{"repo":"nikhilkagita04/continuum","free":true,"listed":false,"github":"https://github.com/nikhilkagita04/continuum","clone":"git clone https://github.com/nikhilkagita04/continuum.git","description":"Your whole desktop context — everything you've seen, read, typed, and heard — as a single MCP your agent can use to understand you and how you work. Open source, local-first, on-device.","language":"JavaScript","stars":23,"topics":["ai-agents","claude","context","local-first","macos","mcp","memory","ocr","on-device","privacy"],"license":null,"category":"mcp-servers","readme_excerpt":"Continuum Your whole desktop context — everything you've seen, read, typed, and heard — as a single MCP your agent can use to understand you and how you work. Every agent starts blank, so you become the courier — re-pasting and re-explaining across a dozen apps a day. Continuum remembers what happens across your apps, on-device and private, and serves it to any agent over MCP . Ask Claude \"what was I just doing in X?\" and it already knows. ▶ Watch the demo Get started Hand it to your coding agent — paste this into Claude Code, Codex, or Cursor : Set up Continuum so you can see my desktop context: install it ( npm i -g continuum-core ), start capture in the background ( continuum start & — I'll grant Screen Recording when macOS prompts), then add the Continuum MCP server from continuum mcp-config . From then on, use its recall , catch up , and profile tools on your own judgment to understand what I'm building, how I think, and my taste — not only when I explicitly ask about my activity. Then just ask it \"what was I doing in X?\" — that's the whole setup. Prefer by hand? (needs Node 18+ ) What you get - Sees your screen — on-device OCR of the focused window (deduped to content, not noise). - Cited & dated — every recalled moment comes back with its source app, owner, and an unambiguous calendar date ( \"as of Jun 18, 2026\" ) plus a citation you can open — so your agent attributes what it says and never passes off a stale fact as current. - Understands who you are — an out-of-band","default_branch":null,"files":null,"tree":[],"storefront":"/r/nikhilkagita04","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/nikhilkagita04/continuum/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}