--- title: "Connect More Good Reviews to Qdrant Vector Store - APIANT.ai" description: "When \"Customers: New Customer\" fires in More Good Reviews, your agent runs \"Add collection\" in Qdrant Vector Store." canonical: "https://apiant.ai/connect/more-good-reviews-to-qdrant-vector-store" --- # Connect More Good Reviews to Qdrant Vector Store When **Customers: New Customer** fires in [More Good Reviews](https://apiant.ai/connections/more-good-reviews), 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. More Good Reviews **2** triggers More Good Reviews **34** 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 More Good Reviews 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 More Good Reviews can start in Qdrant Vector Store - When **Customers: New Customer** in More Good Reviews then **Add collection** in Qdrant Vector Store - When **Reviews: New Review** in More Good Reviews 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 More Good Reviews and Qdrant Vector Store ## Triggers and actions 2 triggers · 49 actions - Trigger **Customers: New Customer** Triggers when a new customer is added to your More Good Reviews project. - Trigger **Reviews: New Review** Triggers when a new review is collected for the project, optionally limited to a source, location, score, tag or review facet. - Action **Asks: Create Ask** Schedules a review request to a customer by email and/or SMS, with optional reminder messages. - Action **Charges: Create Charge** Records a revenue charge for a customer, identified by email or phone, from an external billing system. - Action **Charges: Delete Charge** Permanently deletes a mistaken charge (revenue event) from the project. - Action **Customers: Archive Customer** Archives a customer in your More Good Reviews project and cancels any unsent outreach messages to them. - Action **Customers: Cancel Customer Unsent Messages** Cancels a customer's scheduled outreach messages that have not been sent yet, without archiving or unsubscribing the customer. - Action **Customers: Create Customer** Creates a customer in your More Good Reviews project, or updates the existing customer that matches the email (or, failing that, the phone) you supply. - Action **Customers: Delete Customer** Deletes a customer from your More Good Reviews project. - Action **Customers: Get Customer** Returns one customer in your project, including their contact details, location and tags. - Action **Customers: List Customer Charges** Returns the revenue charges recorded for one customer, newest first. - Action **Customers: List Customer Messages** Returns the outreach message history (email and SMS review requests) for one customer. - Action **Customers: List Customers** Returns the project's customers, optionally filtered by search text, email, phone, tag, status facet or date range, and sorted. - Action **Customers: Resubscribe Customer** Resubscribes a customer who previously opted out, so review requests and other outreach can be sent to them again. - Action **Customers: Unarchive Customer** Restores an archived customer so review requests and integrations treat them as active again. - Action **Customers: Unsubscribe Customer** Unsubscribes a customer from future review-request outreach and cancels any messages not yet sent to them. - Action **Customers: Update Customer Notes** Replaces the internal notes stored on a More Good Reviews customer. - Action **Customers: Update Customer Tags** Replaces the tags assigned to a customer with the provided list of tag slugs. - Action **Locations: Get Location** Returns a single project location, including its name, display name, slug, store code and address. - Action **Locations: List Locations** Returns every active location on the More Good Reviews project, including each location's slug, store code and address. - Action **Locations: Update Location** Updates the name, public display name, slug, store code and address of a project location. Fields left blank are not changed. - Action **Messages: Delete Message** Deletes a scheduled or sent outreach message from the project. - Action **Reviews: Delete Review** Deletes a review from the More Good Reviews project. - Action **Reviews: List Reviews** Returns the project's reviews, optionally filtered by date range, facet, location, source, star rating or tag, and sorted by rating or date. - Action **Reviews: Mark Review Replied** Marks a review as replied (or clears its replied status) when the reply was handled outside More Good Reviews, without changing the stored reply text. - Action **Reviews: Update Review Duplicate Flag** Marks a review as a duplicate, or clears its duplicate mark. - Action **Reviews: Update Review Tags** Replaces all tags on a review with the given list of tag slugs. - Action **Reviews: Update Review Visibility** Shows or hides a review in More Good Reviews public displays. - Action **Sources: Create Source** Creates a review source in your More Good Reviews project, such as a platform where reviews are collected. - Action **Sources: Delete Source** Deletes a review source from the project when it is no longer used. - Action **Sources: List Sources** Returns the review sources (such as Google or Facebook) available for the project's reviews. - Action **Sources: Update Source** Updates the name, slug, color, or icon of an existing review source. - Action **Tags: Create Tag** Creates a tag in your More Good Reviews project for organizing customers or reviews. - Action **Tags: Delete Tag** Deletes a tag from the project, removing it from use on customers and reviews. - Action **Tags: List Tags** Returns the project's tags used to organize customers and reviews, optionally limited to customer or review tags. - Action **Tags: Update Tag** Updates an existing tag's name, slug, color, icon, or AI tagging settings. - 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 - [ **More Good Reviews** Get more good reviews from your customers.](https://apiant.ai/connections/more-good-reviews) - [ **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 More Good Reviews - [ **More Good Reviews to Salesforce** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/more-good-reviews-to-salesforce) - [ **More Good Reviews to Slack** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/more-good-reviews-to-slack) - [ **More Good Reviews to Stripe** Stripe is a payment processing platform for online businesses.](https://apiant.ai/connect/more-good-reviews-to-stripe) - [ **More Good Reviews to Shopify** Shopify is a commerce platform for online stores and retail point-of-sale.](https://apiant.ai/connect/more-good-reviews-to-shopify) - [ **More Good Reviews to QuickBooks Online** QuickBooks Online accounting — manage customers, invoices, bills, payments, vendors, expenses, and more via...](https://apiant.ai/connect/more-good-reviews-to-quickbooks-online) - [ **More Good Reviews to Pipedrive** Pipedrive is a sales CRM and pipeline management tool.](https://apiant.ai/connect/more-good-reviews-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 ## More Good Reviews and Qdrant Vector Store, answered ### ### What can start an automation from More Good Reviews? Any of More Good Reviews's 2 triggers in the catalog, including Customers: New Customer and Reviews: New Review. 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 More Good Reviews? 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 More Good Reviews? Qdrant Vector Store has no triggers in the catalog today, so automations start in More Good Reviews. 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 More Good Reviews 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 More Good Reviews 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.