mcpField
K
Kuriflow

Kuriflow

Local
github.com/sGuNk13Files & Storage0Updated 25w ago

About Kuriflow

Kuriflow is an MCP server for turning an AI agent’s completed task into a repeatable workflow that can run with new data. It is for people automating recurring work from email, Google Drive, schedules, or file uploads; runs do not consume AI tokens.

Key features

  1. 01Save AI solutions as workflows
  2. 02Run workflows with new data
  3. 03Trigger runs from email or Drive
  4. 04Schedule runs or upload files
  5. 05Check results and request approval

Use cases

  1. 01Generate recurring reports from spreadsheets
  2. 02Process email attachments automatically
  3. 03Run scheduled workflows using fresh data

MCP support

Kuriflow exposes tools for saving, running, and listing workflows, checking results, requesting approval, and looking up regulations to MCP clients.

Configuration

Local server config is the same for every client. Copy it into your client’s MCP config file.

mcp.json · Universal config
{
"mcpServers": {
"kuriflow": {
"command": "uvx",
"args": [
"kuriflow-mcp"
],
"env": {
"KURIFLOW_API_KEY": "<KURIFLOW_API_KEY>",
"KURIFLOW_API_URL": "<KURIFLOW_API_URL>"
}
}
}
}
Run commanduvx kuriflow-mcp
Environment variables to set
KURIFLOW_API_KEYSecretYour Kuriflow API key. Get one at https://kuriflow.com/signup (Google sign-in, 30 seconds).
KURIFLOW_API_URLKuriflow backend URL. Defaults to https://api.kuriflow.com — override only for self-hosted deployments.

Local servers need a runtime on your machine (e.g. Node.js 18+). Config file locations differ by client; see your client’s docs.

Packages
pypikuriflow-mcp0.1.1

Tools

No tool list yet

Local servers expose tools only once running on your machine, and the maintainer has not provided a tool list.

Details

From the project 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:

{
  "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.

  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

Comments

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New to MCP?

From what the protocol is to installing your first server, these answers cover most first questions.

An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.