Integration
Connect CRM in Cloud to Qdrant Vector Store
When New or Updated Company fires in CRM in Cloud, your agent runs Add collection in Qdrant Vector Store. Describe the whole flow and it is built, tested on every scenario and kept running.
What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it.
Build solutions, not workarounds.
What do you want CRM in Cloud and Qdrant Vector Store to do together?
Ask the assistant
Connect your AI client
Give your AI client this address.
https://mcp.apiant.aiOne 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.aiStart Claude Code there, approve the server, and sign in in the browser page it opens.
Claude Code guide (opens in a new tab)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)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)Zed
Open Settings, then AI, then MCP Servers, then Add Server, then Add Remote Server.
Setup guide (opens in a new tab)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)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)Example flows
What CRM in Cloud can start in Qdrant Vector Store
When New or Updated Company in CRM in Cloud
then Add collection in Qdrant Vector Store
When New or Updated Contact in CRM in Cloud
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 CRM in Cloud and Qdrant Vector Store
Triggers and actions 4 triggers · 22 actions
Trigger
New or Updated CompanyTriggers when a given action is performed on Company.
Trigger
New or Updated ContactTriggers when a given action is performed on Contact.
Trigger
New or Updated LeadTriggers when a given action is performed on Lead.
Trigger
New or Updated OpportunityTriggers when a given action is performed on Opportunity.
Action
Create or Update ActivityCreates a new activity in CRM in Cloud, or updates an existing one when an Activity ID is supplied. Returns the id of the activity.
Action
Create or Update CompanyCreates a new Company, or update an exising one specifying its ID field value.
Action
Create or Update ContactCreates a new Contact, or update an exising one specifying its ID field value.
Action
Create or Update LeadCreates a new Lead, or update an exising one specifying its ID field value.
Action
Create or Update OpportunityCreates a new Opportunity, or update an exising one specifying its ID field value.
Action
Find Anagraphic Emails in ListFinds the email addresses of the companies, contacts or leads that belong to a CRM in Cloud list, optionally narrowed to one email address, one record, or one email type.
Action
Find CompanyReturns up to 100 companies that match the specified search filter.
Action
Add collectionCreates a new Qdrant collection with the vector size, distance metric and storage settings you choose.
Action
Add payload indexCreates a payload index on a field of a Qdrant collection so filters and searches on that field run faster.
Action
Add pointsAdds points (vectors with optional payloads) to a Qdrant collection, overwriting any existing points that have the same ids.
Action
Add snapshotCreates a new snapshot of a Qdrant collection and returns the snapshot's name, size, checksum and creation time.
Action
Count pointsReturns how many points in a Qdrant collection match an optional filter, or the total number of points when no filter is given.
Action
Delete collectionDeletes a collection and all of the points and data stored in it.
Action
Delete pointsDeletes points from a Qdrant collection, either by a list of point ids or by every point matching a filter.
Action
Find points by vectorReturns the points in a collection whose vectors are nearest to the vector you supply, ranked by similarity score, with their payloads.
Action
Get collectionReturns the details of a collection: its status, point and segment counts, vector and index configuration, and payload schema.
Action
Get pointReturns a single point from a Qdrant collection by its id, including its payload and vector.
Action
List collectionsReturns the names of every collection in your Qdrant instance.
Action
List pointsReturns the points stored in a Qdrant collection, optionally narrowed by a filter and ordered by a payload field, fetching every page.
Action
List snapshotsReturns every snapshot taken of a collection, with each snapshot's name, size, checksum and creation time.
Action
Update collectionUpdates the settings of an existing Qdrant collection, such as its vector, index, optimizer, quantization, strict-mode or metadata parameters.
Action
Update point payloadSets 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.
No trigger or action matches that. Ask your agent to add it: it reads the API documentation and builds what you describe.
Each app on its own
Reviews
What our customers say
More from CRM in Cloud
CRM in Cloud to Dungeons and Dragons (Alternate)Open5e is a database of Dungeons and Dragons 5th Edition content drawn from the System Reference Document...
CRM in Cloud to ip-apiip-api resolves an IP address or domain name to a physical location.
CRM in Cloud to HubSpotHubSpot is your all-in-one stop for all of your marketing software needs.
CRM in Cloud to SalesforceSalesforce is a leading enterprise customer relationship management (CRM) platform.
CRM in Cloud to SlackSlack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...
CRM in Cloud to Google SheetsGoogle Sheets
More into Qdrant Vector Store
HubSpot to Qdrant Vector StoreHubSpot is your all-in-one stop for all of your marketing software needs.
Salesforce to Qdrant Vector StoreSalesforce is a leading enterprise customer relationship management (CRM) platform.
Slack to Qdrant Vector StoreSlack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...
Google Sheets to Qdrant Vector StoreGoogle Sheets
Gmail to Qdrant Vector StoreGmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...
Google Calendar to Qdrant Vector StoreGoogle Calendar is a time management tool providing scheduling features, event reminders, and integration...
Questions
CRM in Cloud and Qdrant Vector Store, answered
What can start an automation from CRM in Cloud?
Any of CRM in Cloud's 4 triggers in the catalog, including New or Updated Company, New or Updated Contact, New or Updated Lead and New or Updated Opportunity. 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 CRM in Cloud?
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 CRM in Cloud?
Qdrant Vector Store has no triggers in the catalog today, so automations start in CRM in Cloud. 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 CRM in Cloud 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 CRM in Cloud 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.