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3,557 ready-made workflow files you can download, plus 10,661 source-linked n8n references.

CgoogledrivesheetsW
free

Generate & Upload Images with Image-to-Image GPT, Google Sheets & Drive

🖼️ Image-to-Image AI Generator from Google Sheets with Google Drive Upload ✅ Use Case Automatically generate AI images from prompts listed in a Google Sheet, upload the images to Google Drive, and log the result back into the sheet. Uses the image-to-image-gpt API for fast, customizable generation. 💡 Problem It Solves Manual image generation workflows are inefficient and error-prone. Creative and content teams often have to: Manually paste prompts into image generation tools Save images locally Upload to Google Drive Paste the link back into tracking spreadsheets This automation removes all that friction—turning one spreadsheet into a complete image creation pipeline. 🌟 Benefits 🔁 Fully automated image generation 📤 Direct uploads to Google Drive 🧾 Image links and timestamps logged in Google Sheets ⚠️ Built-in error logging for API failures 🧩 Modular and easily extensible 📊 Keeps a historical log of successes and errors 🧩 Workflow Overview | Node | Description | |------|-------------| | 1. Manual Trigger | Starts the workflow when executed manually | | 2. Google Sheets2 | Reads all rows from the input Google Sheet | | 3. Loop Over Items | Processes one row (prompt) at a tim

by Evoort Solutions
CWtelegram
free

Scheduled Currency Exchange Rate Updates to Telegram with Exchange Rate API

Stop guessing currency rates! Get a quick and clean exchange rate summary sent right to your phone. 📲 This workflow automatically checks the latest rates and builds a simple report for you. What it does: 🤑 Fetches the very latest exchange rates from an API. 🌍 Shows you what major currencies (like USD & EUR) are worth in your chosen local currency. ✍️ Creates a simple, easy-to-read report. 🚀 Delivers it straight to your Telegram! Setup is easy: All you need to do is set your base currency (e.g., 'EGP') and your Telegram Chat ID. Done! ✅

by M Sayed
CsheetsW
free

Scrape Google Events data to Google Sheets via SerpApi

Description This workflow automates the process of scraping Google Events data using SerpApi and organizing it in Google Sheets for analysis and tracking. Who's it for Event organizers** who need to monitor competitor events in their area Marketing teams** tracking local events for partnership opportunities Researchers** collecting event data for analysis Business owners** monitoring industry events and conferences How it works The workflow searches Google Events using SerpApi's Google Events engine, processes the returned data, and saves it to a Google Sheets spreadsheet. It handles pagination automatically to collect multiple events and flattens the nested API response into a structured format. What it does Configures search parameters - Sets the search query, total events to fetch, and pagination settings Fetches events via SerpApi - Makes paginated requests to Google Events API with proper rate limiting Processes and flattens data - Transforms nested event data into a flat structure with all relevant fields Saves to Google Sheets - Appends the processed events to a Google Sheets document for easy analysis Requirements SerpApi account** with API key (Get one here) Google Sheets

by Naveen Choudhary
Aopenaichatmodelsendemailsummarizationchain
free

Human in the Loop Email Response System (AI + IMAP)

How it works This workflow automates the process of handling incoming emails by: Receiving emails via IMAP. Converting the email to Markdown for better AI understanding. Summarizing the email using an AI model. Drafting a professional reply with AI, based on the summary. Requesting human approval for the AI-generated response. Sending the approved reply back to the original sender. Set up steps Estimated time: 10–20 minutes (excluding credential setup) What you’ll need: IMAP credentials for your email inbox SMTP credentials for sending emails OpenAI (or compatible) API key for AI steps Setup outline: Add your IMAP and SMTP credentials to the workflow. Connect your OpenAI (or compatible) account for AI summarization and reply generation. Deploy the workflow in n8n and activate it. Test by sending an email to your connected inbox. Note: Detailed configuration tips and explanations are included as sticky notes inside the workflow for each step.

