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class="md-nav__icon md-icon"></span> </a> </li> <li class="md-nav__item md-nav__item--pruned md-nav__item--nested"> <a href=../mvp/mvp1/ class=md-nav__link> <span class=md-ellipsis> Project Management </span> <span class="md-nav__icon md-icon"></span> </a> </li> <li class="md-nav__item md-nav__item--pruned md-nav__item--nested"> <a href=../progress/ class=md-nav__link> <span class=md-ellipsis> Progress Reports </span> <span class="md-nav__icon md-icon"></span> </a> </li> <li class="md-nav__item md-nav__item--pruned md-nav__item--nested"> <a href=../workflow/development/ class=md-nav__link> <span class=md-ellipsis> Tools & Workflow </span> <span class="md-nav__icon md-icon"></span> </a> </li> <li class="md-nav__item md-nav__item--pruned md-nav__item--nested"> <a href=glossary/ class=md-nav__link> <span class=md-ellipsis> Resources </span> <span class="md-nav__icon md-icon"></span> </a> </li> </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=#resource-sections class=md-nav__link> <span class=md-ellipsis> 📚 Resource Sections </span> </a> </li> <li class=md-nav__item> <a href=#quick-help class=md-nav__link> <span class=md-ellipsis> 🆘 Quick Help </span> </a> <nav class=md-nav aria-label="🆘 Quick Help"> <ul class=md-nav__list> <li class=md-nav__item> <a href=#common-issues class=md-nav__link> <span class=md-ellipsis> Common Issues </span> </a> </li> <li class=md-nav__item> <a href=#support-channels class=md-nav__link> <span class=md-ellipsis> Support Channels </span> </a> </li> </ul> </nav> </li> <li class=md-nav__item> <a href=#key-concepts class=md-nav__link> <span class=md-ellipsis> 🔍 Key Concepts </span> </a> <nav class=md-nav aria-label="🔍 Key Concepts"> <ul class=md-nav__list> <li class=md-nav__item> <a href=#kgraph-mcp-core-concepts class=md-nav__link> <span class=md-ellipsis> KGraph-MCP Core Concepts </span> </a> </li> <li class=md-nav__item> <a href=#technical-terms class=md-nav__link> <span class=md-ellipsis> Technical Terms </span> </a> </li> </ul> </nav> </li> <li class=md-nav__item> <a href=#useful-commands class=md-nav__link> <span class=md-ellipsis> 🛠️ Useful Commands </span> </a> <nav class=md-nav aria-label="🛠️ Useful Commands"> <ul class=md-nav__list> <li class=md-nav__item> <a href=#quick-diagnostics class=md-nav__link> <span class=md-ellipsis> Quick Diagnostics </span> </a> </li> <li class=md-nav__item> <a href=#development-helpers class=md-nav__link> <span class=md-ellipsis> Development Helpers </span> </a> </li> </ul> </nav> </li> <li class=md-nav__item> <a href=#external-resources class=md-nav__link> <span class=md-ellipsis> 📖 External Resources </span> </a> <nav class=md-nav aria-label="📖 External Resources"> <ul class=md-nav__list> <li class=md-nav__item> <a href=#model-context-protocol-mcp class=md-nav__link> <span class=md-ellipsis> Model Context Protocol (MCP) </span> </a> </li> <li class=md-nav__item> <a href=#development-tools class=md-nav__link> <span class=md-ellipsis> Development Tools </span> </a> </li> <li class=md-nav__item> <a href=#knowledge-graphs class=md-nav__link> <span class=md-ellipsis> Knowledge Graphs </span> </a> </li> </ul> </nav> </li> <li class=md-nav__item> <a href=#related-documentation class=md-nav__link> <span class=md-ellipsis> 🔗 Related Documentation </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/resources/index.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/resources/index.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=resources>Resources<a class=headerlink href=#resources title="Permanent link">&para;</a></h1> <p>Additional resources, references, troubleshooting guides, and helpful materials for working with KGraph-MCP.