Communication Automation Workflows — Page 2 | Neura Market
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    • Automated Google Calendar Reminders via Telegram with AI Personalization

      Enhance your scheduling efficiency by receiving personalized, AI-generated reminders for Google Calendar events via Telegram, ensuring you never miss an appointment.

      n8nFree

    • Automate Email Management: Delete Marketing Emails and Generate AI Replies

      This workflow automates your email management by identifying and deleting marketing emails while generating AI-crafted replies for genuine emails. It logs all actions in Google Sheets for easy tracking.

      n8nFree

    • Auto-Respond to Instagram, Facebook & WhatsApp with Llama 3.2

      This automated n8n workflow enables AI-powered responses across multiple social media platforms, including Instagram DMs, Facebook messages, and WhatsApp chats using Meta's APIs. The system provides intelligent customer support, lead generation, and smart engagement at scale through AI-driven conversation management and automated response routing. ## **Good to Know** - Supports multi-platform messaging across Instagram, Facebook, and WhatsApp - Uses AI Travel Agent and Ollama Chat Model for intelligent response generation - Includes platform memory for maintaining conversation context and history - Automatic message processing and routing based on platform and content type - Real-time webhook integration for instant message detection and response ## **How It Works** - **WhatsApp Trigger** - Monitors incoming WhatsApp messages and initiates automated response workflow - **Instagram Webhook** - Captures Instagram DM notifications and processes them for AI analysis - **Facebook Webhook** - Detects Facebook Messenger interactions and routes them through the system - **Message Processor** - Analyzes incoming messages from all platforms and prepares them for AI processing - **AI Travel Agent** - Processes messages using intelligent AI model to generate contextually appropriate responses - **Ollama Chat Model** - Provides advanced language processing for complex conversation scenarios - **Platform Memory** - Maintains conversation history and context across multiple interactions for personalized responses - **Response Router** - Determines optimal response strategy and routes messages to appropriate sending mechanisms - **Instagram Sender** - Delivers AI-generated responses back to Instagram DM conversations - **Facebook Sender** - Sends automated replies through Facebook Messenger API - **Send Message (WhatsApp)** - Delivers personalized responses to WhatsApp chat conversations ## **How to Use** - Import workflow into n8n - Configure Meta's Instagram Graph API, Facebook Messenger API, and WhatsApp Business Cloud API - Set up approved Meta Developer App with required permissions - Configure webhook endpoints for real-time message detection - Set up Ollama Chat Model for AI response generation - Test with sample messages across all three platforms - Monitor response accuracy and adjust AI parameters as needed ## **Requirements** - Access to Meta's Instagram Graph API, Facebook Messenger API, and WhatsApp Business Cloud API - Approved Meta Developer App - Webhook setup and persistent token management for real-time messaging - Ollama Chat Model integration - AI Travel Agent configuration ## **Customizing This Workflow** - Modify AI prompts for different business contexts (customer service, sales, support) - Adjust response routing logic based on message content or user behavior - Configure platform-specific message templates and formatting - Set up custom memory storage for enhanced conversation tracking - Integrate additional AI models for specialized response scenarios - Add message filtering and content moderation capabilities

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    n8nFree

  1. Automate Email Summarization and Sharing via Slack with OpenAI

    Automatically summarize new emails using OpenAI and share concise overviews with your team on Slack, enhancing communication and productivity.

    MakeFree

  2. Email Summary Agent

    ## Problem Teams often struggle with email overload, leading to missed actions and inefficient meeting preparation. ## Solution This workflow automates email management using n8n and AI. It fetches emails, summarizes key points and actions, and sends two concise updates—one in the morning and one at night. ## How It Works - Triggers at 7 AM and 9 PM: Automates the process to summarize emails received during specific time blocks. - Fetches Emails: Retrieves emails from the last 24 hours or after a specific time. - Summarizes with AI: Uses OpenAI to process the email content into actionable summaries. - Sends Team Updates: Compiles the summaries into a concise, formatted email and sends it to the team. ## Expected Results Significant reduction in missed actions and follow-ups. ## Customizations Adjust timings, filters, and recipients to suit your team's needs.

    n8nFree

  3. Automate Email Management with AI-Powered Classification and Responses

    Enhance your email workflow with AI-driven classification, automated responses, and smart organization using n8n. This workflow streamlines email management by analyzing, categorizing, and responding to emails efficiently.