by Yatharth Chauhan
ACWopenaichatmodel
free

AI-Powered Tarot Readings via iMessage with GPT & Blooio

🔮 Mystic Tarot Bot — AI-Powered iMessage Readings This magical n8n template turns your iMessage inbox into a soulful tarot reading experience powered by Blooio and AI. Users can send in questions or photos of their tarot spreads, and the bot replies like a mystical oracle — interpreting symbols, offering gentle insights, and guiding with poetic warmth. ✨ Ideal for solo reflection, spiritual creators, or client-based guidance services — no tech knowledge needed. 🌟 Use Cases Offer intuitive, emotionally resonant tarot readings via iMessage Support coaching, wellness, and metaphysical businesses with AI-enhanced readings Accept photos of real tarot card spreads or plain text questions Great for automating daily card pulls, client responses, or onboarding into spiritual flows 🧠 Good to Know Built using Blooio’s iMessage API — supports image attachments and conversational replies Includes visual recognition and symbolic interpretation of real tarot card photos Responses generated by OpenAI with a custom “Mystic Tarot Reader” persona Onboards users if they say “Hi” or request a virtual card draw Responds in poetic, spiritually attuned language — no markdown, no tech-speak ⚙️ How it Wo

by David Harvey
AopenaichatmodelserpapigooglesearchS
free

Find and Compare Online Tools with GPT-4o and SerpAPI Research

What It Does This powerful workflow can take hours of difficult research attempting to identify the perfect online tool to aid you with your business and condenses it into a few short seconds. Simply typing the name of an online tool you would like to identify into a chat message will initiate the workflow to begin its search process to identify 5 companies that will provide you with the online tool you desire. The initial chat will prompt the Tool Finder AI agent utilizing the power of GPT-4o in combination with SerpAPI to conduct a search and find 5 top end companies that contain the online tool you desire. It will then send the name of each company to five separate Reviewer Tool Agents that will gather information on each company. Each Reviewer Tools Agent will again harness the power of GPT-4o and SerpAPI to give a detailed descriptions of the online tool available including its price, limitations, summary of reviews, pros and cons, as well as an overall conclusion of the online tool. Who This Is For This is the perfect workflow for anyone who is interested in obtaining an online tool to help automate business or everyday tasks. Rather than spending an excess amount of time sea

by AiAgent
AautofixingoutputparserCsheets
free

Real-Time Sales Pipeline Analytics with Bright Data, OpenAI, and Google Sheets

This workflow contains community nodes that are only compatible with the self-hosted version of n8n. This workflow automatically tracks key sales pipeline metrics—new leads, deal stages, win rates—and sends actionable insights to your team. Eliminate manual CRM exports and stay on top of revenue health. Overview The automation queries your CRM API (HubSpot, Salesforce, or Pipedrive) on a schedule, pulls pipeline data, and feeds it into OpenAI for anomaly detection (e.g., stalled deals). Summaries and alerts appear in Slack, while daily snapshots are archived in Google Sheets for trend analysis. Tools Used n8n** – Pipeline orchestration CRM API** – Connects to your chosen CRM OpenAI** – Detects anomalies and highlights risks Slack** – Notifies reps and managers in real time Google Sheets** – Stores historical pipeline data How to Install Import the Workflow into n8n. Connect Your CRM: Provide API credentials in the HTTP Request node. Set Up OpenAI: Add your API key. Authorize Slack & Google Sheets. Customize Thresholds: Adjust what constitutes a stalled deal or low conversion. Use Cases Sales Management**: Monitor pipeline health without dashboards. Revenue Operations**: Detect bott

by Yaron Been
Aautofixingoutputparsergmailopenaichatmodel
free

Scrape Local Business Directories with Bright Data & OpenAI for Lead Generation

This workflow contains community nodes that are only compatible with the self-hosted version of n8n. This workflow automatically scrapes local business directories (Yelp, Yellow Pages, Google Maps, etc.) to build a structured database of prospects. Stop copying listings by hand—get fresh leads delivered straight to Google Sheets. Overview Using Bright Data, the automation fetches business names, contact details, ratings, and categories for a given city or ZIP code. OpenAI cleans and normalizes the data, while duplicate detection ensures each business appears only once. The result is emailed as a CSV and stored in Sheets for easy filtering. Tools Used n8n** – Workflow orchestration Bright Data** – Handles large-scale directory scraping OpenAI** – Performs entity cleanup and deduplication Google Sheets** – Houses the resulting lead list Gmail** – Sends the CSV file to your inbox How to Install Import the Workflow: Load the .json into n8n. Configure Bright Data: Add your credentials. Set Up OpenAI: Enter your API key. Connect Google Sheets & Gmail: Authorize both integrations. Customize Locations & Categories: Adjust parameters in the Start node. Use Cases Local Lead Generation**: Bui

