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remembra-ai/remembra

remembra-ai/remembra

Self-hosted persistent agent memory wit
在 GitHub 查看 ↗直链 · 无中转页
配置模板(请按你的客户端调整)
claude mcp add remembra -- npx -y remembra
这是根据仓库名生成的可粘贴骨架,命令行参数与包名请以该项目 README 为准。
★ 数取值
16 ★ · remembra-ai/remembra · 取自该仓库的 GitHub 页面 · (2026-10-16 20:00:20 核对)
来源明细
收录自 punkpeye/awesome-mcp-servers 榜单(我们从中收集的条目之一) · 条目类型:MCP 服务
收录与活跃
收录于 2026-10-09 · 最近见到 2026-10-16 · 共见到 32 次 · 被 7 个来源列出
评分构成
综合分 703 · 16 ★ · 7 个来源 · mcp
常见问题(答案都来自我们的记录)
怎么安装?
我们【没有】从该仓库取到安装命令(我们的 install 覆盖率只有约 4%)。请看它的 README 或 releases 页。
它适合谁 / 用来做什么?
我们把它归在这些标签下: MCP 服务。标签来自条目自身,不是我们强加的分类。
谁维护它、还在更新吗?
仓库 remembra-ai/remembra;我们收录于 2026-10-09;最近见到 2026-10-16。这里没有"官方认证"或"质量评级"——我们只记录来源与时间。
第三方质量标记

Remembra Relay

以下摘录自该仓库的 README(片段) · 在 GitHub 读完整 README →

One agent stops. The next one already knows.
When a connected agent's session ends, Remembra Relay saves a handoff (a session that did nothing leaves none).
With the session hooks it is built from git and, for Claude Code and Codex, the session transcript.
An agent that closes through MCP reports its own facts, marked unverified.
The next agent, on another machine, from another vendor, or next week, starts from it.
Website •
Relay guide •
Docs •
Changelog •
Discord
---
Install
First get a free key at app.remembra.dev, then run:
remembra-install asks for the key at a hidden prompt (or reads REMEMBRA_API_KEY) and shows its changes before it writes.
connect --apply writes the hooks and keeps a backup of each file; run remembra-relay connect alone first to see every
change without writing. Codex runs the hooks only after you trust them: Settings > Hooks > Trust in the Codex app, or
/hooks in the Codex CLI. When a hook's command changes, Codex skips it until you trust it again.
Hosting the server yourself? Add --url to remembra-install.
remembra-relay ships in remembra 0.16.0.
**Handoffs not arriving?** remembra-relay doctor says where the baton dropped, from this machine's files and your
trail, with one fix per problem; it only reads. Inside your agent the local MCP server has the same checks as
read-only tools: remembra_doctor, remembra_setup (the install steps for this machine) and remembra_help.
See Doctor.
What the next agent sees
Claude Code finished a session and wrote in its summary that the work was done and pushed. Git disagreed. The next agent's brief includes this line:
With the session hooks, remembra-relay builds the done, not done and failing sections from git and, for Claude Code and Codex, the session's test runs, never from an LLM. The server does not check where the facts came from; the brief says they were reported by remembra-relay. The agent's own summary is optional; it is checked against those facts and shown as unverified, or, as here, contradicted. A handoff written through the close_session MCP tool holds the facts the agent declares, labeled "declared by the agent (not checked)".
How it works
1. **Close.** When a session ends, remembra-relay close reads the branch, commits, changed and uncommitted files and unpushed commits from git, and, for Claude Code and Codex, the commands, test runs and open items in the local transcript (Codex's is its rollout file). The transcript itself stays on your machine. Secrets that match Remembra's patterns are redacted from what is sent.
2. **Brief.** When the next session starts, in the same tool or another, remembra-relay brief (run by the verified session hooks) or the session_brief MCP tool (any MCP agent can call it) gives the agent who worked last, what is done, what is failing and the next step. The text brief is capped at about 1,500 tokens (6,000 characters). session_brief returns only that text with compact=true; by default it also returns the full brief as JSON, which is larger. Everything another agent recorded is wrapped as untrusted data.
3. **Trail.** Every handoff stays in order: remembra-relay trail, or the Trail page in the dashboard. A git log for your agents.
The same repository on a laptop, a server or in a worktree is one project, because it is identified by its git remote. Give each agent its own scoped key and its handoffs show as key-verified.
Agents
| Agent | Session hooks | How it reads and writes handoffs today |
|---|---|---|
| Claude Code | **verified** | Hooks: brief at start, close at end, with test results from the transcript |
| Codex | **verified** (codex-cli 0.155.0-alpha.16.4, a prerelease) | Hooks: brief at start, close at end, with commands and test runs from the rollout; trust them in Codex (Settings > Hooks, or /hooks in the CLI), and again when one changes |
来源
awesome · https://github.com/remembra-ai/remembra
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