    n8nFree

  4. Automate Email Classification and Response with Gmail, OpenAI, and Google Sheets

    Streamline your email management by automatically classifying, labeling, and responding to emails using Gmail, OpenAI, and Google Sheets. This workflow enhances efficiency in customer support, sales, and general inquiries.

    n8nFree

  5. Create a Slack Chatbot with GPT-4 for Automated Responses

    ## ☀️ Description This workflow integrates **Slack** with an **OpenAI Chat Agent** to create a fully interactive chatbot inside your Slack workspace. It works in a **bidirectional loop**: 1. A user sends a message in Slack. 2. The workflow captures the message and logs it back into Slack (so you can monitor what's being passed into the agent). 3. The message is sent to an **OpenAI-powered agent** (e.g., GPT-4). 4. The agent generates a response. 5. The response is formatted and posted back to Slack in the same channel or DM thread. This allows you to **monitor, test, and interact** with the agent directly from Slack. ### 📌 Use Cases - **Team Support Bot**: Provide quick AI-generated answers to FAQs in Slack. - **E-commerce Example**: The default prompt makes the bot act like a store assistant, but you can swap in your own domain knowledge. - **Conversation Monitoring**: Log both user and agent messages in Slack for visibility and review. - **Custom AI Agents**: Extend with RAG, external APIs, or workflow automations for specialized tasks. --- ## 🏗 Setup Instructions ### OpenAI Setup 1. Sign up at [OpenAI](https://platform.openai.com). 2. Generate an API key from the [API Keys page](https://platform.openai.com/account/api-keys). 3. In **n8n** ➡️ **Credentials ➡️ New ➡️ OpenAI** ➡️ paste your key and save. 4. In the **OpenAI Chat** node, select your credential and configure the system prompt. - Example included: "You are an e-commerce bot. Help the user as if you were working for a mock store." - You can edit this prompt to fit your use case (support bot, HR assistant, knowledge retriever, etc.). ### Slack Setup 1. Go to [Slack API Apps](https://api.slack.com/apps) ➡️ click **Create New App**. 2. Under **OAuth & Permissions**, add the following scopes: - Read: `channels:history`, `groups:history`, `im:history`, `mpim:history`, `channels:read`, `groups:read`, `users:read`. - Write: `chat:write`. 3. **Install** the app to your workspace ➡️ copy the **Bot User OAuth Token**. 4. In **n8n** ➡️ **Credentials ➡️ New ➡️ Slack OAuth2 API** ➡️ paste the token and save. 5. In the **Slack nodes** (e.g., *Send User Message in Slack*, *Send Agent's Response in Slack*), select your credential and specify the Channel ID or User ID to send/receive messages. --- ## 🛠 Customization Guidance - **Change Agent Behavior**: Update the system message in the **Chat Agent** node. - **Filter Channels**: Limit listening to a specific channel by adjusting the Slack nodes' Channel ID. - **Format Responses**: The **Format Response** node shows how to structure agent replies before posting back to Slack. - **Extend Workflows**: Add integrations with databases, CRMs, or APIs for dynamic data-driven responses. --- ## 🔄 Workflow Flow (Simplified) Slack User Message ➡️ Send User Message in Slack ➡️ Chat Agent ➡️ Format Response ➡️ Send Agent Response in Slack --- ## 📞 Contact Need help customizing this workflow (e.g., multi-channel listening, advanced AI logic, or external integrations)? ✉️ **robert@ynteractive.com** 🔗 **[Robert Breen](https://www.linkedin.com/in/robert-breen-29429625/)** 🌐 **[ynteractive.com](https://ynteractive.com)**

    n8nFree

  6. Automate Reddit Content Curation into Engaging Newsletters

    Transform top Reddit discussions into curated newsletters using AI, saving time and enhancing engagement.

