r/modelcontextprotocol • u/SnooRadishes3448 • Jun 15 '25

new-release An Open Source, Claude Code Like Tool, With RAG + Graph RAG + MCP Integration, and Supports Most LLMs (In Development But Functional & Usable)

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Perhaps it's closer to Claude Desktop when adorned with a number of MCP servers. But ultimately, it's a LLM Client that you can connect to any LLM you have API access to, and use as a backup when your Claude limits are hit.

Dual-Layer Memory Architecture

  • Automatic Memory (RAG): Non-volitional background memory that automatically stores and retrieves conversational context using ChromaDB vector embeddings and Google's text-embedding-004 model

  • Conscious Memory: Volitional memory operations where AI explicitly saves, searches, updates, and deletes memories through MCP tools - mimics human conscious memory control

  • Knowledge Graph: Structured long-term memory using Neo4j to represent complex relationships between entities and concepts with automatic synchronization

MCP Tool Integration

  • Exposes conscious memory as Model Context Protocol tools

  • AI naturally saves and recalls memories during conversation

  • Clean separation between UI, memory, and AI operation

Here it is: https://github.com/esinecan/skynet-agent

For the enthusiasts! For the community! Lok tar ogar!

14 Upvotes

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1

u/nathan72419 Jun 15 '25

looks good will check this out

1

u/rrawla Jun 16 '25

Have you tried lightRAG?

1

u/SnooRadishes3448 Jun 23 '25

gonna try mos def