MineContext

Stale

GitHub Python Apache-2.0

Description

A proactive context-aware AI partner from ByteDance Volcengine that uses context engineering to provide AI agents with precise project understanding and code context management.

Key Features

Proactive context engineering delivering daily/weekly summaries, tips, and todos to your homepage
Screenshot-based digital world comprehension via visual language models
Intelligent resurfacing of relevant context during creation without information overload
Local-first privacy with all data stored on-device and support for fully local AI models
Multi-source multimodal context capture including documents, images, videos, and code
Open-source desktop app with native Mac and Windows support built on Electron

Use Cases

💡 Automatically generating daily and weekly work summaries from screen activity

💡 Surfacing relevant past context while writing documents or coding

💡 Creating personal knowledge bases from continuous screen monitoring

💡 Building context-aware AI assistants that understand your current digital workflow

💡 Privacy-sensitive environments where all data must remain local

Strengths & Limitations

✅ Strengths

• High community interest (5.5k stars)
• Permissive open-source license (Apache-2.0)

Quick Start

Download from GitHub Releases → Enter API Key → Enable Screen Monitor → Start Recording

Visit GitHub

Related Projects

Graphify

114.0k · Python

Active A+

AI coding assistant skill that turns any folder of code, docs, papers, images, or videos into a queryable knowledge graph. Works with Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot CLI, and more.

memorypythonagent +2

· Knowledge graph generation — automatically converts code, docs, PDFs, images, and videos into queryable knowledge graphs
· Multi-platform AI assistant integration — supports Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot and 20+ platforms
· Interactive visualization — generates browsable graph.html with node clicking, filtering, and search

View full details → View on GitHub

Nocturne Memory

1.3k · Python

Active A

A lightweight, rollbackable, and visual long-term memory server for MCP agents, replacing traditional vector RAG with reliable context retention.

pythonmcpmemory +2

· MCP-based long-term memory server enabling AI to remember identity and history across sessions and models
· One soul, any engine — memory stored in independent MCP Server, not bound to any LLM, AI retains full memory when switching models
· Namespace isolation support — multiple AI personalities can have completely independent memory spaces without interference

View on GitHub

MemMachine

3.2k · Python

Active A

Universal memory layer for AI Agents providing scalable, extensible, and interoperable memory storage and retrieval to streamline agent state management for autonomous systems.

pythonagentmemory +2

· Three-tier memory: episodic (graph), profile (SQL), and working memory
· LLM-agnostic design supporting OpenAI, Anthropic, Bedrock, Ollama
· Integrations with LangChain, LangGraph, CrewAI, LlamaIndex, and n8n

View on GitHub

Claude Mem

93.0k · JavaScript