by Yaron Been
AautofixingoutputparserCsheets
free

Generate SaaS Product Ideas from Market Gaps with OpenAI and Bright Data

This workflow contains community nodes that are only compatible with the self-hosted version of n8n. This workflow automatically analyzes online data sources to uncover unmet customer needs and product opportunities. Instead of spending days on manual research, you receive an AI-driven report of market gaps directly in your inbox. Overview The automation aggregates product reviews, forum discussions, and competitor feature lists via Bright Data scraping. OpenAI then clusters complaints and feature requests to highlight where demand is high but supply is low. A summary table is generated in Google Sheets and a concise report is emailed to stakeholders. Tools Used n8n** – Automates the entire pipeline Bright Data** – Scrapes review sites and competitor pages reliably OpenAI** – Performs NLP clustering and gap analysis Google Sheets** – Stores structured opportunity data Gmail** – Delivers the weekly insight report How to Install Import the Workflow: Add the .json to your n8n instance. Configure Bright Data: Insert your credentials in the MCP Client node. Set Up OpenAI: Provide your OpenAI API key. Connect Google Sheets & Gmail: Authorize both services. Customize Keywords & Sources: E

by Yaron Been
AautofixingoutputparserCsheets
free

Track Customer NPS Scores Across Platforms with Bright Data and OpenAI

This workflow contains community nodes that are only compatible with the self-hosted version of n8n. This workflow automatically tracks customer satisfaction scores across multiple platforms and surveys to help improve customer experience and identify areas for enhancement. It saves you time by eliminating the need to manually check different feedback sources and provides comprehensive satisfaction analytics. Overview This workflow automatically scrapes customer satisfaction surveys, review platforms, and feedback forms to extract satisfaction scores and sentiment data. It uses Bright Data to access various feedback platforms without being blocked and AI to intelligently analyze satisfaction trends and identify improvement opportunities. Tools Used n8n**: The automation platform that orchestrates the workflow Bright Data**: For scraping satisfaction surveys and review platforms without being blocked OpenAI**: AI agent for intelligent satisfaction analysis and trend identification Google Sheets**: For storing satisfaction scores and generating analytics reports How to Install Import the Workflow: Download the .json file and import it into your n8n instance Configure Bright Data: Add

by Yaron Been
AautofixingoutputparserCsheets
free

Track Google Trends Search Data Locally with Bright Data MCP & AI Analysis

This workflow contains community nodes that are only compatible with the self-hosted version of n8n. This workflow automatically tracks local search trends and geographic-specific search patterns to optimize local SEO and marketing strategies. It saves you time by eliminating the need to manually research local search behavior and provides location-based insights for targeted marketing campaigns. Overview This workflow automatically scrapes local search results, geographic search trends, and location-based query data to understand regional search behavior and local market opportunities. It uses Bright Data to access location-specific search data and AI to intelligently analyze local trends and optimization opportunities. Tools Used n8n**: The automation platform that orchestrates the workflow Bright Data**: For scraping location-based search data without being blocked OpenAI**: AI agent for intelligent local search trend analysis Google Sheets**: For storing local search trend data and geographic insights How to Install Import the Workflow: Download the .json file and import it into your n8n instance Configure Bright Data: Add your Bright Data credentials to the MCP Client node Set

by Yaron Been
AautofixingoutputparserCsheets
free

Extract & Analyze Competitor Backlink Data with Bright Data MCP & GPT

This workflow contains community nodes that are only compatible with the self-hosted version of n8n. This workflow automatically analyzes competitor backlink profiles to understand their link building strategies and identify opportunities for your own SEO efforts. It saves you time by eliminating the need to manually research competitor links and provides detailed insights into their most valuable linking relationships. Overview This workflow automatically scrapes backlink analysis tools and competitor websites to extract comprehensive backlink data including referring domains, anchor text, link quality metrics, and link acquisition patterns. It uses Bright Data to access backlink databases and AI to intelligently analyze competitor link strategies. Tools Used n8n**: The automation platform that orchestrates the workflow Bright Data**: For scraping backlink analysis platforms without being blocked OpenAI**: AI agent for intelligent backlink strategy analysis Google Sheets**: For storing competitor backlink data and insights How to Install Import the Workflow: Download the .json file and import it into your n8n instance Configure Bright Data: Add your Bright Data credentials to the