</p> <h2 id=resource-sections>📚 <strong>Resource Sections</strong><a class=headerlink href=#resource-sections title="Permanent link">&para;</a></h2> <div class="grid cards"> <ul> <li> <p><span class="twemoji lg middle"><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="m15.07 11.25-.9.92C13.45 12.89 13 13.5 13 15h-2v-.5c0-1.11.45-2.11 1.17-2.83l1.24-1.26c.37-.36.59-.86.59-1.41a2 2 0 0 0-2-2 2 2 0 0 0-2 2H8a4 4 0 0 1 4-4 4 4 0 0 1 4 4 3.2 3.2 0 0 1-.93 2.25M13 19h-2v-2h2M12 2A10 10 0 0 0 2 12a10 10 0 0 0 10 10 10 10 0 0 0 10-10c0-5.53-4.5-10-10-10"/></svg></span> <strong>Troubleshooting</strong></p> <hr> <p>Common issues, solutions, and debugging guides.</p> <p><a href=troubleshooting/ ><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M13.22 19.03a.75.75 0 0 1 0-1.06L18.19 13H3.75a.75.75 0 0 1 0-1.5h14.44l-4.97-4.97a.749.749 0 0 1 .326-1.275.75.75 0 0 1 .734.215l6.25 6.25a.75.75 0 0 1 0 1.06l-6.25 6.25a.75.75 0 0 1-1.06 0"/></svg></span> Troubleshooting Guide</a></p> </li> <li> <p><span class="twemoji lg middle"><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M13 12h7v1.5h-7m0-4h7V11h-7m0 3.5h7V16h-7m8-12H3a2 2 0 0 0-2 2v13a2 2 0 0 0 2 2h18a2 2 0 0 0 2-2V6a2 2 0 0 0-2-2m0 15h-9V6h9"/></svg></span> <strong>Glossary</strong></p> <hr> <p>Definitions of terms, concepts, and technical vocabulary.</p> <p><a href=glossary/ ><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M13.22 19.03a.75.75 0 0 1 0-1.06L18.19 13H3.75a.75.75 0 0 1 0-1.5h14.44l-4.97-4.97a.749.749 0 0 1 .326-1.275.75.75 0 0 1 .734.215l6.25 6.25a.75.75 0 0 1 0 1.06l-6.25 6.25a.75.75 0 0 1-1.06 0"/></svg></span> Glossary</a></p> </li> <li> <p><span class="twemoji lg middle"><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M3.9 12c0-1.71 1.39-3.1 3.1-3.1h4V7H7a5 5 0 0 0-5 5 5 5 0 0 0 5 5h4v-1.9H7c-1.71 0-3.1-1.39-3.1-3.1M8 13h8v-2H8zm9-6h-4v1.9h4c1.71 0 3.1 1.39 3.1 3.1s-1.39 3.1-3.1 3.1h-4V17h4a5 5 0 0 0 5-5 5 5 0 0 0-5-5"/></svg></span> <strong>References</strong></p> <hr> <p>External links, documentation, and related resources.</p> <p><a href=references/ ><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M13.22 19.03a.75.75 0 0 1 0-1.06L18.19 13H3.75a.75.75 0 0 1 0-1.5h14.44l-4.97-4.97a.749.749 0 0 1 .326-1.275.75.75 0 0 1 .734.215l6.25 6.25a.75.75 0 0 1 0 1.06l-6.25 6.25a.75.75 0 0 1-1.06 0"/></svg></span> References</a></p> </li> <li> <p><span class="twemoji lg middle"><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M18 15H6l-4 4V3a1 1 0 0 1 1-1h15a1 1 0 0 1 1 1v11a1 1 0 0 1-1 1m5-6v14l-4-4H8a1 1 0 0 1-1-1v-1h14V8h1a1 1 0 0 1 1 1M8.19 4c-.87 0-1.57.2-2.11.59-.52.41-.78.98-.77 1.77l.01.03h1.93c.01-.3.1-.53.28-.69a1 1 0 0 1 .66-.23c.31 0 .57.1.75.28.18.19.26.45.26.75 0 .32-.07.59-.23.82-.14.23-.35.43-.61.59-.51.34-.86.64-1.05.91C7.11 9.08 7 9.5 7 10h2c0-.31.04-.56.13-.74s.26-.36.51-.52c.45-.24.82-.53 1.11-.93s.44-.81.44-1.31c0-.76-.27-1.37-.81-1.82C9.85 4.23 9.12 4 8.19 4M7 11v2h2v-2zm6 2h2v-2h-2zm0-9v6h2V4z"/></svg></span> <strong>FAQ</strong></p> <hr> <p>Frequently asked questions and answers.</p> <p><a href=faq/ ><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M13.22 19.03a.75.75 0 0 1 0-1.06L18.19 13H3.75a.75.75 0 0 1 0-1.5h14.44l-4.97-4.97a.749.749 0 0 1 .326-1.275.75.75 0 0 1 .734.215l6.25 6.25a.75.75 0 0 1 0 1.06l-6.25 6.25a.75.75 0 0 1-1.06 0"/></svg></span> FAQ</a></p> </li> </ul> </div> <h2 id=quick-help>🆘 <strong>Quick Help</strong><a class=headerlink href=#quick-help title="Permanent link">&para;</a></h2> <h3 id=common-issues><strong>Common Issues</strong><a class=headerlink href=#common-issues title="Permanent link">&para;</a></h3> <ul> <li><strong>Installation Problems</strong>: Check the <a