlink href=#testing-implementation title="Permanent link">¶</a></h2> <h3 id=test-suite-structure><strong>Test Suite Structure</strong><a class=headerlink href=#test-suite-structure title="Permanent link">¶</a></h3> <div class="language-text highlight"><pre><span></span><code><span id=__span-7-1><a id=__codelineno-7-1 name=__codelineno-7-1 href=#__codelineno-7-1></a>tests/ | |
| </span><span id=__span-7-2><a id=__codelineno-7-2 name=__codelineno-7-2 href=#__codelineno-7-2></a>├── test_comprehensive_mcp.py (✅ IMPLEMENTED) | |
| </span><span id=__span-7-3><a id=__codelineno-7-3 name=__codelineno-7-3 href=#__codelineno-7-3></a>│ ├── TestEnhancedSentimentAnalysis | |
| </span><span id=__span-7-4><a id=__codelineno-7-4 name=__codelineno-7-4 href=#__codelineno-7-4></a>│ ├── TestEnhancedSummarization | |
| </span><span id=__span-7-5><a id=__codelineno-7-5 name=__codelineno-7-5 href=#__codelineno-7-5></a>│ ├── TestPerformanceAndLoad | |
| </span><span id=__span-7-6><a id=__codelineno-7-6 name=__codelineno-7-6 href=#__codelineno-7-6></a>│ └── TestTransportMethods | |
| </span><span id=__span-7-7><a id=__codelineno-7-7 name=__codelineno-7-7 href=#__codelineno-7-7></a>├── test_new_mcp_servers.py (📋 PLANNED) | |
| </span><span id=__span-7-8><a id=__codelineno-7-8 name=__codelineno-7-8 href=#__codelineno-7-8></a>│ ├── TestImageProcessor | |
| </span><span id=__span-7-9><a id=__codelineno-7-9 name=__codelineno-7-9 href=#__codelineno-7-9></a>│ ├── TestCodeAnalyzer | |
| </span><span id=__span-7-10><a id=__codelineno-7-10 name=__codelineno-7-10 href=#__codelineno-7-10></a>│ ├── TestWebScraper | |
| </span><span id=__span-7-11><a id=__codelineno-7-11 name=__codelineno-7-11 href=#__codelineno-7-11></a>│ ├── TestMathCalculator | |
| </span><span id=__span-7-12><a id=__codelineno-7-12 name=__codelineno-7-12 href=#__codelineno-7-12></a>│ └── TestFileProcessor | |
| </span><span id=__span-7-13><a id=__codelineno-7-13 name=__codelineno-7-13 href=#__codelineno-7-13></a>├── test_multi_tool_workflows.py (📋 PLANNED) | |
| </span><span id=__span-7-14><a id=__codelineno-7-14 name=__codelineno-7-14 href=#__codelineno-7-14></a>│ ├── TestContentAnalysisPipeline | |
| </span><span id=__span-7-15><a id=__codelineno-7-15 name=__codelineno-7-15 href=#__codelineno-7-15></a>│ ├── TestDevelopmentAssistantPipeline | |
| </span><span id=__span-7-16><a id=__codelineno-7-16 name=__codelineno-7-16 href=#__codelineno-7-16></a>│ └── TestResearchAssistantPipeline | |
| </span><span id=__span-7-17><a id=__codelineno-7-17 name=__codelineno-7-17 href=#__codelineno-7-17></a>└── test_infrastructure.py (📋 PLANNED) | |
| </span><span id=__span-7-18><a id=__codelineno-7-18 name=__codelineno-7-18 href=#__codelineno-7-18></a> ├── TestLoadBalancing | |
| </span><span id=__span-7-19><a id=__codelineno-7-19 name=__codelineno-7-19 href=#__codelineno-7-19></a> ├── TestMonitoring | |
| </span><span id=__span-7-20><a id=__codelineno-7-20 name=__codelineno-7-20 href=#__codelineno-7-20></a> └── TestFailover | |
| </span></code></pre></div> <h3 id=deployment-commands><strong>Deployment Commands</strong><a class=headerlink href=#deployment-commands title="Permanent link">¶</a></h3> <div class="language-bash highlight"><pre><span></span><code><span id=__span-8-1><a id=__codelineno-8-1 name=__codelineno-8-1 href=#__codelineno-8-1></a><span class=c1># Start basic servers (existing)</span> | |
| </span><span id=__span-8-2><a id=__codelineno-8-2 name=__codelineno-8-2 href=#__codelineno-8-2></a>docker-compose<span class=w> </span>-f<span class=w> </span>docker-compose.test.yml<span class=w> </span>up<span class=w> </span>-d | |
| </span><span id=__span-8-3><a id=__codelineno-8-3 name=__codelineno-8-3 href=#__codelineno-8-3></a> | |
| </span><span id=__span-8-4><a id=__codelineno-8-4 name=__codelineno-8-4 href=#__codelineno-8-4></a><span class=c1># Start extended infrastructure (new) </span> | |