    n8nFree

  7. AI-Powered Lead Email Classification & Auto-Reply with GPT-4 and Gmail

    ## How it works This workflow automatically responds to incoming emails identified as potential leads using AI-generated text. It connects to your email inbox via IMAP, classifies incoming messages with an AI model, filters out non-leads, and sends a personalized reply to relevant messages. ## Steps 1. **Email Trigger (IMAP):** Watches your inbox for new emails in real time. 2. **Is Lead? (Message Model):** Uses AI to determine whether the sender is a lead. 3. **Filter:** Passes only lead emails to the next step. 4. **Write Customized Reply (Message Model):** Generates a personalized response using AI. 5. **Get Message:** Retrieves original email details to ensure correct threading. 6. **Reply to Message:** Sends the AI-generated reply to the sender. ## Setup Instructions - Connect your **IMAP Email** credentials to the first node and set the folder to watch (e.g., INBOX). - In the Filter leads node, adjust the AI prompt to match your lead qualification criteria. - In the Reply with customized message node, edit the AI prompt to reflect your product, service, or business tone. - Connect your **Gmail** (or other email provider) credentials in the Get Message and Reply to Message nodes. - Test with a few sample emails before activating. ## Requirements - IMAP-enabled email account (for receiving messages) - Gmail API access (or modify to your email provider) - OpenAI or other AI model credentials for message analysis and reply generation This template is ready to use, with all steps documented inside sticky notes for easy customization.

    n8nFree

  8. Smart Email Draft Generator

    ## AI-Powered Email Draft Automation Workflow In this guide, we'll walk you through setting up an AI-driven workflow that automatically processes incoming emails using a custom AI model (e.g., Llama), prepares email content, and saves it as a Gmail draft. Ready to automate your email drafting process? Let's dive in! ### What's the Goal? - Automatically detect and process new emails via IMAP. - Use a custom AI model to analyze and generate email content. - Prepare structured and relevant email responses. - Save the generated content as a Gmail draft for review or sending. - Enable 24/7 email automation with seamless integration. By the end, you'll have a self-running email assistant that drafts responses effortlessly. ### Why Does It Matter? Manual email drafting is time-consuming and prone to delays. Here's why this workflow is a game changer: - **Zero Human Error:** AI ensures consistent and accurate drafts. - **Time-Saving Automation:** Instantly process and draft emails, boosting efficiency. - **24/7 Availability:** Handle emails anytime without manual intervention. - **Focus on Strategy:** Free your team from repetitive drafting tasks. Think of it as your tireless email drafting assistant that never misses a beat. ### How It Works Here's the step-by-step magic behind the automation: ##### Step 1: Trigger the Workflow - Detect new emails using IMAP via the `Check New Email (IMAP)` node. - Capture incoming email content for processing. ##### Step 2: Process Email with AI - Send the email text to a custom AI model (e.g., Llama) for analysis. - Use the `Custom AI Model` node to generate a context-aware response or draft content. ##### Step 3: Prepare Email Content - Format the AI-generated content into a polished email structure using the `Prepare Email Content` node. - Ensure the content is ready for drafting with proper salutations and structure. ##### Step 4: Save as Gmail Draft - Route the prepared email content to the `Save as Gmail Draft` node. - Save the draft in Gmail for review or manual sending. ##### Step 5: Log & Optimize - Log all processed emails and drafts in a database (e.g., Airtable, Google Sheets). - Continuously improve the AI model based on feedback or new email patterns. ### How to Use the Workflow? Importing a workflow in n8n is a straightforward process that allows you to use pre-built or shared workflows to save time. Below is a step-by-step guide to importing the **Smart Email Draft Generator** workflow in n8n, based on the official documentation and community resources. **Steps to Import a Workflow in n8n** **1. Obtain the Workflow JSON** - **Source the Workflow:** Workflows are typically shared as JSON files or code snippets. You might receive them from: - The n8n community (e.g., n8n.io workflows page). - A colleague or tutorial (e.g., a .json file or copied JSON code). - Exported from another n8n instance. - **Format:** Ensure you have the workflow in JSON format, either as a file (e.g., `workflow.json`) or as text copied to your clipboard. **2. Access the n8n Workflow Editor** - **Log in to n8n:** Open your n8n instance (via n8n Cloud or your self-hosted instance). - **Navigate to the Workflows tab in the n8n dashboard. - **Open a New Workflow:** Click **Add Workflow** to create a blank workflow, or open an existing workflow if you want to merge the imported workflow. **3. Import the Workflow** **Option 1: Import via JSON Code (Clipboard):** - In the n8n editor, click the **three dots** in the top-right corner to open the menu. - Select **Import from Clipboard**. - Paste the JSON code of the workflow into the provided text box. - Click **Import** to load the workflow into the editor. **Option 2: Import via JSON File:** - In the n8n editor, click the **three dots** in the top-right corner. - Select **Import from File**. - Choose the `.json` file from your computer. - Click **Open** to import the workflow. **Setup Notes:** - **IMAP Credentials:** Configure IMAP settings in the `Check New Email (IMAP)` node with your email account credentials (e.g., Gmail IMAP settings). - **Custom AI Model:** Set up the `Custom AI Model` node with your AI model credentials (e.g., Llama API key or endpoint). - **Gmail Integration:** Authorize the `Save as Gmail Draft` node with Gmail API credentials to save drafts. - **Content Customization:** Adjust the `Prepare Email Content` node to tailor the email structure or tone as needed.

    n8nFree

  9. Automated Cold Email Campaign with Google Sheets, Email Verification & SMTP

    Use this template if you're collecting leads in Google Sheets manually or automatically and need to send them emails daily using any personal or professional email provider. It's simple yet effective. I've kept it easy so that anyone without technical or coding knowledge can still automate their emails and achieve excellent ROI. Setting up the workflow takes only 15 minutes. ## How it works: We connect Google Sheets with n8n to automatically fetch lead data. Google Sheets is used because it's easy and widely accessible. Then, n8n sends emails daily at your scheduled times to the respective email addresses, using the subject lines and body text you've configured. It also verifies emails before sending. It checks email availability, deliverability, and updates the Google Sheet/CRM with the respective fields. ## Requirements: 1. A Google Sheet/Excel/CRM tools with leads (A sample Google Sheet link is provided in the template) 2. A working email account with SMTP information (SMTP info for the top 10 email providers is provided in the template) 3. API key from any email verification tool (We use the Hunter API key in our use case. You can find the link in the template.) ## Setup Steps: You need a Google Sheet where you're collecting leads. You can replace Google Sheets with your CRM tool. Connect it using your credentials. Replace the manual trigger with a scheduled trigger to automate emails at your preferred time. Replace the email verification tool/Hunter API with your own API key. Add your SMTP credentials to connect the template with your preferred email provider. Using SMTP, you can send emails through Gmail, Outlook, Zoho, or any similar provider. This makes sending emails simple and cost-efficient. ``` Note: SMTP, which stands for Simple Mail Transfer Protocol, is a communication protocol used to send email messages between mail servers. ``` After sending the email, we update the Google Sheet with "Sent"; hence, the email is not sent again the next day.