by Yaron Been
Aautofixingoutputparsergmailopenaichatmodel
free

Automated Amazon Stock Level Tracker with Bright Data MCP and OpenAI

This workflow automatically tracks inventory stock levels across multiple products and suppliers to prevent stockouts and optimize inventory management. It saves you time by eliminating the need to manually check stock levels and provides automated alerts when inventory reaches critical thresholds. Overview This workflow automatically scrapes supplier websites, e-commerce platforms, and inventory systems to monitor real-time stock levels and availability. It uses Bright Data to access inventory data and AI to intelligently parse stock information, detect low inventory alerts, and track supply chain trends. Tools Used n8n**: The automation platform that orchestrates the workflow Bright Data**: For scraping inventory and supplier websites without being blocked OpenAI**: AI agent for intelligent stock level analysis and trend detection Google Sheets**: For storing inventory data and tracking stock movements How to Install Import the Workflow: Download the .json file and import it into your n8n instance Configure Bright Data: Add your Bright Data credentials to the MCP Client node Set Up OpenAI: Configure your OpenAI API credentials Configure Google Sheets: Connect your Google Sheets a

by Yaron Been
AautofixingoutputparserCgmail
free

Automatically Monitor Competitor Pricing with Bright Data MCP & Google Sheets

This workflow automatically monitors competitor pricing across multiple products and services to track market positioning and pricing strategies. It saves you time by eliminating the need to manually check competitor prices and provides real-time insights into pricing changes and market trends. Overview This workflow automatically scrapes competitor websites and pricing pages to extract current pricing information, product details, and promotional offers. It uses Bright Data to access pricing data without restrictions and AI to intelligently parse pricing information and detect changes over time. Tools Used n8n**: The automation platform that orchestrates the workflow Bright Data**: For scraping competitor pricing pages without being blocked OpenAI**: AI agent for intelligent pricing data extraction and analysis Google Sheets**: For storing pricing data and tracking changes over time How to Install Import the Workflow: Download the .json file and import it into your n8n instance Configure Bright Data: Add your Bright Data credentials to the MCP Client node Set Up OpenAI: Configure your OpenAI API credentials Configure Google Sheets: Connect your Google Sheets account and set up you

by Yaron Been
Aautofixingoutputparsergmailopenaichatmodel
free

Analyze Competitor Content Performance with Bright Data MCP & GPT-4o

This workflow automatically analyzes competitor content performance across various platforms to understand what content resonates with their audience. It saves you time by eliminating the need to manually track competitor content and provides insights into successful content strategies and engagement patterns. Overview This workflow automatically scrapes competitor websites, blogs, and social media to analyze content performance metrics including engagement rates, shares, comments, and audience response. It uses Bright Data to access competitor content without restrictions and AI to intelligently analyze performance data and extract actionable insights. Tools Used n8n**: The automation platform that orchestrates the workflow Bright Data**: For scraping competitor content platforms without being blocked OpenAI**: AI agent for intelligent content performance analysis Google Sheets**: For storing competitor content analysis and performance metrics How to Install Import the Workflow: Download the .json file and import it into your n8n instance Configure Bright Data: Add your Bright Data credentials to the MCP Client node Set Up OpenAI: Configure your OpenAI API credentials Configure Go

by Yaron Been
Aautofixingoutputparsersheetsopenaichatmodel
free

Analyze Website Conversion Funnels with GPT-4o, Bright Data & Google Sheets

This workflow automatically analyzes website conversion funnels to identify optimization opportunities and track user journey performance. It saves you time by eliminating the need to manually analyze funnel metrics and provides detailed insights into conversion bottlenecks and improvement areas. Overview This workflow automatically scrapes website pages to analyze funnel elements including CTAs, tracking scripts, page structure, and conversion paths. It uses Bright Data to access websites without restrictions and AI to intelligently extract funnel data, identify conversion elements, and provide optimization recommendations. Tools Used n8n**: The automation platform that orchestrates the workflow Bright Data**: For scraping website pages without being blocked OpenAI**: AI agent for intelligent funnel analysis and optimization insights Google Sheets**: For storing funnel analysis data and recommendations How to Install Import the Workflow: Download the .json file and import it into your n8n instance Configure Bright Data: Add your Bright Data credentials to the MCP Client node Set Up OpenAI: Configure your OpenAI API credentials Configure Google Sheets: Connect your Google Sheets ac

