DecRec
概览
作者提供的说明(英文原文)
Decision memory for AI agents: record, revisit, and resolve consequential choices.
PopNx MCP 的三大支柱
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
- 用户评价i暂无评价评价功能将在后续阶段与账户功能一起开放
- 我们的基础检查i1 项中通过 1 项依据公开信息检查;尚未扫描代码
- 使用情况i非常新★ –
它能帮你做什么
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
- 连接方式: 在云端运行
- 传输方式: Streamable HTTP
- 分类: 搜索与 AI 记忆
安装
选择你使用的 AI 应用,然后复制设置。
安装之前
- 基础检查:1 项中通过 1 项
- 在作者的服务器上运行:你向它提出的内容会经过他们的服务器。
- 注册中心没有列出需要填写的密钥。
你需要
- 在云端运行无需安装任何东西,通过互联网连接
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
适用于网页版、桌面版和手机版 Claude:
- 打开 Settings → Connectors
- 点击 Add custom connector
- 粘贴下面的地址,然后点击 Add
- 如果要求登录,请登录作者的服务
https://decrec.io/mcp在终端中运行这条命令
claude mcp add --transport http decrec https://decrec.io/mcp或者自己复制设置
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"decrec": {
"url": "https://decrec.io/mcp"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
或者自己复制设置
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"decrec": {
"type": "http",
"url": "https://decrec.io/mcp"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
ChatGPT 只能连接互联网上的服务器:
- 打开网页版 ChatGPT → Settings → Connectors (Apps)
- 点击 Create 或 Add(部分套餐需要先在 Advanced 中开启 Developer mode)
- 粘贴下面的地址,起个名字,然后保存
- 如果要求登录,请登录作者的服务
https://decrec.io/mcp菜单名称可能因套餐和版本不同而略有差异。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它能做什么
我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。
基础检查i
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月8日
- ✓ 通过
作者与仓库一致
注册名称已通过域名 decrec.io 验证(注册中心会核实域名所有权)
- … 尚未检查
仍在维护
我们还没有从 GitHub 读取这个仓库
- … 尚未检查
有许可证
我们还没有从 GitHub 读取这个仓库
- … 尚未检查
端点有响应
尚未检查;我们会轮流检查各个端点
- … 尚未检查
使用 OAuth 登录
尚未检查;我们会轮流检查各个端点
- … 尚未检查
工具描述中没有隐藏指令
尚未检查;我们会在检查端点时读取工具列表
与“搜索与 AI 记忆”中的其他服务器比较i
- 星标数多于此分类中其他 5696 个服务器的 0%
- 发布到注册中心的时间比此分类中其他 5696 个服务器的 36% 更新
- 基础检查结果等于或优于此分类中其他 5696 个服务器的 100%
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
常见问题
DecRec 安全吗?
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
它需要哪些密钥或代码?
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在我的电脑上运行还是在云端?
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
它还在维护吗?
GitHub 仓库最后更新于–,最新版本(2026.9.1)于2个月前进入注册中心。
哪些应用可以使用它?
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
有什么可以替代它?
同一分类中有:Context7, Codebase Memory, Exa
替代选择
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:↓ 每周下载量i★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
Codebase Memory
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Exa
Connect AI agents to Exa for web search, content fetching, and multi-step research.
作者的 README
打开 README
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
DecRec
AI explores. You decide. DecRec remembers.
Shared decision memory across Claude, ChatGPT, Cursor, Codex, and other agents.
Install · Docs · How it works · Why decisions · What the Skill does · What we learned · Privacy
Install in 30 seconds
This package is an Agent Plugin: a skill plus the DecRec MCP server.
In Cursor
Type this in the chat input as a slash command:
/add-plugin decrec@https://github.com/decrec-io/decrec-plugin
Or Settings → Customize → Plugins and install from that GitHub repo.
In Claude Code
/plugin marketplace add decrec-io/decrec-plugin
/plugin install decrec@decrec
In Codex CLI
codex plugin marketplace add decrec-io/decrec-plugin
codex plugin add decrec@decrec
All clients →
Your agent forgot. DecRec didn't.
3 weeks ago — ChatGPT
Keep accounts single-user until we validate team demand.
✓ Committed as DEC-8
Today — Cursor, fresh conversation
Before changing the account model: DEC-8 deliberately kept accounts
single-user while validating demand. Want to revisit it?
One decision. Any agent.
How it works
MCP gives the agent access to decisions. The Skill teaches it when those decisions matter.
Agent
├─ Skill → judgment: when decisions matter └─ MCP → durable decision state ↕ DecRec
| Layer | Role |
|---|---|
| Skill | Judgment: what counts as a decision, when to recall, when to capture, when to stop. |
| MCP | Durable state: search, create, update, admit, commit, and archive decisions. |
| DecRec | The shared system of record across chats and agents. |
Tools without the skill still write; the skill without tools cannot persist across agents.
