Data / Repositories / Memory / Python
Python Memory repositories on GitHub: 12 ranked by stars
12 public Python repositories tagged Memory are on GitHub, with 133,524 stars between them; 10 had a push in the last 30 days. The most starred: MemPalace/mempalace (59,564), vectorize-io/hindsight (49,612), plastic-labs/honcho (7,610).
SpecStream is the live web data engine for teams and agents. It reads open-source repositories on GitHub and keeps what it reads, and this page groups that reading by topic. Ask for the repositories you track by topic, language, license or activity, and new ones and changes arrive in your sheet, CRM, Slack or agent.
Every repository, most starred first
| Repository | What it is | Stars | Forks | License | Last push | Read |
|---|---|---|---|---|---|---|
| MemPalace/mempalace | The best-benchmarked open-source AI memory system. And it's free. | 59,564 | 7,563 | MIT | Oct 14 | Oct 14 |
| vectorize-io/hindsight | Hindsight: Agent Memory That Learns | 49,612 | 6,053 | MIT | Oct 14 | Oct 14 |
| plastic-labs/honcho | Memory library for building stateful agents | 7,610 | 938 | AGPL-3.0 | Oct 14 | Oct 14 |
| volcengine/MineContext | MineContext is your proactive context-aware AI partner（Context-Engineering+ChatGPT Pulse） | 5,535 | 415 | Apache-2.0 | May 7 | Oct 14 |
| aiming-lab/SimpleMem | [ICML'26] SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal | 3,831 | 404 | MIT | Jul 24 | Oct 14 |
| MemMachine/MemMachine | Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation… | 3,068 | 220 | Apache-2.0 | Oct 13 | Oct 14 |
| doobidoo/mcp-memory-service | Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation. | 2,014 | 347 | Apache-2.0 | Oct 14 | Oct 14 |
| mnemox-ai/tradememory-protocol | Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 3161 anchoring, 20 MCP tools. | 1,430 | 170 | MIT | Oct 9 | Oct 14 |
| SAIL-Research-Lab/cheetahclaws | CheetahClaws: A Fast and Easy-to-Use Agent Harness Infrastructure for Long-Horizon, Multi-Model, and Tool-Using AI Systems | 787 | 274 | Apache-2.0 | Oct 12 | Oct 14 |
| Kerneta/daidocs | Open plain-text file format for AI memory. Your assistant's long-term memory as .dai files on your disk: readable by Claude, GPT, Gemini, Cursor, local models and grep (all LLM… | 53 | 4 | Apache-2.0 | Oct 7 | Oct 14 |
| star-ga/mind-mem | Persistent AI memory for Claude Code, OpenClaw, and any MCP-compatible agent. BM25F + vector hybrid, governance-aware, local-first, zero-infrastructure. | 18 | 4 | Apache-2.0 | Oct 14 | Oct 14 |
| akadal/assistant | A personal memory core for AI assistants — plain markdown, plain git, no service to run. Two layers, one write gate, sleep consolidation. | 2 | 0 | MIT | Oct 11 | Oct 14 |
Other languages
- TypeScript 14
Related topics
- LLM 16
- AI agents 15
- MCP 13
- AI 10
- Agent memory 10
- Agents 9
- TypeScript 9
- MCP server 8
- Python 7
- AI memory 7
- Claude 7
- Claude Code 7
Read from GitHub by SpecStream between October 14, 2026 and October 14, 2026; each row shows the day its repository was read. Stars and pushes change every day, and the GitHub page is the current one. Forks and archived repositories are left out.