aide-memory

io.github.aide-memory由 GitHub 账号 aide-memory 发布v0.6.3更新于 Oct 24, 2026

Persistent memory layer for AI coding agents — your agent remembers what you taught it.

发布方自己的服务:Memory.fit

已验证STDIO仅桌面知识与记忆开发者工具

概览

AI 生成的概览

面向 AI 编程助手的本地持久记忆层,可跨会话和跨工具捕获、按路径限定并召回项目知识。

可以做什么
按偏好、技术事实、区域上下文、团队准则四类分层存储、更新和删除记忆,用 glob 路径限定范围,并区分个人与共享记忆。搜索和列出已存记忆,支持关键词搜索及可选的语义搜索。导入已有记忆,并按文件路径召回相关上下文。通过编辑器钩子自动捕获知识:识别纠正、定期提示反思、会话开始时注入重要记忆。将项目目录下的 JSON 记忆文件提交到 Git,与团队同步。
适用场景
当你反复向编程助手解释约定、决策或某块代码的背景知识,或希望在一个编辑器中捕获的上下文能带到另一个编辑器、并共享给同一代码区域的同事时适用。适合希望按路径精准召回、而非整份规则文件始终注入的 Claude Code 和 Cursor 用户。
运行要求
以本地 stdio 进程运行,从 npm 安装;需要 Node.js 18 或更高版本以及 npm 或 npx。无需 Docker、外部数据库、API 密钥或云账户。初始化会安装编辑器钩子并写入项目配置文件;可选的语义搜索使用 Transformers.js 或 Ollama。
安装前请注意
初始化会安装六个编辑器钩子,可能提示助手存储记忆,并可能因按文件召回而阻塞,请确认启用了哪些钩子。记忆会写入项目文件,共享记忆需要提交到 Git,推送前请检查捕获内容。默认会向 PostHog 发送匿名使用计数,可用 AIDE_TELEMETRY=off 关闭。

安装

在 SourceWeft 中

  1. 打开 控制台中的 aide-memory,将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Desktop only,通过 STDIO。 STDIO 服务会启动本地进程,因此需要 SourceWeft 桌面宿主。

其他 MCP 客户端

参照 仓库 中的启动说明。

README

aide-memory

Auto-captured, auto-recalled, path-scoped memory for AI coding agents and teams.

Website: https://aide-memory.dev

Docs: https://aide-memory.dev/docs

Install: npm install -g aide-memory && aide-memory init


The problem

Coding with agents has made developers significantly more productive. But it's created a new kind of friction.

You explain how the feature you're building ties into the rest of the system, the way you like to structure your code, the patterns to follow in this area. The agent gets it. You ship great work together. Next session, it's a blank slate. You re-explain the same things.

Critical decisions being made during conversations aren't being captured. Preferences, corrections, area knowledge, guidelines. So much valuable context doesn't persist, doesn't flow to the next session, to a different tool, or to a teammate's agent when they pick up work in the same area.

Rules files (CLAUDE.md, .cursorrules) help, but they have real limits:

  • No unified convention or structure. A team guideline, a personal preference, an area decision, and a stack fact all blur into one file. The whole file gets injected on every turn, even when most of it might not be relevant to the area the agent is working in.
  • Corrections don't make it back. What you teach the agent in conversation doesn't make it back into the rules file on its own.
  • Tool-specific. What you teach your agent in Claude Code doesn't carry to Cursor unless you copy the file over manually.
  • Unscoped recall. The whole file lands in context, or nothing does. There's no prompt for the agent to pull a relevant subset based on the file it just opened.

aide-memory fills these gaps. It sits alongside your rules files, not above or below. Rules files for static, always-on guidance. aide-memory for the dynamic, scoped knowledge that grows with the codebase.


