Mem0 Python Packages

heropen

pip install heropen — Long-term memory for local AI agents. 100% local, no cloud, MCP protocol.

velesdb

The local-first memory engine for AI agents. One offline Rust binary fuses vector + graph + columnar under SQL — remember / recall / why over the Model Context Protocol. why() reconnects a decision to its context across sessions, where pure vector recall (Mem0/Zep) goes blind. Runs on server, laptop, browser, edge. Zero cloud.

llama-index-vector-stores-velesdb

The local-first memory engine for AI agents. One offline Rust binary fuses vector + graph + columnar under SQL — remember / recall / why over the Model Context Protocol. why() reconnects a decision to its context across sessions, where pure vector recall (Mem0/Zep) goes blind. Runs on server, laptop, browser, edge. Zero cloud.

langchain-velesdb

The local-first memory engine for AI agents. One offline Rust binary fuses vector + graph + columnar under SQL — remember / recall / why over the Model Context Protocol. why() reconnects a decision to its context across sessions, where pure vector recall (Mem0/Zep) goes blind. Runs on server, laptop, browser, edge. Zero cloud.

haystack-velesdb

The local-first memory engine for AI agents. One offline Rust binary fuses vector + graph + columnar under SQL — remember / recall / why over the Model Context Protocol. why() reconnects a decision to its context across sessions, where pure vector recall (Mem0/Zep) goes blind. Runs on server, laptop, browser, edge. Zero cloud.

rabbitai-reviewer

Open-source AI code reviewer that auto-reviews GitHub PRs LangGraph agents, knowledge graph blast-radius detection, mem0 persistent memory Zero cost, self-hostable.

agent-memory-guard

OWASP Foundation web repository

cursor-mem0

mem0-compatible AI agent memory via Cursor SDK (CURSOR_API_KEY). Local embeddings, Qdrant, MCP for Cursor IDE.

telemem

TeleMem is a high-performance drop-in replacement for Mem0, featuring semantic deduplication, long-term dialogue memory, and multimodal video reasoning.

better-mem0-mcp

Self-hosted MCP Server for AI memory with PostgreSQL (pgvector).

synix

Memory architectures that evolve with your agent

recallrai

Official Python SDK for RecallrAI – a revolutionary contextual memory system that enables AI assistants to form meaningful connections between conversations, just like human memory.

mif-tools

MIF — Memory Interchange Format. A vendor-neutral JSON schema for portable AI agent memories. Convert between mem0, CrewAI, LangChain, and more.

ashira-memory

Local-first relational memory for AI characters and companions. SQLite + Ollama by default, OpenAI optional.

cmgl

Certified Memory Governance Layer for Long-Running Agents

langchain-agent-memory-guard

LangChain middleware integration for OWASP Agent Memory Guard — runtime defense against AI agent memory poisoning (ASI06)

unicontext

The only Python SDK you need for your agents to interoperate between any context layer.

dotfiles-maintainer

An MCP server for managing dotfiles with semantic memory and context awareness.

zer0lint

zer0lint is a memory-extraction health diagnostic for mem0 configs and HTTP memory endpoints. It flags silent failure modes where ingestion reports success but facts never survive the LLM extraction step, then generates a stronger extraction prompt validated on your own model. Works over HTTP with any add/search memory API.