Needle | The Knowledge Threading Platform

What would you like to vibe automate?

No credit card required. Free to start.

Trusted by fast moving teams at

Explore templates

See what the community is building with Needle.

Automatically saves Gmail attachments to Google Drive, generates an AI summary with sender info and file link, and emails the summary for quick tracking.

Summarize Email Attachments to Drive

Arya Surve

Fetches open GitHub issues daily, uses AI to classify them by urgency, and emails a triage digest with three specific action items for your engineering team.

Send GitHub Issue Triage Digest

Shamanth M

Start every morning with a fresh dose of motivation. This workflow runs daily at 10:50 AM, uses AI to generate a unique, thoughtful inspirational message themed around teamwork, personal growth, and creative thinking, then sends it to your inbox as a formatted email. Each day's message is different, anchored to the current day of the week.

Daily Motivational Inspiration Email

Frederica Carrier

264

Automated Newsletter System fetches the latest AI research updates and crafts a concise, engaging weekly newsletter with catchy headlines and summaries. Designed for tech enthusiasts and AI professionals, it simplifies sharing curated AI insights via email,...

Automated Newsletter System

Favour Udoh

209

Search LinkedIn for brand mentions daily, analyze sentiment and urgency using AI, and receive a formatted email digest of the most influential posts.

Monitor LinkedIn For Brand Mentions

Dante Harker

Collects Gmail and Slack messages daily, analyzes them with AI, and emails a structured executive briefing with risks, opportunities, and action items.

Send Daily Executive Briefing

Eugene Mc Millian

Transform your exported DNA match CSVs into an organized, prioritized Google Sheet to track relationships, shared DNA, and contact history.

Convert DNA Matches To Sheets

Amanda Craven

131

Scrape all posts tagged with a specific hashtag on Instagram. Paste a fetch() from DevTools to extract post authors, captions, likes, comments, and media URLs with automatic pagination.

Export Instagram Hashtag Posts to a Spreadsheet

Jan Heimes

256

Automate the collection of form responses and send them to a Slack channel for quick access and team collaboration.

Google Form to Slack

Onur Oruç

244

Needle in your words

Hear from the people who vibe-automated their workflows.

“Needle let me build a full lead generation workflow — from Google Maps search to enriched contacts in Notion, without writing code. That usually took me days to set up.”

Carlo Schick

Founder

Ai Automation Agency UG

“This opened up a lot of exciting possibilities!”

Alexander Boger

Account Executive

HubSpot

“Really cool product!”

Clemence W. Chee

VP Data & Analytics

Babbel

“Built my first workflow with Needle for a personal project, connecting different data sources into one picture. Honestly couldn't believe how fast it came together.”

Mercedes Torrendell

Software Developer

Giant Monkey GmbH

“Needle, you all make creating and using a RAG so easy!”

Carol Cox

Founder & CEO

Speaking Your Brand

Book a call

Frequently Asked Questions

From solo builders to fast-growing startups and scaling companies, teams run their operations on Needle.

Which AI models are available in Needle?

WorkflowsCollections

Needle gives you access to the latest models from OpenAI, Anthropic, and Google, including GPT-5.4, Opus, and Gemini 3.1 Pro.

How do workflows and collections work together?

WorkflowsCollections

Many automations require semantic or structured search over a knowledge base for high quality answers. Needle Collections make that effortless. Just add collection tools to your AI agent inside a workflow.

How can I use my free credits from OpenAI, Anthropic, or Google in Needle?

WorkflowsCollections

Needle supports bringing your own API key, so you can leverage your existing credits and reduce costs.

How does Needle compare to n8n and Claude Code?

Workflows

Needle's builder agent follows your instructions, so you vibe automate instead of manually configuring nodes. No automation expertise required. And because every step is visual and easy to explore, giving you full control while keeping things simple.

What is the Needle Partner Program?

WorkflowsPartners

You create useful automations, and every time someone runs them you earn passive income. Submit your first workflow today. Learn more on the Partners page.

How do I get my workflow listed on Needle?

WorkflowsPartners

In three simple steps your template will be live. 1. Fill in your profile details in the Partner Hub 2. Create a workflow you're proud of 3. Submit it for review. We typically list it within the same day.

What's the difference between document chat and Needle Collections?

Collections

Simple “chat with documents” approaches break down as your knowledge bases grow beyond 50+ documents. We built collections to handle any scale of data, considering the context and token cost limitations of AI models.

How does Needle handle documents with complex layouts?

Collections

Needle has advanced processing pipelines that extract text from images and handle tables, charts, and multi column layouts in documents.

What is Needle Web Widget?

Collections

The Needle Web Widget is a drop in solution that lets you add a custom agent powered by your collection to your website in seconds. Get started with the widget in our documentation.

How do you ensure data security?

We implement enterprise grade security including AES 256 encryption, SOC 2 compliance, regular penetration testing, and single tenant architecture to keep your data secure and private.

How does Needle's pricing work?

Pricing is based on credit usage, which closely tracks token consumption. You pay for what you use and nothing more. We also offer a generous free tier so everyone can build something useful.

Ready to vibe automate?

Join thousands of people who have transformed their workflows.

Get started free Book a call

Workflows

Automations with AI agents

Collections

All your data, searchable

Chat Widget

Drop-in widget for your website

Developer API

Build AI-powered apps with ease

Needle — AI-Powered Knowledge Threading and Workflow Automation

What would you like to vibe automate?

Explore templates

Summarize Email Attachments to Drive

Send GitHub Issue Triage Digest

Daily Motivational Inspiration Email

Automated Newsletter System

Monitor LinkedIn For Brand Mentions

Send Daily Executive Briefing

Convert DNA Matches To Sheets

Export Instagram Hashtag Posts to a Spreadsheet

Google Form to Slack

Needle in your words

Frequently Asked Questions

Which AI models are available in Needle?

How do workflows and collections work together?

How can I use my free credits from OpenAI, Anthropic, or Google in Needle?

How does Needle compare to n8n and Claude Code?

What is the Needle Partner Program?

How do I get my workflow listed on Needle?

What's the difference between document chat and Needle Collections?

How does Needle handle documents with complex layouts?

What is Needle Web Widget?

How do you ensure data security?

How does Needle's pricing work?

Ready to vibe automate?

Workflows

Collections

Chat Widget

Developer API