How it works

Capture happens automatically

Six hooks fire across the session lifecycle, installed by aide-memory init:

  • UserPromptSubmit: detects corrections ("no, use X instead") and prompts the agent to store them scoped to the code area
  • Stop: periodic reflection ("anything worth remembering?") on a tunable schedule picks up decisions and findings
  • SessionStart: injects top preferences, guidelines, and priority-always memories so the agent starts with context
  • PreToolUse: before the agent reads or edits a file, checks if relevant memories exist for that path and prompts recall
  • PostToolUse: records what was recalled so re-reads don't re-prompt
  • PreCompact: clears session tracking before context compaction so post-compact reads re-prompt cleanly

Recall is scoped

Memories attach to code areas via glob scopes (src/components/dashboard/**, packages/api/**). When the agent opens a file, aide-memory matches the path against stored scopes and surfaces what's relevant to that area.

Four layers organize the knowledge:

LayerWhat it capturesExample
preferencesHow a contributor likes to work"Prefer modular component structure, separate concerns into smaller files"
technicalFacts not obvious from code"Dashboard data fetching uses React Query with stale-while-revalidate"
area_contextDecisions tied to code areas"Settings panel uses progressive disclosure; new sections follow the expand/collapse pattern"
guidelinesTeam-wide principles"Mock external calls at the network boundary in tests, not at the function boundary"

Recall ranks area_context first (most specific), then technical, then preferences, then guidelines. Scoped memories rank above project-wide ones.

Git-synced for teams

Memories are JSON files under .aide/memories/. Commit, push, pull. A post-checkout git hook rebuilds the local cache after git pull so your teammate's agent picks up your context on their next file read. Personal preferences (preferences/personal/) are gitignored. Team conventions travel with the repo.

Cross-tool

Claude Code and Cursor read the same .aide/memories/ directory. A memory captured in one tool is available in the other. Codex, Copilot, and Windsurf get a rules template at launch; deeper integration may come based on user feedback.


Quick start

bash
# 1. Install and initializenpm install -g aide-memoryaide-memory init
# 2. Restart your editor so the MCP server registers#    Claude Code: start a fresh session#    Cursor: Cmd+Q, reopen, enable in Settings > MCP
# 3. Store a memoryaide-memory remember "Dashboard uses skeleton loading, not spinners" \  --layer area_context --scope "src/components/dashboard/**"
# 4. Recall context for a pathaide-memory recall src/components/dashboard/
# 5. Share with your teamgit add .aide/memories/git commit -m "Capture dashboard conventions"git push

Full walkthrough: https://aide-memory.dev/docs/quick-start


What's in the box

  • 7 MCP tools: aide_recall, aide_remember, aide_update, aide_forget, aide_search, aide_memories, aide_import
  • 13 CLI commands: init, recall, remember, update, forget, search, list, stats, recall-log, config, sync, migrate, cleanup
  • 6 hooks wired into the editor at init
  • 4 typed memory layers with personal/shared split for preferences
  • FTS5 keyword search plus optional semantic search via Transformers.js or Ollama

Tunable

aide-memory ships with defaults you can adjust:

  • How often the agent gets prompted to reflect and store context
  • How specific a scope needs to be before a memory surfaces per-file vs session-start-only
  • How much context gets injected at session start
  • Which hooks are active (disable per-file blocking, turn off correction detection)
  • Personal vs shared preferences (gitignored or committed, configurable per-project)

aide-memory init seeds .aide/config.json with all public settings. Full reference: https://aide-memory.dev/docs/configuration


Privacy

Memory content stays on your machine. Anonymized usage counts (event type, hashed machine ID, platform, Node version) ship to PostHog by default so we can see which features are used. Disable with AIDE_TELEMETRY=off.


Editor support

EditorStatus
Claude CodeReference adapter. Start a fresh session after init so the MCP server registers.
CursorFull hook + MCP wiring. Cmd+Q and reopen after init, then toggle aide-memory ON in Settings > MCP.
Windsurf, Codex, CopilotRules template at launch. Deeper integration may come based on user feedback.

Per-editor details: https://aide-memory.dev/docs/supported-editors


Requirements

  • Node.js 18 or later
  • npm or npx

No Docker. No external databases. No API keys. No cloud accounts.


License

Free to use. See LICENSE for terms.


Documentation

Full docs: https://aide-memory.dev

来源:README.md,提交 ccde82f

工具

0
SourceWeft 尚未在沙箱中启动过该软件包,因此其工具未知。

版本历史

1
  1. v0.6.3最新Sep 16, 2026

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