mcp-server

pipeshub-ai: Automate Workflows

Get automated workflows with pipeshub-ai, a platform for enterprise search and workflow automation, ideal for founders, with 2.9k+ GitHub stars
intermediate⏱ 1-2 hours💵 Free + LLM API costs
3,821 stars+30★ this week595 forksPythonUpdated 10/9/2026100% free · open source
What it is

Use pipeshub-ai to build automated workflows for your enterprise.

Real use case example

"A founder can use pipeshub-ai to automate workflows for a new product launch. First, she connects her Stripe account and sets up a pipe to trigger a Notion database update whenever a new customer signs up. Next, she adds a step to send a welcome email using Resend. Finally, she reviews and deploys the automated workflow, saving time and ensuring new customers are engaged promptly."

Best insideCursorClaude DesktopCodex CLI
When to use it
  • •When you need to automate repetitive tasks across multiple departments
  • •When you want to enhance your team's productivity by minimizing manual data searches
  • •When you require a customizable platform to integrate with your existing tools and systems
Ready-to-paste prompt
python -m pipeshub_ai.workflow.create --name 'automate_invoice_processing' --trigger 'new_invoice_uploaded' --action 'send_notification_to_accounting_team'
Saves to your device
Use with Claude
New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

🛠️ Technical setup

Expect 20–40 minutes in a terminal — or let your AI agent drive it.

Try it instantly — no install
Claude Code
mkdir -p ~/.claude/skills/pipeshub-ai && curl -fsSL https://workflowstacks.com/api/skills/pipeshub-ai/claude-skill -o ~/.claude/skills/pipeshub-ai/SKILL.md
Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)
claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

How pipeshub-ai: Automate Workflows works
Codeflow
Free to inspect

Pipeshub-ai: Automate Workflows is a very large Python project (~1M lines across 3192 code files, plus 1948 test files). It is a full software project: use it through its install path rather than reading it end to end. Last commit this month, Apache-2.0 license, has a test suite.

Size
Very large codebase
~1M lines · 3192 code files · days to read — use, don't read
Setup
Developer setup
A real software project. Use it via its install path; don't expect to read it all.
Runs on
Docker
No API keys detected
Python 78%TypeScript 21%Shell 1%
Where to start reading
  1. 1
    README.md
    Start here — what it does and how to install it
  2. 2
    AGENTS.md
    The instructions the AI actually follows
What's in each folder
backend/Backend / API3751 files
frontend/Frontend / UI1473 files
integrations/Sub-packages / plugins16 files
docs/Documentation53 files
integration-tests/Folder385 files
deployment/Deployment / infrastructure75 files
loadtest/Folder28 files
changelog/Folder17 files
READMEHas testsDocumentedCI checksDocker readyApache-2.0 licenseUpdated this month
Quick Actions
Details
Creator
pipeshub-ai
Language
Python
Category
mcp-server
Published
3/6/2025

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Featured on WorkflowStacks
[![Featured on WorkflowStacks](https://workflowstacks.com/api/badge/pipeshub-ai.svg)](https://workflowstacks.com/skills/pipeshub-ai?utm_source=github&utm_medium=badge)
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