Kuriflow Mcp

io.github.sGuNk13由 GitHub 账号 sGuNk13 发布v0.1.1更新于 Oct 24, 2026

Make AI tasks repeatable. Run with new data automatically — zero AI tokens per run.

概览

AI 生成的概览

Kuriflow MCP 让助手把一次性的 AI 任务保存为可重复的工作流,之后用新数据自动运行,每次运行不再消耗 AI token。

可以做什么
把 AI 的解法保存为可重复执行的工作流,并列出已保存的工作流与可用的工作流类型。用新数据再次运行工作流,并查询执行结果与下载输出文件。设置由邮件附件、Google Drive 文件夹、定时计划或手动上传触发运行。在继续之前请求人工审批,并查询审批结果。查询法规规则。
适用场景
适合你已有一项 AI 能完成、但每周都要用新数据重复处理的任务,例如定期生成报表、分析表格或按模板填写文档。若只是单次分析,直接让 AI 处理即可。
运行要求
本地通过 uvx 运行 PyPI 包 kuriflow-mcp,需要 Python 环境;也可改用远程端点并以 bearer 认证。需要 Kuriflow 账号(可用 Google 登录),并设置 KURIFLOW_API_KEY;KURIFLOW_API_URL 默认指向官方后端,仅在自建部署时才需覆盖。需要网络连接。
安装前请注意
需要提供 Kuriflow API 密钥(KURIFLOW_API_KEY),且密钥只显示一次,请妥善保管。工作流会读取你的 Gmail 或 Google Drive 内容,并把数据发送到 Kuriflow 后端处理。保存与运行工作流会创建和更改云端数据,运行前可先确认内容。免费方案每月 10 次运行,超出需另行联系。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Kuriflow Mcp,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

mcp-name: io.github.sGuNk13/kuriflow-mcp

Kuriflow MCP Server

AI solves tasks once. Kuriflow makes them repeat.

Stop spending AI tokens on the same task every week. Let your AI agent solve it once, then Kuriflow runs it automatically with new data — via email, Google Drive, or schedule. Zero token cost per run.

Quick Start

Option 1: Claude Cowork — one-click OAuth (recommended)

If you use Claude Cowork (Pro or Max plan):

  1. Settings → Connectors → Add custom connector
  2. Paste the server URL: https://mcp.kuriflow.com
  3. Click Connect
  4. Sign in with Google (Kuriflow uses your Google account — no separate signup)
  5. Click Allow on the consent screen

Tools become available in any new chat. Zero copy-paste, zero JSON.

Option 2: Remote with API key

For Claude Desktop or any client that supports raw remote MCP servers with bearer auth. Edit your client's MCP config:

json
{  "mcpServers": {    "kuriflow": {      "url": "https://mcp.kuriflow.com",      "headers": {        "Authorization": "Bearer YOUR_API_KEY"      }    }  }}

Option 3: Local install (uvx)

json
{  "mcpServers": {    "kuriflow": {      "command": "uvx",      "args": ["kuriflow-mcp"],      "env": {        "KURIFLOW_API_KEY": "your_kf_key",        "KURIFLOW_API_URL": "https://api.kuriflow.com"      }    }  }}

Get Your API Key (Options 2 & 3 only)

Option 1 (Cowork OAuth) does NOT require an API key — skip this section.

  1. Sign up at kuriflow.com/signup (30 seconds, Google account)
  2. Open Settings → API Keys in your dashboard, click Generate, and copy the shown key — it's displayed only once
  3. Add it to your config above

How It Works

  1. Ask your AI agent (Claude, Gemini, ChatGPT, or any MCP-compatible client) to solve a task. For example:
    • "Analyze this sales data and create a dashboard with charts"
    • "Build a DCF model from the financial statement fetched from my Google Drive"
    • "Generate a monthly expense report from this spreadsheet using our template"
  2. The AI gives the solution.
  3. You ask the AI to save it as a repeatable workflow with Kuriflow.
  4. Choose how new data arrives:
    • Email trigger — Kuriflow watches your Gmail. When someone sends an attachment, the workflow runs automatically.
    • Google Drive — Kuriflow checks a Drive folder on your schedule (hourly, daily, weekly). New file? Workflow runs.
    • Schedule only — No input needed. The workflow fetches its own data from online sources and runs on your schedule.
    • Manual upload — Upload a file whenever you're ready.

You can also provide template files (.docx, .xlsx, .pptx) so Kuriflow fills them with fresh data every run.

Tools

ToolDescription
save_workflowSave the AI's solution as a repeatable workflow
run_workflowRun it again with new data
list_workflowsSee your saved workflows
list_kurisBrowse available workflow types
get_execution_resultCheck results and download outputs
request_approvalRequest human approval before proceeding
get_approval_statusCheck approval decision
query_regulationLook up regulatory rules

Why Kuriflow?

AI aloneAI + Kuriflow
First timeAI solves itAI solves it
Every repeatTokens burned againRuns with new data, no tokens
Monthly costGrows with every repeatFixed after setup
Your tokensSpent on routineSaved for what matters

Free Early Access

10 runs per month. Need more? Email [email protected].

Links

License

MIT

来源:README.md,提交 b06fd19

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. v0.1.1最新Sep 16, 2026

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