Gft MCP

Name: Gft MCP
Author: CoralLips

by CoralLipsversion 0.1.4i★ –iRuns on your computer

Registry nameio.github.CoralLips/gft-mcp

Install

Overview

Description from the maker (original English)

Bring your GFT (Git for Thought) white-box thinking map to any AI agent. 把你的思维脉络接给任何 agent。

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

User voiceiNo reviews yetReviews open together with accounts in a later step
Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
UsageiNot measured yet★ –

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

Connection: Runs on your computer
Transport: stdio
Category: Developer tools

Install

Pick the AI app you use, then copy the settings.

Before you install

Basic checks: 1 of 1 passed
Runs on your computer with your user’s permissions (files, network, apps).
The registry lists no key to fill in.

You need

npmNode.js installed (for the npx command)

Which app do you use?

ClaudeClaude CodeCursorVS CodeChatGPT

Pick your app above. We remember it, so next time the button says “Install in …”.

Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json

{
  "mcpServers": {
    "gft": {
      "command": "npx",
      "args": [
        "-y",
        "gft-mcp"
      ]
    }
  }
}

Run this in your terminal

claude mcp add gft -- npx -y gft-mcp

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "gft": {
      "command": "npx",
      "args": [
        "-y",
        "gft-mcp"
      ]
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "gft": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "gft-mcp"
      ]
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.

Your choice stays on this device in a cookie; no account needed.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

Runs on your computer; the tool list appears in your AI app after you install it.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026

✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account CoralLips, which owns the repo
… Not checked yet
Still maintained
We have not read this repo from GitHub yet
… Not checked yet
Has a licence
We have not read this repo from GitHub yet
– Not applicable
Endpoint responds
This one runs on your computer; there is no internet endpoint
– Not applicable
Sign-in with OAuth
Runs on your computer and uses local settings instead
… Not checked yet
No hidden instructions in tool descriptions
Runs on your computer; we can only read tool lists from internet endpoints

Compared with others in Developer toolsi

More stars than 0% of the other 1394 servers in this category
Published to the registry more recently than 39% of the other 1394 servers in this category
Basic checks equal to or better than 100% of the other 1394 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is Gft MCP safe?

It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).

Is it still maintained?

The GitHub repo last changed –, and the latest version (0.1.4) reached the registry 3 months ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.

What can I use instead?

In the same category: GitHub, Desktop Commander, Cloudflare MCP

Alternatives

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Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

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Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

gft-mcp

把你在 GFT（Git for Thought）确认过的思维脉络接给任何 AI agent—— Claude Code、Cursor，或任何支持 MCP 的工具。

用它们的 token，走 GFT 的规则。 对话发生在你的 agent 里，思考资产沉淀在你的图上。

🗺 读：agent 直接读到你已想通的判断、还悬着的问题、已否决的方向
✍️ 写：聊完说一句「存一下」，本场新判断增量长进图（只生长，不改写历史）
📬 知情：每次写入当场回执「加了什么」，新节点带未读标记，点开即消——不靠常驻视觉标
🔒 零转手：本包不调用任何 AI、不产生任何 token 消耗——推理全部由你的 agent 用你自己的额度完成

快速开始

Claude Code 用户（最推荐）：装 plugin，一步全齐

/plugin marketplace add CoralLips/gft-mcp

/plugin install gft@gft-mcp

装完重启，你会得到：

/gft:list、/gft:login —— 程序直答，秒回、零 token（UserPromptSubmit hook 拦截，不经过模型）
/gft:link 图名、/gft:save —— 把图接进对话 / 把新判断存回图（AI 命令）
MCP server 自动配好，无需再手动 claude mcp add

方式一（推荐）：把这段话贴给你的 AI

请帮我安装 GFT 思维脉络的 MCP server：

把名为 "gft" 的 server 加进我的用户级 MCP 配置， command 是 npx、args 是 ["-y", "gft-mcp"] （Claude Code 可直接跑: claude mcp add -s user gft -- npx -y gft-mcp；其他工具写各自的 MCP 配置文件）。配好后提醒我重启生效；重启后我说「登录 GFT」完成授权即可。

方式二：一行命令（Claude Code）

claude mcp add -s user gft -- npx -y gft-mcp

方式三：手动配置

把这段加进你的 MCP 配置文件（Claude Code：.mcp.json；Cursor：.cursor/mcp.json）：

{ "mcpServers": { "gft": { "command": "npx", "args": ["-y", "gft-mcp"] } } }

配置零凭证、所有人相同——登录在下一步，凭证只落在你本机 ~/.gft-mcp/。

需要 Node.js ≥ 20。配完重启你的 agent 生效。

用法

装好后你的 agent 自动获得四个命令（MCP prompts，Claude Code 里也可用 /gft:* 短名）：

命令	干什么
`list`	列出你的思维脉络（名字·条数·各线新鲜度）
`link`	把当前对话链接到一张图（之后读写默认走它）
`save`	把本场对话的新判断增量存回图
`login`	检查凭证 / 发起网页授权

不用命令也行，直接说人话：

「列一下我的 GFT 脉络」「带上『产品定位』那张图」「把刚才聊的存进脉络」

⚡ 零 AI 快速通道（不花 token、不等模型）

查名单、看图这类纯程序动作可以完全绕开 AI——终端直跑：

npx gft-mcp list           # 瞬回脉络名单

npx gft-mcp read 图名 # 输出某张图全文 npx gft-mcp login # 网页授权登录

Claude Code 用户的妙用：在输入框用 `!` 前缀跑（如 ! npx gft-mcp read 产品定位），输出直接进入对话上下文——等于零 token 完成"链接"。（save 没有零 AI 通道——从对话抽取判断本来就是模型的工作。）

写入规则由 GFT 端校验把关：只收用户真说过的判断、旧节点不可改写、时序不可倒挂——出格的提交会被打回并说明原因。

排错

现象	处理
提示未登录 / 登录失效	说「登录 GFT」或跑 `npx gft-mcp --login-web`
浏览器没自动打开	手动访问命令输出里的 URL
agent 里看不到 gft server	配置后要重启 agent；检查 `npx -y gft-mcp` 在终端能否启动
提示还没有脉络	先去 gitforthought.com 生成第一张图
自检	`npx gft-mcp --check --list`（终端直跑，零 AI）

给开发者

本包零 AI 调用：server 只做「验 / 存 / 供」（校验、增量合并、供图），抽取规则随 read(for_update) 下发，由你的 agent 用自己的模型执行
在 GFT 仓库内运行时自动切换本地开发环境（授权页指 localhost:3000）；GFT_WEB_URL / GFT_SUPABASE_URL / GFT_SUPABASE_ANON_KEY 环境变量可覆盖一切默认值
⚠ 改 map.mjs 的 isOpen() 必须同步 GFT 画布口径

MIT License · gitforthought.com

Gft MCP

Overview

PopNx MCP’s three pillars

What you can do with it

Install

Before you install

What it can do

Basic checksi

Maker matches the repo

Still maintained

Has a licence

Endpoint responds

Sign-in with OAuth

No hidden instructions in tool descriptions

Compared with others in Developer toolsi

Common questions

Alternatives

GitHub

Desktop Commander

Cloudflare MCP

README from the maker

gft-mcp

快速开始

Claude Code 用户（最推荐）：装 plugin，一步全齐

方式一（推荐）：把这段话贴给你的 AI

方式二：一行命令（Claude Code）

方式三：手动配置

登录

用法

⚡ 零 AI 快速通道（不花 token、不等模型）

排错

给开发者