Memory Python Packages

psutil

Cross-platform lib for process and system monitoring in Python

memray

Memray is a memory profiler for Python

pytest-memray

pytest plugin for easy integration of memray memory profiler

ps-mem

A utility to accurately report the in core memory usage for a program

honcho-ai

Memory library for building stateful agents

umf

A library for constructing allocators and memory pools. It also contains broadly useful abstractions and utilities for memory management. UMF allows users to manage multiple memory pools characterized by different attributes, allowing certain allocation types to be isolated from others and allocated using different hardware resources as required.

deeplake

Deeplake is AI Data Runtime for Agents. It provides serverless postgres with a multimodal datalake, enabling scalable retrieval and training.

reme-ai

ReMe: Memory Management Kit for Agents - Remember Me, Refine Me.

membrowse

Track and analyze binary size and memory footprint in embedded firmware

mempalace

The best-benchmarked open-source AI memory system. And it's free.

volatility3

Volatility 3.0 development

pymemoryeditor

A pure-Python library that lets you inspect, modify and search the memory of any running process in a few lines of Python :snake: .

stashai

Shared memory for your team's coding agents

discrete-key-value-bottleneck-pytorch

Implementation of Discrete Key / Value Bottleneck, in Pytorch

nokori

Nokori (残り) — behavioral memory layer for Claude Code and Cursor. Turns your corrections into rules that come back when it counts. 经验留下的痕迹，比记忆更深。

yantrikdb

Cognitive memory engine for AI agents — temporal decay, contradiction detection, autonomous consolidation, knowledge graph, ANN recall via HNSW. Embeddable Rust library with Python bindings; powers yantrikdb-server (HTTP gateway, MCP server, openraft cluster). AGPL.

xorq

Executable memory system for tabular data that works in your harness.

memori

Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems. Built for enterprise, Memori works with the data infrastructure you already run, no rip-and-replace, and deploys across managed cloud, single-tenant cloud, VPC, and on-premises.

verel

Verified agents — nothing is "done" until a grader returns a verdict. Eyes (AgentVision) + verdict bus + compounding memory + a fleet + agent-built tooling + agent-run CI/CD.

yourmemory

Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.

heropen

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

piia-engram

Local-first AI memory you can see, edit, and override — portable across Claude Code, Codex, Cursor, Windsurf, and other MCP coding tools.

symbio

🧬 Symbio（共生）- AI Infra 级多 Agent 协同框架 | 33 Killer Features: 动态 DAG, 本体化记忆, 防过早完成, 数据飞轮, 神经符号安全, OpenTelemetry 可观测, HITL 人类介入, MCP 原生支持, 语义缓存, PromptOps, 边缘计算, 隐私计算 | Next-Gen AI Infrastructure for Multi-Agent Orchestration

keep-skill

Reflective memory for agents