Curated Markdown skill files that teach AI agents how to build on the Cortex intelligence ecosystem. Covers document upload, hybrid search, knowledge graphs, RAG Q&A, collections, integrations with LangChain, CrewAI, MCP, and more.
The missing knowledge between AI agents and the Cortex ecosystem. Integrate the main skill and let your agent navigate the rest.
Deploy MOCA Library via Docker or Coolify. All 50+ environment variables, first steps, and health checks.
API key management with 4 permission tiers (read, manage, admin). X-API-Key auth, session security, and prompt injection protection.
Instance management — AgentSkills registry, export/import, system reset, admin session auth, and system statistics.
Document ingestion for PDF, DOCX, XLSX, PPTX, HTML, images, audio, and LaTeX. Chunking config, batch processing, custom inputs, and vision analysis.
Hybrid search combining vector similarity (0.5), keyword matching (0.3), and graph traversal (0.2). RRF fusion with cross-encoder re-ranking.
RAG-powered Q&A with streaming SSE, agentic multi-step reasoning, deep research mode, conversation history, and collection scoping.
Knowledge graph operations — 10 entity types, typed relationships, subgraph queries, multi-hop traversal, and semantic entity resolution.
Organize documents by team, project, or use case. Scoped knowledge graphs, bulk operations, and document assignment.
Automatic entity clustering via Louvain algorithm. LLM-generated community summaries that enrich RAG context and discovery.
GPU-accelerated inference via Compute3. Start/stop dedicated B200 GPU jobs with per-second billing for massive document uploads.
Background task system — poll for completion, cancel long-running jobs, and clean up old tasks. Used by community detection, summarization, and bulk processing.
Model Context Protocol server for Cortex. Give Claude Desktop, Cursor, Windsurf, and any MCP client native access to your knowledge base.
Connect Cortex to LangChain, CrewAI, AutoGen, LangGraph, ElizaOS, MCP, Slack bots, webhooks, and automation platforms.
App ecosystem — YouTube Importer, Web Crawler, Notion Sync, Slack Archive Importer, Research Dashboard, API Playground, and custom builds.
The Bold Typography design system for Cortex-ecosystem UIs. Dark mode, orange accent, sharp edges, Inter Tight + JetBrains Mono, and full component specs.