sales

OpenOutreach: Automate Lead Finding

Name: OpenOutreach: Automate Lead Finding
Author: eracle

Get AI-driven lead generation for your startup.

intermediate⏱ 30 minutes💵 Free + LLM Model costs (varies by usage)

2,926 stars545 forksPythonGuide quality 8/10Updated 9/7/2026100% free · open source

What it is

Use the tool to automatically find potential customers on LinkedIn based on your product and target market.

Real use case example

"A founder who sells an AI-based product can use OpenOutreach to automatically find 20 potential customers on LinkedIn who match their product description. They simply define their product and target market, and the AI tool finds leads. This saves them 2 hours per week searching for potential customers manually."

When to use it

•When you need to rapidly expand your B2B sales pipeline
•If your startup is targeting specific industries or job titles
•When you want to scale outreach without spending hours on manual research

Ready-to-paste prompt

python open_outreach.py --industry 'SaaS' --job_title 'VP of Sales' --location 'San Francisco'

Saves to your device

Use with Claude

New

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

⚡ Runs out of the box

A prompt/skill package — nothing to install beyond adding it to your AI tool.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/openoutreach && curl -fsSL https://workflowstacks.com/api/skills/openoutreach/claude-skill -o ~/.claude/skills/openoutreach/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 OpenOutreach: Automate Lead Finding works

Codeflow

Free to inspect

OpenOutreach: Automate Lead Finding is a small Python project (~1.2k lines across 11 code files, plus 3 test files). You install it into your AI tool with one command; there is nothing to run yourself. Last commit this month, GPL-3.0 license, has a test suite.

Size

Small codebase

~1.2k lines · 11 code files · 10 min skim

Setup

Install as a skill / plugin

Add it to Claude Code (or your AI tool) with one command — 1 skill inside. Nothing to run yourself.

Runs on

Inside your AI tool

Helper scripts use Python

Python 93%Dockerfile 3%Makefile 2%Shell 2%

Where to start reading

1
README.md
Start here — what it does and how to install it
2
CLAUDE.md
The instructions the AI actually follows
3
openoutreach/__main__.py
Where the program starts running
4
openoutreach/__init__.py
Inside openoutreach/ — the main logic begins here

What's in each folder

openoutreach/Core code — the actual logic10 files

skills/Prompts, skills & agent definitions1 files

docs/Documentation3 files

compose/Folder3 files

.claude-plugin/Plugin manifest — what gets installed2 files

data/Data files1 files

.github/CI / automation (GitHub Actions)3 files

tests/Tests — proof it works3 files

READMEHas testsDocumentedCI checksGPL-3.0 licenseUpdated this month

Use with Claude

New

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

⚡ Runs out of the box

A prompt/skill package — nothing to install beyond adding it to your AI tool.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/openoutreach && curl -fsSL https://workflowstacks.com/api/skills/openoutreach/claude-skill -o ~/.claude/skills/openoutreach/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.

Quick Actions

Details

Creator

eracle

Language

Python