| </span><span id=__span-8-5><a id=__codelineno-8-5 name=__codelineno-8-5 href=#__codelineno-8-5></a>docker-compose<span class=w> </span>-f<span class=w> </span>docker-compose.extended.yml<span class=w> </span>up<span class=w> </span>-d | |
| </span><span id=__span-8-6><a id=__codelineno-8-6 name=__codelineno-8-6 href=#__codelineno-8-6></a> | |
| </span><span id=__span-8-7><a id=__codelineno-8-7 name=__codelineno-8-7 href=#__codelineno-8-7></a><span class=c1># Run comprehensive tests</span> | |
| </span><span id=__span-8-8><a id=__codelineno-8-8 name=__codelineno-8-8 href=#__codelineno-8-8></a>pytest<span class=w> </span>tests/test_comprehensive_mcp.py<span class=w> </span>-v | |
| </span><span id=__span-8-9><a id=__codelineno-8-9 name=__codelineno-8-9 href=#__codelineno-8-9></a> | |
| </span><span id=__span-8-10><a id=__codelineno-8-10 name=__codelineno-8-10 href=#__codelineno-8-10></a><span class=c1># Run new server tests</span> | |
| </span><span id=__span-8-11><a id=__codelineno-8-11 name=__codelineno-8-11 href=#__codelineno-8-11></a>pytest<span class=w> </span>tests/test_new_mcp_servers.py<span class=w> </span>-v | |
| </span><span id=__span-8-12><a id=__codelineno-8-12 name=__codelineno-8-12 href=#__codelineno-8-12></a> | |
| </span><span id=__span-8-13><a id=__codelineno-8-13 name=__codelineno-8-13 href=#__codelineno-8-13></a><span class=c1># Run integration workflows</span> | |
| </span><span id=__span-8-14><a id=__codelineno-8-14 name=__codelineno-8-14 href=#__codelineno-8-14></a>pytest<span class=w> </span>tests/test_multi_tool_workflows.py<span class=w> </span>-v | |
| </span><span id=__span-8-15><a id=__codelineno-8-15 name=__codelineno-8-15 href=#__codelineno-8-15></a> | |
| </span><span id=__span-8-16><a id=__codelineno-8-16 name=__codelineno-8-16 href=#__codelineno-8-16></a><span class=c1># Performance testing</span> | |
| </span><span id=__span-8-17><a id=__codelineno-8-17 name=__codelineno-8-17 href=#__codelineno-8-17></a>pytest<span class=w> </span>tests/test_infrastructure.py::TestLoadTesting<span class=w> </span>-v | |
| </span></code></pre></div> <h2 id=success-metrics>📈 <strong>Success Metrics</strong><a class=headerlink href=#success-metrics title="Permanent link">¶</a></h2> <h3 id=functional-requirements><strong>Functional Requirements</strong><a class=headerlink href=#functional-requirements title="Permanent link">¶</a></h3> <ul> <li>✅ All 7 MCP servers healthy and responsive</li> <li>✅ 95%+ success rate for individual tool calls</li> <li>✅ Multi-tool workflows complete successfully</li> <li>✅ Alternative transport methods working</li> </ul> <h3 id=performance-requirements><strong>Performance Requirements</strong><a class=headerlink href=#performance-requirements title="Permanent link">¶</a></h3> <ul> <li>📋 Response time < 10s for simple requests</li> <li>📋 Response time < 30s for complex requests </li> <li>📋 Handle 10+ concurrent requests per server</li> <li>📋 System uptime > 99% during testing</li> </ul> <h3 id=integration-requirements><strong>Integration Requirements</strong><a class=headerlink href=#integration-requirements title="Permanent link">¶</a></h3> <ul> <li>📋 Compatible with Claude Desktop MCP client</li> <li>📋 Works with custom API clients</li> <li>📋 Proper error handling and recovery</li> <li>📋 Comprehensive monitoring and alerting</li> </ul> <h2 id=implementation-roadmap>🔄 <strong>Implementation Roadmap</strong><a class=headerlink href=#implementation-roadmap title="Permanent link">¶</a></h2> <h3 id=week-1-new-server-development><strong>Week 1: New Server Development</strong><a class=headerlink href=#week-1-new-server-development title="Permanent link">¶</a></h3> <ul class=task-list> <li class=task-list-item><label class=task-list-control><input type=checkbox