Kuriflow MCP

Name: Kuriflow MCP
Author: sGuNk13

by sGuNk13version 0.1.1i★ –iRuns on your computer

Registry nameio.github.sGuNk13/kuriflow-mcp

Install

Overview

Description from the maker (original English)

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

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
UsageiVery new↓ 21/wk · ★ –

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: Other
You need to fill in: KURIFLOW_API_KEY

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).
You fill in yourself: KURIFLOW_API_KEY, KURIFLOW_API_URL

Values marked secret are keys to your account. Never share them or paste them into a chat.

You need

PyPIPython’s uv installed (for the uvx 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": {
    "kuriflow": {
      "command": "uvx",
      "args": [
        "kuriflow-mcp"
      ],
      "env": {
        "KURIFLOW_API_KEY": "your-value",
        "KURIFLOW_API_URL": "your-value"
      }
    }
  }
}

Run this in your terminal

claude mcp add kuriflow --env KURIFLOW_API_KEY=your-value --env KURIFLOW_API_URL=your-value -- uvx kuriflow-mcp

Fill in the empty values before running it.

Open in Cursor

Or copy the settings yourself

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

{
  "mcpServers": {
    "kuriflow": {
      "command": "uvx",
      "args": [
        "kuriflow-mcp"
      ],
      "env": {
        "KURIFLOW_API_KEY": "your-value",
        "KURIFLOW_API_URL": "your-value"
      }
    }
  }
}

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": {
    "kuriflow": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "kuriflow-mcp"
      ],
      "env": {
        "KURIFLOW_API_KEY": "your-value",
        "KURIFLOW_API_URL": "your-value"
      }
    }
  }
}

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.

Values you fill in

KURIFLOW_API_KEY secret required env
Your Kuriflow API key. Get one at https://kuriflow.com/signup (Google sign-in, 30 seconds).
KURIFLOW_API_URL env
Kuriflow backend URL. Defaults to https://api.kuriflow.com — override only for self-hosted deployments.

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 8, 2026

✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account sGuNk13, 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 Otheri

More stars than 0% of the other 18499 servers in this category
Published to the registry more recently than 7% of the other 18499 servers in this category
Basic checks equal to or better than 100% of the other 18499 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 Kuriflow 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?

You need to fill in: KURIFLOW_API_KEY

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 (0.1.1) reached the registry 6 months ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv) on your computer.

What can I use instead?

In the same category: Spec Driven Development, Remote Desktop Commander, SolveHub

Alternatives

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

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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.

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):

Settings → Connectors → Add custom connector
Paste the server URL: https://mcp.kuriflow.com
Click Connect
Sign in with Google (Kuriflow uses your Google account — no separate signup)
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:

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

Option 3: Local install (uvx)

"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.

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

How It Works

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"

The AI gives the solution.
You ask the AI to save it as a repeatable workflow with Kuriflow.
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

Tool	Description
`save_workflow`	Save the AI's solution as a repeatable workflow
`run_workflow`	Run it again with new data
`list_workflows`	See your saved workflows
`list_kuris`	Browse available workflow types
`get_execution_result`	Check results and download outputs
`request_approval`	Request human approval before proceeding
`get_approval_status`	Check approval decision
`query_regulation`	Look up regulatory rules

Why Kuriflow?

	AI alone	AI + Kuriflow
First time	AI solves it	AI solves it
Every repeat	Tokens burned again	Runs with new data, no tokens
Monthly cost	Grows with every repeat	Fixed after setup
Your tokens	Spent on routine	Saved for what matters

Free Early Access

10 runs per month. Need more? Email support@kuriflow.com.

License

MIT

Kuriflow MCP

Overview

PopNx MCP’s three pillars

What you can do with it

Install

Before you install

Values you fill in

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 Otheri

Common questions

Alternatives

Spec Driven Development

Remote Desktop Commander

SolveHub

README from the maker

Kuriflow MCP Server

Quick Start

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

Option 2: Remote with API key

Option 3: Local install (uvx)

Get Your API Key (Options 2 & 3 only)

How It Works

Tools

Why Kuriflow?

Free Early Access

Links

License