by Yaron Been
Aautofixingoutputparsergmailopenaichatmodel
free

Extract customer pain points from support forums with Bright Data & GPT-5.4

This workflow contains community nodes that are only compatible with the self-hosted version of n8n. This workflow automatically monitors customer support forums and Q&A platforms to extract valuable customer insights and pain points. It saves you time by eliminating the need to manually browse through forum discussions and provides structured analysis of customer questions, answers, and recurring issues. Overview This workflow automatically scrapes customer support forums like Stack Exchange and SuperUser to find questions and discussions related to specific topics or brands. It uses AI to analyze forum content, extract customer pain points, and identify recurring issues, then sends structured insights directly to your product team via email. Tools Used n8n**: The automation platform that orchestrates the workflow Bright Data**: For scraping forum pages and Q&A platforms without being blocked OpenAI**: AI agent for intelligent forum content analysis and insight extraction Gmail**: For sending automated insight reports to your team How to Install Import the Workflow: Download the .json file and import it into your n8n instance Configure Bright Data: Add your Bright Data credentials

by Yaron Been
AautofixingoutputparserCsheets
free

Trustpilot Review Sentiment Analysis with OpenAI & Bright Data to Google Sheets

This workflow automatically scrapes customer reviews from Trustpilot and performs sentiment analysis to extract valuable customer insights. It saves you time by eliminating the need to manually read through reviews and provides structured data on customer feedback, sentiment, and pain points. Overview This workflow automatically scrapes the latest customer reviews from any Trustpilot company page and uses AI to analyze each review for sentiment, extract key complaints or praise, and identify recurring customer pain points. It stores all structured review data in Google Sheets for easy analysis and reporting. Tools Used n8n**: The automation platform that orchestrates the workflow Bright Data**: For scraping Trustpilot review pages without being blocked OpenAI**: AI agent for intelligent review analysis and sentiment extraction Google Sheets**: For storing structured review data and analysis results How to Install Import the Workflow: Download the .json file and import it into your n8n instance Configure Bright Data: Add your Bright Data credentials to the MCP Client node Set Up OpenAI: Configure your OpenAI API credentials Configure Google Sheets: Connect your Google Sheets account

by Yaron Been
Aautofixingoutputparsersheetsopenaichatmodel
free

Weekly SEO keyword research & competitor analysis with GPT5.5 and Bright Data

This workflow contains community nodes that are only compatible with the self-hosted version of n8n. This workflow automatically performs weekly keyword research and competitor analysis to discover trending keywords in your industry. It saves you time by eliminating the need to manually research keywords and provides a constantly updated database of trending search terms and opportunities. Overview This workflow automatically researches trending keywords for any specified topic or industry using AI-powered search capabilities. It runs weekly to gather fresh keyword data, analyzes search trends, and saves the results to Google Sheets for easy access and analysis. Tools Used n8n**: The automation platform that orchestrates the workflow Bright Data**: For accessing search engines and keyword data sources OpenAI**: AI agent for intelligent keyword research and analysis Google Sheets**: For storing and organizing keyword research data How to Install Import the Workflow: Download the .json file and import it into your n8n instance Configure Bright Data: Add your Bright Data credentials to the MCP Client node Set Up OpenAI: Configure your OpenAI API credentials Configure Google Sheets: Co

by Yaron Been
free

Automate Free IP Analysis: NixGuard AI Summaries & Wazuh Integration

Supercharge Your Security Operations for Free Stop wasting time manually investigating suspicious IP addresses. This workflow template is your launchpad to automating real-time IP cybersecurity analysis using the NixGuard platform, which you can use for free. This is the first of a two-part system designed to integrate seamlessly into your existing security stack, especially with Wazuh. It calls our main workflow, Automate IP Reputation Checks and Get AI Risk Summaries from NixGuard, to do the heavy lifting. What This Workflow Unlocks for You Free AI-Powered Risk Summaries:** Don't just get data; get answers. NixGuard provides a clear, human-readable summary of why an IP is considered risky. Automated IP Reputation Checks:** Programmatically check any IP against a vast array of threat intelligence sources. A Foundation for Your SOC Automation:** Use the results to trigger your incident response process. The template includes a pre-built example of how to send a detailed alert to Slack, which you can easily adapt for Jira, TheHive, or any other tool. How the Two-Workflow System Works This "Dispatcher" workflow is designed for flexibility. It holds your API key and input, then calls