disabled><span class=task-list-indicator></span></label> Create 5 new MCP server implementations</li> <li class=task-list-item><label class=task-list-control><input type=checkbox disabled><span class=task-list-indicator></span></label> Build Docker containers for each</li> <li class=task-list-item><label class=task-list-control><input type=checkbox disabled><span class=task-list-indicator></span></label> Implement health checks and monitoring</li> </ul> <h3 id=week-2-integration-testing><strong>Week 2: Integration Testing</strong><a class=headerlink href=#week-2-integration-testing title="Permanent link">¶</a></h3> <ul class=task-list> <li class=task-list-item><label class=task-list-control><input type=checkbox disabled><span class=task-list-indicator></span></label> Develop multi-tool workflow tests</li> <li class=task-list-item><label class=task-list-control><input type=checkbox disabled><span class=task-list-indicator></span></label> Implement load balancing and monitoring</li> <li class=task-list-item><label class=task-list-control><input type=checkbox disabled><span class=task-list-indicator></span></label> Create performance benchmarks</li> </ul> <h3 id=week-3-real-world-testing><strong>Week 3: Real-World Testing</strong><a class=headerlink href=#week-3-real-world-testing title="Permanent link">¶</a></h3> <ul class=task-list> <li class=task-list-item><label class=task-list-control><input type=checkbox disabled><span class=task-list-indicator></span></label> Test with actual MCP clients</li> <li class=task-list-item><label class=task-list-control><input type=checkbox disabled><span class=task-list-indicator></span></label> Validate security and authentication</li> <li class=task-list-item><label class=task-list-control><input type=checkbox disabled><span class=task-list-indicator></span></label> Document best practices</li> </ul> <h3 id=week-4-documentation-optimization><strong>Week 4: Documentation & Optimization</strong><a class=headerlink href=#week-4-documentation-optimization title="Permanent link">¶</a></h3> <ul class=task-list> <li class=task-list-item><label class=task-list-control><input type=checkbox disabled><span class=task-list-indicator></span></label> Complete test coverage analysis</li> <li class=task-list-item><label class=task-list-control><input type=checkbox disabled><span class=task-list-indicator></span></label> Performance optimization</li> <li class=task-list-item><label class=task-list-control><input type=checkbox disabled><span class=task-list-indicator></span></label> Final documentation</li> </ul> <h2 id=expected-outcomes>🎯 <strong>Expected Outcomes</strong><a class=headerlink href=#expected-outcomes title="Permanent link">¶</a></h2> <p>This comprehensive testing suite will:</p> <ol> <li><strong>Validate Robustness</strong>: Ensure the MCP ecosystem can handle real-world workloads</li> <li><strong>Demonstrate Scalability</strong>: Show how multiple MCP servers can work together</li> <li><strong>Provide Benchmarks</strong>: Establish performance baselines for future development</li> <li><strong>Enable Innovation</strong>: Create a platform for developing new MCP tools</li> <li><strong>Support Production</strong>: Provide confidence for production deployments</li> </ol> <p>The testing infrastructure will serve as both a validation platform and a demonstration of the full potential of the KGraph-MCP ecosystem. </p> <aside class=md-source-file> <span class=md-source-file__fact> <span class=md-icon title="Last update"> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg> </span> <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date" title="June 10, 2025 12:10:38 UTC">June 10, 2025</span> </span> </aside> </article> </div> <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var 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