--- title: "Connect MemberSpace to Qdrant Vector Store - APIANT.ai" description: "When \"Created Member Profile\" fires in MemberSpace, your agent runs \"Add collection\" in Qdrant Vector Store." canonical: "https://apiant.ai/connect/memberspace-to-qdrant-vector-store" --- # Connect MemberSpace to Qdrant Vector Store When **Created Member Profile** fires in [MemberSpace](https://apiant.ai/connections/memberspace), your agent runs **Add collection** in [Qdrant Vector Store](https://apiant.ai/connections/qdrant-vector-store). Describe the whole flow and it is built, tested on every scenario and kept running. MemberSpace **5** triggers MemberSpace **10** actions Qdrant Vector Store **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 MemberSpace and Qdrant Vector Store 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 MemberSpace can start in Qdrant Vector Store - When **Created Member Profile** in MemberSpace then **Add collection** in Qdrant Vector Store - When **New member event** in MemberSpace then **Add payload index** in Qdrant Vector Store 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 MemberSpace and Qdrant Vector Store ## Triggers and actions 5 triggers · 25 actions - Trigger **Canceled Membership** Triggers when a member cancels a membership plan (sets it to cancel) or a plan is removed from a member. - Trigger **Created Member Profile** Triggers when a new member signs up on your MemberSpace site, returning the member's profile. - Trigger **New member event** Triggers when a new activity event is recorded for a member, such as a log in, plan added, plan upgraded or card updated. - Trigger **New Membership** Triggers when a member is enrolled on a plan in your MemberSpace site, returning the new membership with its plan, status and billing details. - Trigger **Updated Member Profile** Triggers when a member's profile changes — their name, email, status, profile image or custom signup field answers. - Action **Find Member** Returns up to 100 members on your MemberSpace site that match the email, name, status, signup date or custom signup field answer you specify. - Action **Get plan** Returns a single membership plan from your MemberSpace site, including its name, status, type, pricing and expiration settings. - Action **List content views** Returns records of members viewing your Content Library content, optionally filtered by member, content item and view date. - Action **List coupon redemptions** Returns the members who redeemed a coupon, most recent first, with the membership and plan it was applied to. - Action **List coupons** Returns the discount coupons on your MemberSpace site, ordered by id. Optionally narrow the list to coupons with a specific code. - Action **List custom signup fields** Returns the custom signup fields defined on your MemberSpace site, including each field's id. - Action **List member events** Returns activity events recorded for your members, such as logins, plan changes and charges, optionally filtered by member, event type and date range. - Action **List memberships** Returns the memberships on your MemberSpace site, optionally filtered by plan, member, status, and creation, renewal or expiration date. - Action **List plans** Returns the active (non-archived) membership plans on your MemberSpace site, optionally filtered by plan type and status. - Action **List sites** Returns the MemberSpace sites your API key can access, with each site's name, domain, currency, locale and member counts. - Action **Add collection** Creates a new Qdrant collection with the vector size, distance metric and storage settings you choose. - Action **Add payload index** Creates a payload index on a field of a Qdrant collection so filters and searches on that field run faster. - Action **Add points** Adds points (vectors with optional payloads) to a Qdrant collection, overwriting any existing points that have the same ids. - Action **Add snapshot** Creates a new snapshot of a Qdrant collection and returns the snapshot's name, size, checksum and creation time. - Action **Count points** Returns how many points in a Qdrant collection match an optional filter, or the total number of points when no filter is given. - Action **Delete collection** Deletes a 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 nearest to the vector you supply, ranked by similarity score, with their payloads. - Action **Get collection** Returns the details of a collection: its status, point and segment counts, vector and index configuration, and payload schema. - Action **Get point** Returns a single point from a Qdrant collection by its id, including its payload and vector. - Action **List collections** Returns the names of every collection in your Qdrant instance. - Action **List points** Returns the points stored in a Qdrant collection, optionally narrowed by a filter and ordered by a payload field, fetching every page. - Action **List snapshots** Returns every snapshot taken of a collection, with each snapshot's name, size, checksum and creation time. - 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 the chosen points in a Qdrant collection, merging them into each point's existing payload. Pick the points by id or by a filter. ## Each app on its own - [ **MemberSpace** MemberSpace allows you to turn any part of your website into members-only with just a few clicks.](https://apiant.ai/connections/memberspace) - [ **Qdrant Vector Store** Vector database for storing embeddings and running similarity search with metadata filtering, via REST or...](https://apiant.ai/connections/qdrant-vector-store) Reviews ## What our customers say ## More from MemberSpace - [ **MemberSpace to Salesforce** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/memberspace-to-salesforce) - [ **MemberSpace to Slack** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/memberspace-to-slack) - [ **MemberSpace to Stripe** Stripe is a payment processing platform for online businesses.](https://apiant.ai/connect/memberspace-to-stripe) - [ **MemberSpace to Shopify** Shopify is a commerce platform for online stores and retail point-of-sale.](https://apiant.ai/connect/memberspace-to-shopify) - [ **MemberSpace to QuickBooks Online** QuickBooks Online accounting — manage customers, invoices, bills, payments, vendors, expenses, and more via...](https://apiant.ai/connect/memberspace-to-quickbooks-online) - [ **MemberSpace to Pipedrive** Pipedrive is a sales CRM and pipeline management tool.](https://apiant.ai/connect/memberspace-to-pipedrive) ## More into Qdrant Vector Store - [ **HubSpot to Qdrant Vector Store** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/hubspot-to-qdrant-vector-store) - [ **Salesforce to Qdrant Vector Store** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/salesforce-to-qdrant-vector-store) - [ **Slack to Qdrant Vector Store** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/slack-to-qdrant-vector-store) - [ **Google Sheets to Qdrant Vector Store** Google Sheets](https://apiant.ai/connect/google-sheets-to-qdrant-vector-store) - [ **Gmail to Qdrant Vector Store** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/gmail-to-qdrant-vector-store) - [ **Google Calendar to Qdrant Vector Store** Google Calendar is a time management tool providing scheduling features, event reminders, and integration...](https://apiant.ai/connect/google-calendar-to-qdrant-vector-store) Questions ## MemberSpace and Qdrant Vector Store, answered ### ### What can start an automation from MemberSpace? Any of MemberSpace's 5 triggers in the catalog, including Created Member Profile, New member event, New Membership and Updated Member Profile. Describe the moment in plain language and your agent picks the right one. ### ### What can your agent do in Qdrant Vector Store when something happens in MemberSpace? Any of Qdrant Vector Store'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 Vector Store to MemberSpace? Qdrant Vector Store has no triggers in the catalog today, so automations start in MemberSpace. If you need the other direction, ask: your agent reads Qdrant Vector Store's API documentation and adds it. ### ### Do I have to build a connector for MemberSpace or Qdrant Vector Store? 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 MemberSpace and Qdrant Vector Store 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.