pypi.org "memory" keyword
Top 0.3% on pypi.org
104 versions - Latest release: 8 months ago - 3,966 dependent packages - 78,574 dependent repositories - 276 million downloads last month - 11,277 stars on GitHub - 2 maintainers
psutil 7.2.2 💰
Cross-platform lib for process and system monitoring.104 versions - Latest release: 8 months ago - 3,966 dependent packages - 78,574 dependent repositories - 276 million downloads last month - 11,277 stars on GitHub - 2 maintainers
infini-transformer-pytorch 0.2.1
Infini-Transformer in Pytorch29 versions - Latest release: over 1 year ago - 933 downloads last month - 111 stars on GitHub - 1 maintainer
openminion 0.0.27
Local-first agent framework with brain, memory, A2A, MCP, and skills26 versions - Latest release: 1 day ago - 1.9 thousand downloads last month - 7 stars on GitHub - 1 maintainer
mmappickle 1.0
This module enables to store large structures in a python pickle, in such a way that the data can...1 version - Latest release: over 8 years ago - 1 dependent repositories - 7 downloads last month - 38 stars on GitHub - 1 maintainer
quail 0.2.2
A python toolbox for analyzing and plotting free recall data8 versions - Latest release: almost 3 years ago - 1 dependent repositories - 42 downloads last month - 22 stars on GitHub - 1 maintainer
local-persona-memory 0.2.0
Long-term personalized memory for ANY local LLM via Ollama + ChromaDB + LangChain1 version - Latest release: 3 months ago - 1 maintainer
memcask 0.1.0
Durable, tamper-evident context for AI agents in one file. Zero dependencies.1 version - Latest release: 3 months ago - 1 maintainer
pytest-benchmem 0.5.5
Memory benchmarking for Python, on the pytest-benchmark suites you already time: a memray peak-me...23 versions - Latest release: about 1 month ago - 1.85 thousand downloads last month - 0 stars on GitHub - 1 maintainer
psifr 0.10.1
Psifr: Analysis and visualization of free recall data19 versions - Latest release: about 1 year ago - 2 dependent repositories - 132 downloads last month - 12 stars on GitHub - 1 maintainer
sparkle-log 0.4.0
Write sparkline graphs of CPU and memory usage to your logs.4 versions - Latest release: over 2 years ago - 60 downloads last month - 0 stars on GitHub - 1 maintainer
kogwistar 0.5.0
Graph-native substrate for knowledge, conversation, workflow, provenance, replay, and MCP/REST to...9 versions - Latest release: 3 days ago - 486 downloads last month - 22 stars on GitHub - 1 maintainer
memnet-llm 0.19.14
Mission working memory for LLM agents: session graph + pin_map, not a RAG corpus34 versions - Latest release: 1 day ago - 1.42 thousand downloads last month - 3 stars on GitHub - 1 maintainer
memtrace-sdk 0.2.0
Python SDK for Memtrace — LLM-agnostic memory layer for AI agents3 versions - Latest release: 5 months ago - 187 downloads last month - 1 stars on GitHub - 1 maintainer
memoryeval 0.2.1
Evaluation framework for agent memory systems5 versions - Latest release: 4 months ago - 60 downloads last month - 1 maintainer
muonroi-experience 0.1.2
Python SDK for Muonroi Experience Engine — AI agents that learn from mistakes2 versions - Latest release: 5 months ago - 8 downloads last month - 1 stars on GitHub - 1 maintainer
aisquare-cli 0.6.0
Portable memory layer for coding agents — persistent user and project context across sessions.6 versions - Latest release: 21 days ago - 391 downloads last month - 5 stars on GitHub - 1 maintainer
athenaeum 0.20.0
Open source knowledge management pipeline — append-only intake, tiered compilation, configurable ...42 versions - Latest release: 19 days ago - 591 downloads last month - 12 stars on GitHub - 1 maintainer
fastbench 0.1.5
A pure-python based benchmarking package for Python 🤪6 versions - Latest release: over 2 years ago - 46 downloads last month - 0 stars on GitHub - 1 maintainer
mcp-memory-service 11.13.0 💰
Semantic memory layer for AI applications. REST API + MCP transport + knowledge graph + autonomou...332 versions - Latest release: 6 days ago - 28.6 thousand downloads last month - 1,952 stars on GitHub - 1 maintainer
mnemosyne-memory 3.15.1 💰
The Universal Memory Layer for Any AI Agent — Zero-Dependency, Sub-Millisecond, Fully Private36 versions - Latest release: about 2 months ago - 29.4 thousand downloads last month - 3,250 stars on GitHub - 1 maintainer
