Ross ROSS = Recommend OSS · open-source software intelligence for agents

volcengine/MineContext

MineContext is your proactive context-aware AI partner(Context-Engineering+ChatGPT Pulse) observed · 2026-08-28

github.com/volcengine/MineContext · Python · Apache-2.0 (permissive) observed · 2026-08-28

Health v2 · maintenance only

66/100

  • Activity 81
  • Release rhythm 68
  • Longevity 31
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: 9.5
  • age_days: 435
  • days_rel: 217
  • days_push: 118
  • n_releases_24m: 9

Full methodology

Adoption not part of the score

5490 stars · 409 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

MineContext is an open-source, proactive context-aware AI partner that captures and understands your screen activity to surface relevant insights, summaries, and suggestions. It combines context engineering with RAG, local embedding models, and vision-language models in a local-first desktop application built with Python and Electron.

Use cases

  • automatically summarize what I did on my computer today
  • get proactive AI suggestions based on my screen activity
  • search my past screen history with natural language
  • build a personal AI memory of my work and study
  • run a local-first context-aware AI assistant on my desktop
  • capture and index screen content for later retrieval

When to choose

  • you want a self-hosted, privacy-focused context capture assistant
  • you need automatic activity summaries and proactive insights on macOS or Windows
  • you want an open-source alternative to tools like Rewind or ChatGPT Pulse

When to avoid

  • you need a mobile or Linux-only solution
  • you want a purely cloud-based assistant with no local setup
  • you need a lightweight tool without screen capture or embedding models

Facets

application · maturity active

rag vector-database agent-framework machine-learning nlp artificial-intelligence developer-tools self-hosted windows python cross-platform context-engineering proactive-ai screen-capture memory local-first vision-language-model embedding-models ai-assistant ai-agents retrieval-augmented-generation macos electron desktop

1 source

Member repositories

RepositoryRoleHealth v2
volcengine/MineContextmain66

For agents

markdown · JSON · MCP: product_card(name="volcengine/MineContext")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem