The best-benchmarked open-source AI memory system. And it's free.
Star History
Momentum
+1.5K
STARS · LAST 30 DAYS
49
PER DAY
#47
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +343 | +1.5K | +4.4K |
| Per day | 49 | 49 | 49 |
| Forks gained | +38 | +151 | +378 |
mempalace gained 1.5K stars in the last 30 days, about 49 a day, and now has 59.3K. It is about 1 year old and has averaged roughly 59.3K stars a year. It ranks #47 among Python repositories and #178 across all languages on GitHubRepo.
Trending Record
6
DAYS ON TRENDING
#163
BEST RANK
Sep 23, 2026
FIRST APPEARANCE
Active
STATUS TODAY
mempalace has maintained a continuous presence across global trending indexes, peaking at #163. Below is the 30-day activity profile:
💡 Overview
mempalace is an open-source project written in Python: The best-benchmarked open-source AI memory system. And it's free.
Engineered for speed, consistency, and developer ease, it solves common hurdles in ai, chromadb, llm. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install mempalace⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
mempalace coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with mempalace.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install mempalace using your package manager: `pip install mempalace`
Initialize your project workspace or configuration file for mempalace.
Import mempalace into your codebase or invoke it directly from your terminal.
Execute your test suite or run `mempalace --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
MemPalace/mempalace is currently ranked #178 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #173 | starship/starship | Rust | ★ 60.1K | Compare ↗ |
| #174 | rclone/rclone | Go | ★ 60K | Compare ↗ |
| #175 | jquery/jquery | JavaScript | ★ 59.8K | Compare ↗ |
| #176 | FiloSottile/mkcert | Go | ★ 59.7K | Compare ↗ |
| #177 | rust-unofficial/awesome-rust | Rust | ★ 59.6K | Compare ↗ |
| #178 | MemPalace/mempalace This Project | Python | ★ 59.3K | |
| #179 | crewAIInc/crewAI | Python | ★ 59.1K | Compare ↗ |
| #180 | pathwaycom/llm-app | Jupyter Notebook | ★ 58.9K | Compare ↗ |
| #181 | rohitg00/ai-engineering-from-scratch | Python | ★ 58.3K | Compare ↗ |
| #182 | go-gitea/gitea | Go | ★ 58.2K | Compare ↗ |
| #183 | zylon-ai/private-gpt | Python | ★ 57.5K | Compare ↗ |
Frequently Asked Questions
What does mempalace do? +
The best-benchmarked open-source AI memory system. And it's free.
What language is mempalace written in? +
The primary language is Python. Topics include: ai, chromadb, llm, mcp, memory.
Is mempalace actively maintained? +
Yes, the last recorded push was on Sep 25, 2026 with 764 open issues being tracked.
How many stars does mempalace have? +
mempalace has 59,311 stars and 7,564 forks on GitHub.
How does mempalace rank among GitHub repositories? +
With 59,311 stars, MemPalace/mempalace is ranked #178 globally across all repositories tracked on GitHubRepo and #47 among Python projects.
What license is mempalace distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