Top 1.1% on pypi.org
36 versions - Latest release: about 2 months ago - 32 dependent packages - 69 dependent repositories - 10.8 million downloads last month - 15,237 stars on GitHub - 3 maintainers
memray 1.20.0
A memory profiler for Python applications36 versions - Latest release: about 2 months ago - 32 dependent packages - 69 dependent repositories - 10.8 million downloads last month - 15,237 stars on GitHub - 3 maintainers
mem0ai 2.2.0
Long-term memory for AI Agents191 versions - Latest release: 2 days ago - 1.99 million downloads last month - 65,859 stars on GitHub - 1 maintainer
neuro-cortex-memory 3.24.0
DEPRECATED — renamed to hypermnesia-mcp. Install hypermnesia-mcp instead.50 versions - Latest release: 2 months ago - 293 downloads last month - 73 stars on GitHub - 1 maintainer
mnemos-continuity 0.3.1
Local-first continuity memory for AI agents4 versions - Latest release: about 2 months ago - 52 stars on GitHub - 1 maintainer
devmemory 0.3.2
DevMemory is a long‑term memory for AI coding agents. Make AI knowledge searchable.38 versions - Latest release: 7 months ago - 19 downloads last month - 73 stars on GitHub - 1 maintainer
everos 1.4.1
EverOS — local-first markdown memory framework for AI agents and user chats; lightweight, dev-fri...28 versions - Latest release: 1 day ago - 15.5 thousand downloads last month - 13,159 stars on GitHub - 2 maintainers
iflow-mcp_mem0ai_mem0-mcp-server 0.2.2
Model Context Protocol server that exposes the Mem0 long-term memory API as tools2 versions - Latest release: 9 months ago - 12 downloads last month - 662 stars on GitHub - 1 maintainer
paper-sage 1.14.0
AI-powered literature reading assistant with multi-agent orchestration and hybrid RAG44 versions - Latest release: 26 days ago - 754 downloads last month - 38 stars on GitHub - 1 maintainer
memtrust 0.1.0
Independent, reproducible benchmark harness for agent-memory backends1 version - Latest release: 2 months ago - 0 stars on GitHub - 1 maintainer
pmb-ai 1.2.3
PMB (Personal Memory Brain) - local-first persistent memory for AI coding agents (MCP server, ful...20 versions - Latest release: about 1 month ago - 633 downloads last month - 280 stars on GitHub - 1 maintainer
pc-perf 3.1.0
pc 进程性能测试平台,支持 windows / mac / linux 平台进程cpu、memory、fps(仅支持windows下OpenGL DirectX 引擎应用)、gpu、thre...22 versions - Latest release: 11 months ago - 38 downloads last month - 31 stars on GitHub - 1 maintainer
flipcache 1.3
Redis-backed hybrid caching for lightning-fast Python data access4 versions - Latest release: over 1 year ago - 82 downloads last month - 7 stars on GitHub - 1 maintainer
memwal 0.1.11
Python SDK for Walrus Memory — Privacy-first AI memory with Ed25519 signing64 versions - Latest release: 3 days ago - 2.33 thousand downloads last month - 105 stars on GitHub - 1 maintainer
kube-cargo-load 1.2
Kubernetes POD memory limits and usage overview.3 versions - Latest release: over 6 years ago - 1 dependent repositories - 18 downloads last month - 9 stars on GitHub - 1 maintainer
ms-agent 1.6.0
MS-Agent: Lightweight Framework for Empowering Agents with Autonomous Exploration16 versions - Latest release: 6 months ago - 347 downloads last month - 4,390 stars on GitHub - 3 maintainers
flowmaticcache 1.0.1
A small cache abstraction layer for Python, supporting Redis, Valkey, Memcached, FlowmaticDB and ...3 versions - Latest release: 4 days ago - 1 maintainer
abstractcontext 0.1.0
Redefining active token memory design for GenAI systems1 version - Latest release: 11 months ago - 61 downloads last month - 9 stars on GitHub - 1 maintainer
goodmem-semantic-kernel 0.3.0
GoodMem connector for Microsoft Semantic Kernel3 versions - Latest release: about 18 hours ago - 151 downloads last month - 1 stars on GitHub - 1 maintainer
dagc 0.1.13
Decision-Anchored Graph Compression for agent/chat traces: preserve decision-critical artifacts w...14 versions - Latest release: about 1 month ago - 543 downloads last month - 1 stars on GitHub - 1 maintainer
cyclegen 0.1.3
CycleGen — 3次元記憶システム(スキル・記憶ストア)を備えた人間-AI協働フレームワーク9 versions - Latest release: 12 days ago - 333 downloads last month - 0 stars on GitHub - 1 maintainer
custom-profiler 1.1.0
Time and memory profiler7 versions - Latest release: 20 days ago - 60 downloads last month - 1 stars on GitHub - 1 maintainer
ctxstore-mcp 1.0.0
