--- title: "Connect 2Chat to Qdrant - APIANT.ai" description: "When \"Incoming Call Completed\" fires in 2Chat, your agent runs \"Add collection\" in Qdrant." canonical: "https://apiant.ai/connect/2chat-to-qdrant" --- # Connect 2Chat to Qdrant When **Incoming Call Completed** fires in [2Chat](https://apiant.ai/connections/2chat), your agent runs **Add collection** in [Qdrant](https://apiant.ai/connections/qdrant). Describe the whole flow and it is built, tested on every scenario and kept running. 2Chat **13** triggers 2Chat **1** action Qdrant **15** actions What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it. ## What do you want 2Chat and Qdrant to do together? Give your AI client this address. `https://mcp.apiant.ai` One connection does both: ask your client to act in an app once, or have it build an automation that keeps running. Any client that takes a remote MCP server. Nothing to install. Create your free account, then sign in once in your browser. ### Set it up in your client ### Claude Code Run this in the directory you want to work in. `claude mcp add --transport http -s project apiant-ai https://mcp.apiant.ai` Start Claude Code there, approve the server, and sign in in the browser page it opens. [Claude Code guide (opens in a new tab)](https://apiant.ai/docs/mcp/claude-code) ### Claude, web and desktop Open Customize, then Connectors, then Add custom connector, and paste the address. On Team and Enterprise an owner adds it first. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Cursor Add the address to your MCP configuration as a server URL. Cursor signs you in in your browser. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Zed Open Settings, then AI, then MCP Servers, then Add Server, then Add Remote Server. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Codex and the ChatGPT desktop app Open Settings, then MCP servers, then Add server, and choose Streamable HTTP. From the terminal, Codex takes the address with its own add command and then signs you in. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Any other MCP client Paste the address where the client asks for a remote MCP server URL, and name the server apiant-ai where it lets you. APIANT's skills reach the client over the same connection. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) Example flows ## What 2Chat can start in Qdrant - When **Incoming Call Completed** in 2Chat then **Add collection** in Qdrant - When **New WhatsApp Conversation** in 2Chat then **Add payload index** in Qdrant Starting points drawn from the triggers and actions in the catalog today. Describe the flow you need, at any depth, and your agent builds it and tests every scenario before it ships. Everything your agent can do with 2Chat and Qdrant ## Triggers and actions 13 triggers · 16 actions - Trigger **Call Status Update** Triggers when a call changes state. E.g.: ringing, missed, answered, canceled, completed, etc. - Trigger **Incoming Call Completed** Triggers when an incoming phone call is completed (answered or missed). - Trigger **New WhatsApp Conversation** Triggers when a new WhatsApp conversation is started on your 2Chat connected number. - Trigger **New WhatsApp Message** Triggers when a new message is either sent or received on 2Chat. Works for messages sent by agents or sent by your users/customers. - Trigger **Outgoing Call Completed** Triggers when an outgoing phone call is completed (answered or canceled). - Trigger **Participant Joined a WhatsApp Group** Triggers when someone joins a WhatsApp Group - Trigger **Participant Left a WhatsApp Group** Triggers when someone leaves a WhatsApp Group - Trigger **Participant Was Removed From a WhatsApp Group** Triggers when someone is removed from a WhatsApp Group - Trigger **WhatsApp Audio Message Transcribed** Triggers when a new WhatsApp audio message is transcribed to text. - Trigger **WhatsApp Call Made** Triggers when a new WhatsApp call is made from your connected number. - Trigger **WhatsApp Call Received** Triggers when a new WhatsApp call is received on your connected number. - Trigger **WhatsApp Group Message Received** Triggers when a new WhatsApp Group Message is received - Trigger **WhatsApp Order Received** Triggers when a WhatsApp Order is received on your 2Chat connected number. - Action **Create Contact** Creates a Contact in 2Chat - Action **Add collection** Creates a new Qdrant collection with the given name and vector configuration. - Action **Add payload index** Creates a payload index on a field of a Qdrant collection so that filters on that field run fast. - Action **Add points** Adds points (vectors with optional payloads) to a Qdrant collection, overwriting any existing point with the same id. - Action **Add snapshot** Creates a new snapshot of a Qdrant collection and returns the snapshot's name, size and checksum. - Action **Count points** Returns the number of points in a Qdrant