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kairos-core-mcp

v0.2.1

Published

Kairos core MCP server with hybrid memory architecture (Mem0 + Kysely)

Vulnerabilities

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Links

Maintainers

emanuelmedicisoftwareemanuelmedicisoftware

Keywords

kairosmcpaimemoryhybrid-architecture

Readme

@kairos/core-mcp

Kairos core MCP server with hybrid memory architecture combining:

  • Temporal retrieval: Kysely + SQLite/PostgreSQL (chronological queries)
  • Semantic retrieval: Mem0 + ChromaDB/Pinecone (similarity search)

Features

  • Tier-aware: Adapts to solo (local) or team (managed) deployment
  • Hybrid queries: Combines temporal and semantic memory
  • Factory pattern: Runtime backend selection
  • MCP protocol: Standard Model Context Protocol implementation

Architecture

@kairos/core-mcp
├── VectorStoreFactory → ChromaDB | Pinecone
├── RelationalDBFactory → SQLite | PostgreSQL
├── Mem0AdapterFactory → Mem0 OSS | Mem0 Platform
└── MemoryService → Hybrid orchestrator

Installation

pnpm install
pnpm build

Usage

See main Kairos documentation for setup and usage instructions.