Persistent AI memory via MCP. Give your AI agent long-term memory in 30 seconds.1 version - Latest release: 6 months ago - 6 downloads last month - 0 stars on GitHub - 1 maintainer
ctxmem 2.1.0
Git-native, shareable project memory for AI coding agents — fully local, no cloud.5 versions - Latest release: 17 days ago - 165 downloads last month - 3 stars on GitHub - 1 maintainer
convmemory 0.7.0
A lightweight reranker for long-term agent memory, without a large cross-encoder over the full ca...5 versions - Latest release: about 2 months ago - 50 downloads last month - 3 stars on GitHub - 1 maintainer
core-memory 1.1.1
Persistent causal agent memory with lossless compaction3 versions - Latest release: 4 months ago - 18 downloads last month - 21 stars on GitHub - 1 maintainer
cortec-mcp 0.1.0
Local-first memory server for developer workflows1 version - Latest release: 3 months ago - 0 stars on GitHub - 1 maintainer
corecrux-client 0.2.0 💰
Python client for Crux Daemon2 versions - Latest release: about 2 months ago - 21 downloads last month - 2 stars on GitHub - 1 maintainer
continuityos 0.10.3
Local-first durable memory and continuity for AI agents: import history, resume work across sessi...13 versions - Latest release: about 1 month ago - 135 downloads last month - 0 stars on GitHub - 1 maintainer
context-fabrica 1.0.2
Governed agent memory with hybrid retrieval, temporal recall, and graph reasoning6 versions - Latest release: 4 months ago - 10 downloads last month - 8 stars on GitHub - 1 maintainer
contextgo 0.15.0 💰
Local-first context & memory runtime for multi-agent AI coding teams15 versions - Latest release: 8 days ago - 205 downloads last month - 28 stars on GitHub - 1 maintainer
mcp-memento 0.2.37
Intelligent persistent memory for AI agents and IDEs via Model Context Protocol (MCP).19 versions - Latest release: 6 months ago - 124 downloads last month - 2 stars on GitHub - 1 maintainer
claude-somnium 0.4.0
Second brain, RAG memory and dual code search for Claude Code5 versions - Latest release: 5 months ago - 35 downloads last month - 1 stars on GitHub - 1 maintainer
cwms 1.20.1
Claude Code skill for extended context through swap-to-disk memory management5 versions - Latest release: 8 months ago - 46 downloads last month - 1 maintainer
claude-workspace-optimizer 0.1.0
Analyze and optimize your Claude Code workspace. Reduce context bloat, improve memory visibility,...1 version - Latest release: 6 months ago - 28 downloads last month - 13 stars on GitHub - 1 maintainer
glia-memory 0.4.1
Persistent holographic distributed memory for AI agents3 versions - Latest release: 25 days ago - 104 downloads last month - 6 stars on GitHub - 1 maintainer
claude-memory-mcp 0.3.0
Persistent memory MCP server for Claude Code — never lose context again2 versions - Latest release: 7 months ago - 34 downloads last month - 17 stars on GitHub - 1 maintainer
claude-memory-engine 0.24.1
Reusable lessons/memory engine for Claude Code: frontmatter lessons, auto-CATALOG, offline retrie...28 versions - Latest release: about 1 month ago - 176 downloads last month - 0 stars on GitHub - 1 maintainer
claude-fieldnotes 0.11.0
Claude-authored, repo-scoped notes about a codebase. SHA-pinned, drift-aware, plaintext markdown.7 versions - Latest release: 4 months ago - 316 downloads last month - 0 stars on GitHub - 1 maintainer
basemind-hermes-plugin 0.26.0 💰
Full AI context layer over MCP — tree-sitter code-map, document RAG (PDF/Office/HTML/email + OCR ...17 versions - Latest release: 24 days ago - 520 downloads last month - 103 stars on GitHub - 1 maintainer
basemind 0.26.0 💰
Full AI context layer over MCP — tree-sitter code-map, document RAG (PDF/Office/HTML/email + OCR ...56 versions - Latest release: 24 days ago - 582 downloads last month - 103 stars on GitHub - 1 maintainer
gitloom-sdk 0.4.1
Python SDK for GitLoom: conversations that cannot outgrow their context window, beside the OpenAI...3 versions - Latest release: 10 days ago - 236 downloads last month - 0 stars on GitHub - 1 maintainer
gitledger 1.0.0
Structural memory for agents and automation1 version - Latest release: 7 months ago - 9 downloads last month - 1 stars on GitHub - 1 maintainer
cairntir 1.12.3
Host-neutral memory-first reasoning layer for AI coding agents.20 versions - Latest release: 15 days ago - 1.09 thousand downloads last month - 3 stars on GitHub - 1 maintainer
