GuyMannDude/mnemo-cortex
Open-source cognitive coprocessor with active memory for AI agents — persistent recall, semantic search, overnight dreaming, verified facts, encrypted USB sync. MCP server; works with Claude, ChatGPT, and any local LLM. Built by one maker and his agents.
Star History
Momentum
+10
STARS · LAST 30 DAYS
1
PER DAY
#659
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
mnemo-cortex gained 10 stars in the last 30 days, about 1 a day, and now has 155. It is about 1 year old and has averaged roughly 155 stars a year. It ranks #659 among Python repositories and #5,745 across all languages on GitHubRepo.
Trending Record
5
DAYS ON TRENDING
#2175
BEST RANK
Sep 24, 2026
FIRST APPEARANCE
Active
STATUS TODAY
mnemo-cortex has maintained a continuous presence across global trending indexes, peaking at #2175. Below is the 30-day activity profile:
💡 Overview
mnemo-cortex is an open-source project written in Python: Open-source cognitive coprocessor with active memory for AI agents — persistent recall, semantic search, overnight dreaming, verified facts, encrypted USB sync. MCP server; works with Claude, ChatGPT, and any local LLM. Built by one maker and his agents.
Engineered for speed, consistency, and developer ease, it solves common hurdles in active-memory, agent-memory, ai-agents. 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 mnemo-cortex⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
mnemo-cortex 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 mnemo-cortex.
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 mnemo-cortex using your package manager: `pip install mnemo-cortex`
Initialize your project workspace or configuration file for mnemo-cortex.
Import mnemo-cortex into your codebase or invoke it directly from your terminal.
Execute your test suite or run `mnemo-cortex --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
GuyMannDude/mnemo-cortex is currently ranked #5,745 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #5,730 | azalio/map-framework | Python | ★ 156 | Compare ↗ |
| #5,730 | nickna/SharpTS | C# | ★ 156 | Compare ↗ |
| #5,730 | HybridAIOne/hybridclaw | TypeScript | ★ 156 | Compare ↗ |
| #5,730 | wanshuiyin/Anti-Autoresearch | Python | ★ 156 | Compare ↗ |
| #5,730 | tetiva-app/client | Go | ★ 156 | Compare ↗ |
| #5,745 | GuyMannDude/mnemo-cortex This Project | Python | ★ 155 | |
| #5,745 | topfunky/sparklines | Ruby | ★ 155 | Compare ↗ |
| #5,745 | mernen/completion-ruby | Shell | ★ 155 | Compare ↗ |
| #5,745 | jdp/twitterlibphp | PHP | ★ 155 | Compare ↗ |
| #5,745 | apache/airavata | Java | ★ 155 | Compare ↗ |
| #5,745 | equinor/neqsim | Java | ★ 155 | Compare ↗ |
Frequently Asked Questions
What does mnemo-cortex do? +
Open-source cognitive coprocessor with active memory for AI agents — persistent recall, semantic search, overnight dreaming, verified facts, encrypted USB sync. MCP server; works with Claude, ChatGPT, and any local LLM. Built by one maker and his agents.
What language is mnemo-cortex written in? +
The primary language is Python. Topics include: active-memory, agent-memory, ai-agents, ai-memory, chatgpt.
Is mnemo-cortex actively maintained? +
Yes, the last recorded push was on Sep 26, 2026 with 2 open issues being tracked.
How many stars does mnemo-cortex have? +
mnemo-cortex has 155 stars and 38 forks on GitHub.
How does mnemo-cortex rank among GitHub repositories? +
With 155 stars, GuyMannDude/mnemo-cortex is ranked #5,745 globally across all repositories tracked on GitHubRepo and #659 among Python projects.
What license is mnemo-cortex distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
