Vibe Coding Discoverknowledge-base-server
View on GitHubMake every AI agent you use smarter. Persistent memory with SQLite FTS5, MCP server, Obsidian sync, and self-learning intelligence pipeline.
Self-hosted knowledge and memory server for AI agents, exposed through MCP and REST APIs. It ingests documents and Obsidian vaults, then uses SQLite FTS5 and local embeddings for search, classification, synthesis, and persistent cross-session context.
Use Cases
Share persistent knowledge across AI agentsSearch notes and documents with hybrid keyword and semantic retrievalSync an Obsidian vault for agent accessCapture coding sessions and bug fixes for future contextClassify and synthesize ingested knowledgeProvide token-efficient context briefings to agents
Built With
- Language
- JavaScript
- Frameworks
- Model Context Protocol SDK · Hugging Face Transformers.js · Express · SQLite FTS5
Tags
persistent memory · knowledge base · MCP server · agent memory · multi-agent · hybrid search · semantic search · Obsidian sync · SQLite · self-hosted