    n8nFree

  10. Automate Outbound VAPI Voice Calls from New Google Sheets Rows

    This n8n automation connects your Google Sheets to **[Vapi](https://vapi.ai/?aff=onenode)**, enabling you to automatically **call new contacts** as soon as their information is added to your spreadsheet. Instantly reach out with a personalized voice call from a Vapi AI assistant, based on any event that adds a new row to your sheet. ## Requirements ### Google Sheets - **Google Sheets credentials** enabled and tested in n8n. - A table in your Google Sheet formatted as follows: #### Required Columns & Data Types | Column Name | Example Value | Data Type | Notes | |---------------|---------------|-----------|-------| | phone_number | +11234567890 | Text (String) | Must include the `+` and country code, no spaces or dashes. Mandatory for workflow. | | *(optional)* | first_name | John | Text (String) | For call personalization. | | *(optional)* | email | test@email.com | Text (String) | For follow-ups or records. | | *(additional)*| Any extra info | | | Can be used for advanced customization. | - Ensure all columns contain data in plain text format. - Phone number field **must never be empty** and follow the E.164 international format: `+` + country code + phone number. ---- ### Vapi - A [**Vapi**](https://vapi.ai/?aff=onenode) account with credit. - A connected **phone number** (to originate calls). - An **assistant** (AI voice agent) created and ready to make calls. - Your **Vapi API key**. ### 🔗 Useful Link - [Vapi Docs](https://docs.vapi.ai/) --- ## 📝 Comprehensive Setup Instructions ### 1. **Prepare Your Google Sheet** - Create a Google Sheet with the required column names as listed above. - Ensure your `phone_number` column is correctly formatted (international format, no spaces). - Optionally, add columns such as `first_name`, `email`, or any field your workflow should use. ### 2. **Set Up Google Sheets Credentials in n8n** - In n8n, go to Credentials and create Google Sheets credentials. - Authenticate with your Google account and test the connection. ### 3. **Configure the n8n Workflow** - Add a **Google Sheets Trigger** node: - Set trigger mode to New Row. - Select your Google Sheet and worksheet. - Add a **Wait** node: - Configure a wait time (e.g., 4 minutes) between trigger and next action. ### 4. **Map & Set Vapi Fields** - Add a **Set** node: - Create fields required by the Vapi API: - `phone_number_id`: Copy from your Vapi dashboard. - `assistant_id`: Use the ID of your AI assistant. - `api_key`: Store securely (see n8n secret management). - `to`: Set as the Google Sheets `phone_number` value. Example: `{{ $json["phone_number"] }}` - (Optional) Map extra fields from Sheet (e.g., `first_name`, `email`) for personalized calls. ### 5. **Add the HTTP Request to Vapi** - Add an **HTTP Request** node: - Method: `POST` - URL: `https://api.vapi.ai/call` - Body parameters: Use all mapped fields from the previous step. ### 6. **Test the Workflow** - Add a new row to your Google Sheet. - Verify that, after the wait period, Vapi attempts the call and uses personalized information. --- ## Customization Options - **Personalize Calls Further:** Add additional columns like `first_name`, `product`, or `appointment_time` in Google Sheets. Map these into the API call so Vapi can use them for dynamic greetings or contextual responses. - **Conditional Flows:** Insert n8n logic nodes (IF, Switch) before making the Vapi call. For example, only call if a Consent column is TRUE, or select different assistants based on region or product interest. - **Multiple Assistants/Numbers:** Store different assistant IDs or phone number IDs in columns, and dynamically route calls based on sheet data (e.g., region-specific assistants). - **Advanced Field Mapping:** Pass any relevant sheet fields into the API payload and configure your Vapi assistant scripts to utilize these variables for high-touch, customized user interactions. --- ## 📊 Example Google Sheet Setup | phone_number | first_name | email | product | consent | |--------------|------------|--------------|----------|---------| | +11234567890 | John | j@email.com | Widget A | TRUE | | +44207123456 | Maria | maria@x.co.uk | Widget B | FALSE | - In n8n, map only those rows where `consent`=TRUE. --- ## 📞📚 Need Help? Feel free to contact us at [**1 Node**](https://1node.ai). Get instant access to a library of [**free resources**](https://1node.ai/resources) we created.

    n8nFree

  11. Ticket creation in Glpi from @mention in group chats in Microsoft Teams

    Friends from workplace were too lazy to send us ticket request from our ticketing website. So... I made n8n workflow that is able to watch all group chats and on @mentions of me or my collegues from IT infrastructure it makes ticket. We can say to management "go and check out ticketing website, we were working whole day" :)

    n8n$10

  12. Seamlessly Forward WhatsApp Messages to Chatwoot with Media Support

    Automate the forwarding of WhatsApp messages, including media, to Chatwoot using the Evolution API. This workflow centralizes customer interactions, ensuring support teams have a unified view of conversations.

    n8nFree

  13. Automate Cold Email Campaigns with Gmail and Google Sheets

    Streamline your cold email outreach by automating personalized email sequences using Gmail and Google Sheets. This workflow ensures efficient tracking and delivery of emails to prospects.

    n8nFree

  14. Search Outlook Emails Using Natural Language with OpenAI Integration

    This workflow enables you to search your Outlook mailbox using natural language queries. By leveraging OpenAI, it transforms your query into a search term, retrieves relevant emails, and presents them in a ranked table format.