collection, optionally only those matching a payload filter. - Action **Delete collection** Deletes a Qdrant collection and all of the points and data stored in it. - Action **Delete points** Deletes points from a Qdrant collection, either by a list of point ids or by every point matching a filter. - Action **Find points by vector** Returns the points in a collection whose vectors are closest to the vector you supply, ranked by similarity score, with their payloads. - Action **Get collection** Returns the details of a Qdrant collection: its status, point and vector counts, segment count, configuration and payload index schema. - Action **Get point** Returns a single point from a Qdrant collection, including its payload and vector. - Action **List collections** Returns the names of all collections in your Qdrant cluster. - Action **List points** Returns the points stored in a Qdrant collection, optionally narrowed by a payload filter and ordered by a payload field. - Action **List snapshots** Returns every snapshot stored for a Qdrant collection, with each snapshot's file name, creation time, size and checksum. - Action **Update collection** Updates the settings of an existing Qdrant collection, such as its vector, index, optimizer, quantization, strict-mode or metadata parameters. - Action **Update point payload** Sets payload values on points in a Qdrant collection, chosen by point ids or a filter. Keys you supply are added or overwritten; other existing payload keys are kept. ## Each app on its own - [ **2Chat** 2Chat is a conversational commerce automation tool for WhatsApp, Instagram, Messenger, and SMS.](https://apiant.ai/connections/2chat) - [ **Qdrant** Vector database and search engine for similarity search, RAG, recommendations, and AI agent retrieval at...](https://apiant.ai/connections/qdrant) Reviews ## What our customers say ## More from 2Chat - [ **2Chat to HubSpot** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/2chat-to-hubspot) - [ **2Chat to Salesforce** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/2chat-to-salesforce) - [ **2Chat to GatewayAPI SMS** GatewayAPI SMS is an API service providing out- and ingoing SMS message services at competitive prices.](https://apiant.ai/connect/2chat-to-gatewayapi-sms) - [ **2Chat to Slack** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/2chat-to-slack) - [ **2Chat to Google Sheets** Google Sheets](https://apiant.ai/connect/2chat-to-google-sheets) - [ **2Chat to Gmail** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/2chat-to-gmail) ## More into Qdrant - [ **HubSpot to Qdrant** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/hubspot-to-qdrant) - [ **Salesforce to Qdrant** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/salesforce-to-qdrant) - [ **Slack to Qdrant** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/slack-to-qdrant) - [ **Google Sheets to Qdrant** Google Sheets](https://apiant.ai/connect/google-sheets-to-qdrant) - [ **Gmail to Qdrant** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/gmail-to-qdrant) - [ **Google Calendar to Qdrant** Google Calendar is a time management tool providing scheduling features, event reminders, and integration...](https://apiant.ai/connect/google-calendar-to-qdrant) Questions ## 2Chat and Qdrant, answered ### ### What can start an automation from 2Chat? Any of 2Chat's 13 triggers in the catalog, including Incoming Call Completed, New WhatsApp Conversation, New WhatsApp Message and Outgoing Call Completed. Describe the moment in plain language and your agent picks the right one. ### ### What can your agent do in Qdrant when something happens in 2Chat? Any of Qdrant's 15 actions, including Update collection, Update point payload, Add collection and Add payload index. Your agent maps the data both ways and tests every scenario before it ships. ### ### Can it also run from Qdrant to 2Chat? Qdrant has no triggers in the catalog today, so automations start in 2Chat. If you need the other direction, ask: your agent reads Qdrant's API documentation and adds it. ### ### Do I have to build a connector for 2Chat or Qdrant? No. Both are in the catalog with their triggers and actions. You describe the automation; your agent builds it, tests every scenario and keeps it running. ### ### Can my AI client use 2Chat and Qdrant without building an automation? Yes. With your AI client connected to APIANT, ask it to do something in either app once and it runs that action on the spot. Ask for an automation and your agent builds it, tests every scenario and keeps it running. One connection covers both. ### ### What happens when something fails? Your agent works that out for you. It plans the failure paths along with the happy path, then tests every scenario before it ships. ### ### Is there a free plan? Yes. Every plan includes the agent, including free, and building from your own AI client spends no assistant credits.