Why decisions, not everything?
DecRec remembers decisions, not AI output. Agents can prepare and surface records; a human commits the decision.
Your agent already has access to code, chats, docs, and project context. DecRec doesn't try to remember all of it.
It keeps the smaller set of choices that constrain future work:
- what you chose
- why
- what you considered
- who committed it
- what would justify revisiting it
The goal isn't more context. It's giving a fresh agent the reasoning behind decisions already made.
What the Skill does
- Stay in scope — don't advance past what was asked (no catalog → shape → update → explore → admit → commit chain unless requested).
- Recall — search only at a decision boundary (consequential choice that constrains later work). Never before ordinary coding.
- Capture — offer once when a consequential fork settles; never auto-create; never interrupt trivia.
- Humans commit — the agent can prepare and surface records, but it does not place commitments.
Full protocol: skills/decrec/SKILL.md. Exploration prompts: skills/decrec/explore-prompts.md.
Try it
After install, allow the MCP connection, then paste one of these into a new conversation:
Live choice
Should we [option A] or [option B]?
Work through it from more than one side, then record the decision in DecRec.
Or substitute any real decision you're working through.
A thread
Here is a [Slack thread / meeting notes]. What is worth recording in DecRec? Don't record until I pick.
[paste]
Already picked
We picked [option A] over [option B]. Record that decision in DecRec.
Install
| Client | Start here |
|---|---|
| Cursor | Slash command below, or Settings → Plugins |
| Claude Code | /plugin marketplace add |
| Codex CLI | codex plugin marketplace add |
| Claude (Web and Desktop) | Add marketplace decrec-io/decrec-plugin |
| ChatGPT | Work: marketplace plugin. Chat: MCP + skill zip |
| VS Code | Command Palette → Chat: Install Plugin From Source |
| Other | Copy skill files + MCP connector |
Cursor
Type this in the chat input as a slash command:
/add-plugin decrec@https://github.com/decrec-io/decrec-plugin
Or Settings → Customize → Plugins and install from that GitHub repo.
Claude Code
/plugin marketplace add decrec-io/decrec-plugin
/plugin install decrec@decrec
Codex CLI
codex plugin marketplace add decrec-io/decrec-plugin
codex plugin add decrec@decrec
Claude (Web and Desktop)
Same path on both. Skill and MCP come with the plugin.
- Customize → Plugins → Add → Add marketplace
- URL:
decrec-io/decrec-plugin - Sync → select DecRec → Install
- Allow when asked.
ChatGPT
Desktop (Work)
Marketplace plugin. Does not run in Chat.
- Open Plugins → Add → Add a marketplace.
- Source:
decrec-io/decrec-plugin - Add marketplace, then install decrec.
- Allow when asked. Start a new Work conversation.
Web and Desktop (Chat)
Marketplace plugin does not run here. Add MCP and the skill on chatgpt.com.
MCP (tools only — no skill):
- Plugins → +
- Connection: Server URL
- URL:
https://decrec.io/mcp - Create. Allow when asked. Start a new conversation.
Skill:
- Download ZIP from the GitHub repo
- Plugins → Skills → + → upload that zip
VS Code
Command Palette (Cmd+Shift+P / Ctrl+Shift+P), then:
Chat: Install Plugin From Source
Paste the GitHub URL and press Enter:
https://github.com/decrec-io/decrec-plugin
Other
Copy skills/decrec/*.md (SKILL.md and explore-prompts.md) into your client's skill directory. Add an MCP connector to https://decrec.io/mcp.
What we learned teaching agents when to remember
Useful even if you never use DecRec. Steal these for your own agent skills.
1. Capture only when all three hold
Alternatives (≥2 paths), consequence (constrains later work), future relevance (someone will ask *why*).
2. Don't advance past the ask
Match the stage they requested; stop there.
3. Recall only at a decision boundary
Not before ordinary coding, bugfixes, or implementing an already-chosen approach.
4. Fail-fast and branch on error codes
locked, in_flight, and pin_mismatch mean stop (or reload). Don't infer from the chat and retry.
5. Isolated role passes
Explore from clean contexts; the agent synthesizes options, the agent does not commit.
6. No invented facts
Don't invent stack, vendors, tenancy, or business metrics the brief doesn't state.
See skills/decrec/SKILL.md for the full rules.
Privacy
This plugin connects to the remote MCP server at https://decrec.io/mcp (OAuth). DecRec stores account email, organization membership, and decision content you choose to record. Details: Terms & data policy. Support: hello@decrec.io.