href=../user-guide/installation/ >Installation Guide</a></li> <li><strong>Configuration Issues</strong>: Review <a href=../user-guide/configuration/ >Configuration Documentation</a></li> <li><strong>API Errors</strong>: Consult the <a href=../api/ >API Reference</a></li> <li><strong>Development Setup</strong>: Follow the <a href=../developer-guide/ >Developer Guide</a></li> </ul> <h3 id=support-channels><strong>Support Channels</strong><a class=headerlink href=#support-channels title="Permanent link">&para;</a></h3> <ul> <li><strong>GitHub Issues</strong>: <a href=https://github.com/BasalGanglia/kgraph-mcp-hackathon/issues>Report bugs and request features</a></li> <li><strong>Documentation</strong>: Browse this comprehensive documentation</li> <li><strong>Examples</strong>: Check out practical <a href=../user-guide/examples/ >usage examples</a></li> </ul> <h2 id=key-concepts>🔍 <strong>Key Concepts</strong><a class=headerlink href=#key-concepts title="Permanent link">&para;</a></h2> <h3 id=kgraph-mcp-core-concepts><strong>KGraph-MCP Core Concepts</strong><a class=headerlink href=#kgraph-mcp-core-concepts title="Permanent link">&para;</a></h3> <ul> <li><strong>Knowledge Graph</strong>: Semantic representation of MCP primitives</li> <li><strong>AI Agents</strong>: Autonomous task planning and execution</li> <li><strong>MCP Integration</strong>: Model Context Protocol compatibility</li> <li><strong>Tool Orchestration</strong>: Intelligent tool selection and routing</li> </ul> <h3 id=technical-terms><strong>Technical Terms</strong><a class=headerlink href=#technical-terms title="Permanent link">&para;</a></h3> <ul> <li><strong>MCP Server</strong>: A server implementing the Model Context Protocol</li> <li><strong>Tool Registry</strong>: Central repository of available tools</li> <li><strong>Agent Framework</strong>: Multi-agent coordination system</li> <li><strong>Semantic Search</strong>: Graph-based tool discovery</li> </ul> <h2 id=useful-commands>🛠️ <strong>Useful Commands</strong><a class=headerlink href=#useful-commands title="Permanent link">&para;</a></h2> <h3 id=quick-diagnostics><strong>Quick Diagnostics</strong><a class=headerlink href=#quick-diagnostics title="Permanent link">&para;</a></h3> <div class="language-bash 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=c1># Check system status</span>
</span><span id=__span-0-2><a id=__codelineno-0-2 name=__codelineno-0-2 href=#__codelineno-0-2></a>just<span class=w> </span>stats
</span><span id=__span-0-3><a id=__codelineno-0-3 name=__codelineno-0-3 href=#__codelineno-0-3></a>
</span><span id=__span-0-4><a id=__codelineno-0-4 name=__codelineno-0-4 href=#__codelineno-0-4></a><span class=c1># Validate environment</span>
</span><span id=__span-0-5><a id=__codelineno-0-5 name=__codelineno-0-5 href=#__codelineno-0-5></a>just<span class=w> </span>check
</span><span id=__span-0-6><a id=__codelineno-0-6 name=__codelineno-0-6 href=#__codelineno-0-6></a>
</span><span id=__span-0-7><a id=__codelineno-0-7 name=__codelineno-0-7 href=#__codelineno-0-7></a><span class=c1># Show documentation</span>
</span><span id=__span-0-8><a id=__codelineno-0-8 name=__codelineno-0-8 href=#__codelineno-0-8></a>just<span class=w> </span><span class=nb>help</span>
</span><span id=__span-0-9><a id=__codelineno-0-9 name=__codelineno-0-9 href=#__codelineno-0-9></a>
</span><span id=__span-0-10><a id=__codelineno-0-10 name=__codelineno-0-10 href=#__codelineno-0-10></a><span class=c1># View project status</span>
</span><span id=__span-0-11><a id=__codelineno-0-11 name=__codelineno-0-11 href=#__codelineno-0-11></a>just<span class=w> </span>tasks
