AIDevToolsSaaS

Context Post: shared memory across agents

Give Cursor, Claude Code and Codex one shared project context so new sessions stop forgetting

Problem
When building with Cursor, Claude Code and Codex, the background and decisions agreed in one window vanish when you switch tools or start a new session — so you re-explain everything or maintain an ever-growing MEMORY.md. Each agent keeps its own memory, forcing users to manually ferry constraints and decisions between tools.
Solution
An agent-neutral project context space that stores source material, decisions, constraints and methods in one place and exposes them over MCP to multiple agents. Agents can write new conclusions back after authorization, conflicts and sensitive content require confirmation, and everything is exportable.
Users
Developers juggling multiple AI coding tools, tech leads at small teams, and AI-assisted writers and researchers
MVP
One context library per project with manual edits and versioning; an MCP server that Cursor/Claude Code can read; confirmation before write-back; conflict prompts; one-click Markdown export
Revenue
Subscription by project count or seat (free for one project, paid for multi-project and team sharing)
Why now
Parallel agents are now routine and MCP makes cross-tool read/write feasible, yet official memory stays siloed; a neutral third party is something no single model vendor can credibly be

Source discussions · 3

  1. Reddit[r/SaaS] What's the oldest feature in your SaaS that nobody wants to touch?
  2. V2EX[分享创造] 给 AI 做了一个 Dropbox,避免它一换窗口就失忆
  3. V2EX[问与答] 有没有在用 qorder 的朋友0↑ 4
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