Sqlite Vec Python Packages

kairix-agentic-knowledge-mgt

Shared knowledge layer for human-agent teams. Agents search, classify, and manage knowledge alongside your team.

kimi-mneme

Persistent memory plugin for Kimi Code CLI

seeklink

SeekLink — hybrid semantic search for markdown vaults. Four-channel RRF fusion, MLX reranker, native CJK support. Fully local.

palinode

The memory substrate for AI agents and developer tools. Git-versioned, file-native, MCP-first.

mlx-memo

Local MCP memory backed by Obsidian vault — MLX-native LLM + embedder, sqlite-vec store. No Ollama, no API keys.

visor-mcp

Skill-Orchestrated Context Intelligence Engine for AI coding agents

sqlite-vec-client

A lightweight Python client around sqlite-vec for CRUD and similarity search.

cairntir

Memory-first reasoning layer for Claude Code. Kills cross-chat AI amnesia. MCP server, verbatim storage, prediction-bound drawers, belief-as-distribution retrieval.

palacelite

轻量级本地 AI 记忆系统

mcp-memory-service-lite

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

git-notes-memory

Git-native, semantically-searchable memory storage for Claude Code. Captures decisions, learnings, and context as git notes with vector search.

ai-memory-service

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

agent-memory-service

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

memory-for-agents

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

robotmem

Robot Memory - Persistent memory system for AI robots. MCP Server + hybrid search + spatial retrieval.

secbot

Hackbot: AI-powered automated penetration testing robot

brainlayer

Persistent memory MCP for AI agents — SQLite, knowledge graph, 12 tools with ToolAnnotations

m-bots

⚠️ 本工具仅用于授权的安全测试。未经授权使用本工具进行网络攻击是违法的。一个智能化的自动化渗透测试机器人，具备AI驱动的安全测试能力。