</span></code></pre></div> <h3 id=development-helpers><strong>Development Helpers</strong><a class=headerlink href=#development-helpers title="Permanent link">&para;</a></h3> <div class="language-bash 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=c1># Setup development environment</span>
</span><span id=__span-1-2><a id=__codelineno-1-2 name=__codelineno-1-2 href=#__codelineno-1-2></a>just<span class=w> </span>setup
</span><span id=__span-1-3><a id=__codelineno-1-3 name=__codelineno-1-3 href=#__codelineno-1-3></a>
</span><span id=__span-1-4><a id=__codelineno-1-4 name=__codelineno-1-4 href=#__codelineno-1-4></a><span class=c1># Run in development mode</span>
</span><span id=__span-1-5><a id=__codelineno-1-5 name=__codelineno-1-5 href=#__codelineno-1-5></a>just<span class=w> </span>dev
</span><span id=__span-1-6><a id=__codelineno-1-6 name=__codelineno-1-6 href=#__codelineno-1-6></a>
</span><span id=__span-1-7><a id=__codelineno-1-7 name=__codelineno-1-7 href=#__codelineno-1-7></a><span class=c1># Generate documentation</span>
</span><span id=__span-1-8><a id=__codelineno-1-8 name=__codelineno-1-8 href=#__codelineno-1-8></a>just<span class=w> </span>docs-serve
</span></code></pre></div> <h2 id=external-resources>📖 <strong>External Resources</strong><a class=headerlink href=#external-resources title="Permanent link">&para;</a></h2> <h3 id=model-context-protocol-mcp><strong>Model Context Protocol (MCP)</strong><a class=headerlink href=#model-context-protocol-mcp title="Permanent link">&para;</a></h3> <ul> <li><a href=https://spec.modelcontextprotocol.io/ >MCP Specification</a></li> <li><a href=https://github.com/modelcontextprotocol>MCP GitHub Repository</a></li> <li><a href=https://github.com/modelcontextprotocol/servers>MCP Community</a></li> </ul> <h3 id=development-tools><strong>Development Tools</strong><a class=headerlink href=#development-tools title="Permanent link">&para;</a></h3> <ul> <li><a href=https://fastapi.tiangolo.com/ >FastAPI Documentation</a></li> <li><a href=https://gradio.app/docs/ >Gradio Documentation</a></li> <li><a href=https://networkx.org/ >NetworkX Documentation</a></li> <li><a href=https://github.com/casey/just>Just Command Runner</a></li> </ul> <h3 id=knowledge-graphs><strong>Knowledge Graphs</strong><a class=headerlink href=#knowledge-graphs title="Permanent link">&para;</a></h3> <ul> <li><a href=https://www.w3.org/RDF/ >RDF Specification</a></li> <li><a href=https://www.w3.org/TR/sparql11-query/ >SPARQL Query Language</a></li> <li><a href=https://www.w3.org/standards/semanticweb/ >Semantic Web Technologies</a></li> </ul> <h2 id=related-documentation>🔗 <strong>Related Documentation</strong><a class=headerlink href=#related-documentation title="Permanent link">&para;</a></h2> <ul> <li><a href=../user-guide/ >User Guide</a> - Getting started with KGraph-MCP</li> <li><a href=../developer-guide/ >Developer Guide</a> - Development and contribution</li> <li><a href=../api/ >API Reference</a> - Complete API documentation</li> <li><a href=../architecture/ >Architecture</a> - System design and architecture </li> </ul> <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 9, 2025 09:40:36 UTC">June 9, 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 labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script> <script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script> </div> <button type=button class="md-top md-icon" data-md-component=top hidden> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg> Back to top </button> </main> <footer class=md-footer> <div class="md-footer-meta md-typeset"> <div class="md-footer-meta__inner md-grid"> <div class=md-copyright> <div class=md-copyright__highlight> Copyright &copy; 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