Kuriflow MCP Server enables AI tasks to be repeatable by running with fresh data automatically, reducing token consumption per run. It coordinates model-context tasks so outcomes are refreshed over time without manual re-execution.

🛠️ Key Features

Repeats AI tasks with new data automatically
Zero AI tokens per run
Integrates via email, Google Drive, or scheduling
Lightweight MCP (Model Context Protocol) server implementation

🚀 Use Cases

Automating weekly or periodic AI tasks with updated inputs
Reusing previous task definitions across data refresh cycles
Token-efficient task execution for AI agents

⚡ Developer Benefits

Standards-based MCP server for model-context tasks
Clear separation of task definitions and data feeds
Easy integration with common data channels (email/Drive/scheduler)

⚠️ Limitations

Based on readme excerpt; may require external services for data delivery
Specific authentication or connector setup not fully disclosed here
Behavior depends on downstream AI provider policies and data formats

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:

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.

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

io.github.sGuNk13/kuriflow-mcp