ashira-memory 0.1.0
Relational memory for AI characters and companions. Local-first.2 versions - Latest release: 4 months ago - 29 downloads last month - 0 stars on GitHub - 1 maintainer
arriadne-memory 0.9.2
AI agent memory system — sub-millisecond hybrid search (FAISS vector + FTS5 keyword + RRF fusion)...1 version - Latest release: 4 months ago - 16 downloads last month - 13 stars on GitHub - 1 maintainer
arriadne 0.13.0
AI agent memory system — sub-millisecond hybrid search (FAISS vector + FTS5 keyword + RRF fusion)...23 versions - Latest release: 20 days ago - 271 downloads last month - 13 stars on GitHub - 1 maintainer
ariadne-memory 0.13.0
AI agent memory system — sub-millisecond hybrid search (FAISS vector + FTS5 keyword + RRF fusion)...7 versions - Latest release: 20 days ago - 169 downloads last month - 13 stars on GitHub - 1 maintainer
arcmemory-bendex 0.1.0
Memory integrity monitoring for AI agents — Bendex Geometry1 version - Latest release: 4 months ago - 16 downloads last month - 11 stars on GitHub - 1 maintainer
apricity 0.6.0 💰
Apricity — a local, zero-dependency front-end for the MemPalace personal-memory system. Browse, s...1 version - Latest release: 4 months ago - 30 downloads last month - 16 stars on GitHub - 1 maintainer
shyftlabs-continuum 2.0.0
Agentic Framework for Enterprise-Wide Execution with multi-LLM provider support, observability, a...8 versions - Latest release: 4 days ago - 4.36 thousand downloads last month - 83 stars on GitHub - 2 maintainers
Top 2.6% on pypi.org
2 versions - Latest release: almost 5 years ago - 1 dependent package - 24 dependent repositories - 293 downloads last month - 11,277 stars on GitHub - 1 maintainer
psutil-wheels 5.8.1 💰
Cross-platform lib for process and system monitoring in Python.2 versions - Latest release: almost 5 years ago - 1 dependent package - 24 dependent repositories - 293 downloads last month - 11,277 stars on GitHub - 1 maintainer
buffer-matcher 0.1.1
More efficiently match bytes using memoryviews to prevent copying2 versions - Latest release: over 2 years ago - 1 dependent package - 51 downloads last month - 0 stars on codeberg.org - 1 maintainer
a-memory 1.9.0
a-memory — persistent, layer-isolated memory for AI agents: 5 primitives, hybrid search, knowledg...4 versions - Latest release: 28 days ago - 525 downloads last month - 0 stars on GitHub - 1 maintainer
fast-weight-product-key-memory 0.2.2
Fast Weight Product Key Memory16 versions - Latest release: 8 days ago - 360 downloads last month - 20 stars on GitHub - 1 maintainer
xorq 0.4.4
Executable memory for tabular data: portable, multi-engine pipelines with caching, lineage, and a...56 versions - Latest release: 3 days ago - 14.4 thousand downloads last month - 553 stars on GitHub - 2 maintainers
llamaindex-dakera 0.2.0
LlamaIndex integration for the Dakera AI memory platform3 versions - Latest release: 4 months ago - 186 downloads last month - 0 stars on GitHub - 1 maintainer
supermem 0.3.1
Persistent AI memory without RAG — four-tier retrieval (SQLite FTS5 → graph → vectors → LLM agent)2 versions - Latest release: 4 months ago - 24 downloads last month - 1 stars on GitHub - 1 maintainer
chatvault 0.1.0
AI conversation & file manager - vault your conversations, unlock your context1 version - Latest release: 9 months ago - 37 downloads last month - 1 maintainer
ember-experiences 0.4.0
Involuntary, multi-dimensional memory recall for AI agents4 versions - Latest release: 7 months ago - 92 downloads last month - 1 maintainer
engram-cli 3.1.0
AI-powered skill & memory generator for codebases - fully local, no API keys needed7 versions - Latest release: 6 months ago - 112 downloads last month - 0 stars on GitHub - 1 maintainer
gleanr 0.5.0
Gleanr - Session-scoped memory layer for AI agents5 versions - Latest release: 6 months ago - 32 downloads last month - 1 maintainer
agenttool-sdk 0.22.1
The Love Protocol SDK for agenttool.dev with credential-free functional-access records, bounded L...35 versions - Latest release: 24 days ago - 791 downloads last month - 0 stars on GitHub - 1 maintainer
surreal-memory 3.11.0 💰
Reflex-based memory system for AI agents with SurrealDB backend — retrieval through activation, n...61 versions - Latest release: 3 days ago - 3.05 thousand downloads last month - 7 stars on GitHub - 1 maintainer