    n8nFree

  15. Basic Automatic Gmail Email Labeling with OpenAI and Gmail API

    ## Description This workflow automates email categorization in Gmail using the Gmail API and OpenAI's language model. It periodically checks for new emails, reads their content, and categorizes them based on existing Gmail labels. If no matching label is found, the workflow creates a new label and assigns it to the email. ## Key Features - **Polling for Emails**: The workflow triggers every 5 minutes to check for new emails using the Gmail Trigger node. - **Reading Labels**: Existing Gmail labels are fetched to determine the most relevant match for email categorization. - **Dynamic Labeling**: If no existing label matches, a new label is created dynamically based on the email's content. - **OpenAI Integration**: The workflow uses OpenAI's Chat model to analyze email content and suggest or create appropriate labels. - **Email Categorization**: Labels are applied to emails, ensuring they are organized in Gmail's structure. The workflow also removes less relevant emails (e.g., ads) from the inbox. ## Nodes in Use 1. **Gmail Trigger**: Polls Gmail every 5 minutes for new emails. 2. **Gmail - Read Labels**: Fetches all existing Gmail labels. 3. **Gmail - Get Message**: Retrieves the full content of a specific email. 4. **Gmail - Add Label to Message**: Assigns a chosen label to the email. 5. **Gmail - Create Label**: Creates a new label if necessary. 6. **OpenAI Chat Model**: Analyzes email content for categorization. 7. **Memory Buffer**: Retains context for email analysis across multiple iterations. 8. **Wait Node**: Adds a buffer period to manage email processing. ## Prerequisites - **Gmail API Setup**: Ensure Gmail OAuth2 credentials are configured in n8n. - **OpenAI API Key**: Configure OpenAI credentials for email analysis. - **Labeling Standards**: Maintain a consistent Gmail label structure for better organization. ## Instructions 1. Add your Gmail API credentials to the Gmail nodes. 2. Add your OpenAI API credentials to the OpenAI Chat Model node. 3. Activate the workflow. It will start polling for new emails every 5 minutes. 4. Monitor and refine the categorization logic if necessary to ensure alignment with Gmail's organizational needs. ## Use Case Ideal for individuals or teams handling high email volumes who want to maintain an organized inbox and automate repetitive categorization tasks. Note: You can improve the prompt to get better results from the agent by giving it more personal rules on how to categorize.

    n8nFree

  16. Automate WhatsApp Bulk Messaging from Google Sheets

    Efficiently send bulk WhatsApp messages using Google Sheets and the WhatsApp Business Cloud API. Ideal for marketing teams and businesses managing high-volume outreach.

    n8nFree

  17. Automate Daily News Summaries with OpenAI and Perplexity AI via Zalo and Telegram

    This n8n workflow automates the process of fetching, summarizing, and delivering daily news articles from multiple RSS feeds. It generates a concise summary using OpenAI and Perplexity AI, translating it into Vietnamese, and sends it via Zalo and Telegram.

    n8nFree

  18. Generate AI-Summarized Newsletter Drafts from RSS Feeds with GPT-4 and Gmail

    ## **How it works** Every hour, the workflow checks the RSS feed https://www.artificialintelligence-news.com/feed/ for new articles. For each new item, it extracts the title, snippet, and full content, then sends them to an AI model to summarize and optionally translate. The processed summary is passed to another AI model (with a personalized "Patrik" assistant tone) to generate a newsletter-style text. Finally, the result is saved as a draft email in Gmail, ready to review and send. ## How to use - Set your preferred language in the Information Extractor system prompt. - Update the RSS feed URL if you want to pull articles from a different source. - Customize the assistant tone in the Message a model node for your newsletter style. - Connect your Gmail account to the Create a draft node. - Activate the workflow - every hour it will fetch new articles, generate newsletter content, and save them as Gmail drafts. ## Customising this workflow - Change the source: Replace the RSS feed URL in the RSS Feed trigger node. - Language & length: Edit the system prompt in the Information Extractor to set your preferred language and summary style. - Tone & format: Adjust the Message a model node to define the assistant's personality, structure (headlines, bullets, Q&A), or output as HTML. - Email settings: Change the subject, sender, or draft folder in the Create a draft node. - Frequency: Modify the trigger schedule to run daily, weekly, or at custom intervals.

    n8nFree

  19. Automate WhatsApp Q&A and Booking with AI and Google Sheets

    This workflow transforms WhatsApp chats into instant answers and real-time bookings using AI. It integrates Gemini embeddings and Pinecone for knowledge retrieval, logging reservations directly into Google Sheets.

    n8nFree

  20. Automate Gmail Email Classification with OpenAI's GPT-5

    Automatically classify and label Gmail emails using OpenAI's GPT-5 model to streamline inbox management and improve email organization.

    n8nFree

  21. Automate Email Drafting and News Research with AI and MCP

    Leverage AI to automate news research and email drafting using OpenAI, Gmail, Tavily, and Perplexity through MCP servers. This workflow enables seamless chat-based interactions for efficient research and outreach.

    n8nFree
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