by Jonathan | NEX
W
free

Get Any Image: Standard Fetch with BrightData Web Unblocker Failover

This workflow is your ultimate solution for reliable image retrieval from any web source, including those heavily protected. It operates with a smart, cost-effective strategy: it first attempts to fetch the image using a Classic Image Getter node (a standard, free HTTP request). In approximately 80% of cases, this method will be sufficient. However, for the remaining instances where you encounter IP blocking, CAPTCHAs, rate limiting, or other advanced anti-bot measures, the workflow seamlessly switches to a robust BrightData Web Unblocker service as a fallback. It leverages BrightData’s Image Unblocker to retrieve these blocked images. This template is indispensable for anyone needing consistent and complete access to web images, ensuring you get the data you need without unnecessary overhead. Why Use This Image Scrapper Workflow? Maximum Success Rate**: Retrieves images even from the most challenging or protected websites. Cost-Optimized Strategy**: Prioritizes free, standard HTTP requests, only incurring costs when advanced unblocking is truly necessary. Automated Resilience**: Intelligently handles failed direct attempts by automatically engaging the BrightData failover via the

by phil
Wtelegram
free

Extract Text from Images with Telegram Bot & Gemini 2.0 Flash OCR

Description Turn your Telegram bot into a powerful OCR (Optical Character Recognition) tool. This workflow allows you to send any image (like a screenshot, a photo of a document, or a picture of a sign) to your bot, and it will instantly extract and send back the text from that image. Powered by Google's advanced Gemini AI, this automation is perfect for quickly digitizing notes, saving important snippets, or avoiding manual typing. How it works This workflow performs a few high-level steps: It triggers when a new image is sent to your Telegram bot. It sends the image to the Google Gemini Vision API to be analyzed. It extracts the text found in the image. It sends the extracted text back to you as a message in Telegram. Set up steps Estimated set up time: Less than 5 minutes. The setup is straightforward. You only need to configure two credentials: Telegram Bot Credentials: To connect your bot. Google Gemini API Credentials: To use the OCR feature. You can get a free API key from Google AI Studio.

by Rudi Afandi
free

AI Image Nudity Detection Tool with Image Moderation API

Complete MCP server exposing 1 Image Moderation API operations to AI agents. ⚡ Quick Setup Need help? Want access to more workflows and even live Q&A sessions with a top verified n8n creator.. All 100% free? Join the community Import this workflow into your n8n instance Credentials Add Image Moderation credentials Activate the workflow to start your MCP server Copy the webhook URL from the MCP trigger node Connect AI agents using the MCP URL 🔧 How it Works This workflow converts the Image Moderation API into an MCP-compatible interface for AI agents. • MCP Trigger: Serves as your server endpoint for AI agent requests • HTTP Request Nodes: Handle API calls to https://api.moderatecontent.com/moderate/ • AI Expressions: Automatically populate parameters via $fromAI() placeholders • Native Integration: Returns responses directly to the AI agent 📋 Available Operations (1 endpoints) General (1 operation) Detect Nudity in Images 🤖 AI Integration Parameter Handling: AI agents automatically provide values for: • Path parameters and identifiers • Query parameters and filters • Request body data • Headers and authentication Response Format: Native Image Moderation API responses with full d

by David Ashby
free

NPR Station Finder Service MCP Server

Complete MCP server exposing 2 NPR Station Finder Service API operations to AI agents. ⚡ Quick Setup Need help? Want access to more workflows and even live Q&A sessions with a top verified n8n creator.. All 100% free? Join the community Import this workflow into your n8n instance Credentials Add NPR Station Finder Service credentials Activate the workflow to start your MCP server Copy the webhook URL from the MCP trigger node Connect AI agents using the MCP URL 🔧 How it Works This workflow converts the NPR Station Finder Service API into an MCP-compatible interface for AI agents. • MCP Trigger: Serves as your server endpoint for AI agent requests • HTTP Request Nodes: Handle API calls to https://station.api.npr.org • AI Expressions: Automatically populate parameters via $fromAI() placeholders • Native Integration: Returns responses directly to the AI agent 📋 Available Operations (2 total) 🔧 V3 (2 endpoints) • GET /v3/stations: Get Station 1 • GET /v3/stations/{stationId}: Retrieve metadata for the station with the given numeric ID 🤖 AI Integration Parameter Handling: AI agents automatically provide values for: • Path parameters and identifiers • Query parameters and filters • R

by David Ashby