zer0lint 0.4.0
Fact-survival checks for memory backends and extraction-prompt comparison for mem0.7 versions - Latest release: 2 days ago - 295 downloads last month - 0 stars on GitHub - 1 maintainer
libmem 5.1.4
Advanced Game Hacking Library (Windows/Linux/FreeBSD)15 versions - Latest release: 10 months ago - 1 dependent repositories - 38 downloads last month - 1,254 stars on GitHub - 1 maintainer
bettermemory 8.0.0
Memory you can verify — a trust layer between an AI coding agent and its own past: per-hit stalen...140 versions - Latest release: 1 day ago - 4.33 thousand downloads last month - 0 stars on GitHub - 1 maintainer
trellis-ai 0.9.0
Trellis — structured memory and learning for AI agents8 versions - Latest release: 4 months ago - 38 downloads last month - 4 stars on GitHub - 1 maintainer
nvidia-nat-memmachine 1.9.0
Subpackage for MemMachine integration in NeMo Agent Toolkit. Requires a cfg.yml configuration fil...159 versions - Latest release: 15 days ago - 1.66 thousand downloads last month - 2,646 stars on GitHub - 1 maintainer
nvidia-nat-redis 1.9.0
Compatibility package for the Redis integration in NeMo Agent Toolkit476 versions - Latest release: 15 days ago - 5.25 thousand downloads last month - 2,646 stars on GitHub - 1 maintainer
nvidia-nat-zep-cloud 1.9.0
Subpackage for Zep integration in NeMo Agent Toolkit476 versions - Latest release: 15 days ago - 3.12 thousand downloads last month - 2,646 stars on GitHub - 1 maintainer
nvidia-nat-s3 1.9.0
Subpackage for S3-compatible integration in NeMo Agent Toolkit476 versions - Latest release: 15 days ago - 10.7 thousand downloads last month - 2,646 stars on GitHub - 1 maintainer
nvidia-nat-mem0ai 1.9.0
Subpackage for Mem0 integration in NeMo Agent Toolkit476 versions - Latest release: 15 days ago - 3.91 thousand downloads last month - 2,646 stars on GitHub - 1 maintainer
nvidia-nat-mysql 1.9.0
Subpackage for MySQL integration in NeMo Agent Toolkit476 versions - Latest release: 15 days ago - 3.26 thousand downloads last month - 2,646 stars on GitHub - 1 maintainer
engrama 0.17.0
Graph-based long-term memory framework for AI agents (SQLite default, Neo4j optional)6 versions - Latest release: 4 days ago - 320 downloads last month - 9 stars on GitHub - 1 maintainer
cpersona 2.5.12 💰
CPersona — persistent memory for AI agents over MCP. One SQLite file you own, hybrid vector + ful...59 versions - Latest release: 6 days ago - 3.44 thousand downloads last month - 7 stars on GitHub - 1 maintainer
reasongraph 0.7.40 💰
A graph-based reasoning library with embedding search and multi-hop traversal55 versions - Latest release: 7 days ago - 5.98 thousand downloads last month - 1 stars on GitHub - 1 maintainer
abstractgateway 0.3.0
AbstractGateway: deployable Run Gateway host for AbstractRuntime (commands + ledger).31 versions - Latest release: 2 days ago - 589 downloads last month - 4 stars on GitHub - 1 maintainer
winheap 1.4.0
Exposes windows heap features like HeapCreate10 versions - Latest release: 10 months ago - 36 downloads last month - 1 maintainer
skcapstone 0.15.181
Sovereign Agent Framework — conscious AI through identity, trust, memory, and security199 versions - Latest release: 3 days ago - 18 thousand downloads last month - 1 stars on GitHub - 1 maintainer
ogham-mcp 0.19.0
Shared memory MCP server — persistent, searchable, cross-client53 versions - Latest release: about 1 month ago - 286 downloads last month - 115 stars on GitHub - 1 maintainer
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346
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273
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265
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claude-code
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langchain
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vector-search
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openai
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model-context-protocol
164
ai-memory
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langgraph
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gpu
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skills
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