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Knowledge Base

Cortex Intelligence Hub

Central control panel for all indexed knowledge — code graphs, document graphs, and MCP integrations.

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Code Graph

AST-level analysis of your codebase. Browse projects, register GitHub repositories, inspect class hierarchies, call graphs, and dependency relationships.

Live
Open Code Graph
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Doc Graph

Document ingestion and semantic search. Upload files, connect external sources (Confluence, Jira, SharePoint), manage sync schedules, and search across all knowledge.

Live
Open Doc Graph
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MCP Server

Unified Model Context Protocol endpoint exposing code graph tools and knowledge base search to AI clients including GitHub Copilot, Claude, and Cursor.

Live
View Endpoint
What each graph provides
Code Graph ArcadeDB
Parses C#, Python, JavaScript, SQL, and Terraform source files into an entity graph. Nodes represent classes, methods, and files. Edges represent CALLS, EXTENDS, IMPORTS, and MIGRATED_TO relationships. Used by MCP tools to answer structural questions about the codebase in real-time.
Doc Graph Qdrant + SQLite
Ingests PDF, DOCX, PPTX, XLSX files plus external sources. Documents are chunked, embedded with a local embedding model, and stored in Qdrant for semantic search. Source connectors sync Confluence spaces, Jira projects, and SharePoint libraries on a configurable schedule.
MCP Tools Streamable HTTP
The /mcp endpoint exposes 25+ tools covering code graph queries, knowledge base search, and document retrieval. Connect from VS Code Copilot, Claude Desktop, or any MCP-compatible client.
Monitoring Coming soon
Real-time dashboards for ingestion pipeline health, vector store chunk counts, graph node/edge statistics, and worker task queues. Visibility into the full data processing lifecycle from raw source to searchable knowledge.
MCP Server Endpoint
Connect AI tools to this endpoint to access all code graph and knowledge base capabilities.
http://kb.cortex.ubtconnect.com/mcp