Integration
Connect Copper to Qdrant Vector Store
When New Activity fires in Copper, 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 Copper 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 Copper can start in Qdrant Vector Store
When New Activity in Copper
then Add collection 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 Copper and Qdrant Vector Store
Triggers and actions 17 triggers · 37 actions
- New Activity
Triggers when a new activity is created.
- New Company
Triggers when a new Company is created in Copper.
- New Lead
Triggers when a Lead is created in Copper.
- New Opportunity
Triggers when an Opportunity is created in Copper.
- New Person
Triggers when a new Person is created in Copper.
- New Project
Triggers when a new Project is created in Copper.
- New Task
Triggers when a new Task is created in Copper.
- Updated Company
Triggers when a Person's Company is changed.
- Updated Contact Type
Triggers when a Person's Contact Type is changed.
- Updated Lead
Triggers when a Lead is changed.
- Updated Lead Status
Triggers when a Lead's status is changed.
- Updated Opportunity
Triggers when an Opportunity is changed.
- Updated Opportunity Stage
Triggers when an Opportunity's stage is changed.
- Updated Opportunity Status
Triggers when an Opportunity's status is changed.
- Updated Person
Triggers when a Person is changed.
- Updated Project
Triggers when a Project is changed.
- Updated Task
Triggers when a Task is changed.
- Associate to Project
This Action allows you to relate an existing Project to and existing CRM object; both objects have to exist before you run this Action. This Action expects two ID's for input: the ID of the CRM record you want to relate to and the Project ID you want to relate it with. This Action was designed to be used in multi-step Zaps, where you already have a Project ID and an related record ID (e.g. a Person) from previous steps.
- Create Activity
Logs a new Activity on a Person, Company, Opportunity, or Lead.
- Create Company
Creates a new Company.
- Create Lead
Creates a new Lead.
- Create Opportunity
Creates a new Opportunity.
- Create Person
Creates a new Person.
- Create Project
Creates a new Project.
- Create Task
Creates a new Task.
- Create/Update Company
Creates or Updates a Company depending on the match criteria.
- Create/Update Lead
Creates or Updates a Lead depending on the match criteria.
- Create/Update Opportunity
Creates or Updates an Opportunity based off of a match criteria.
- Create/Update Person
Creates or Updates a Person depending on the match criteria.
- Create/Update Project
Creates or Updates a Project depending on the match criteria.
- Search for a Company
Searches for an existing company in Copper.
- Search for an Activity
Searches for an existing activity in Copper.
- Search for a Opportunity
Searches for an existing opportunity in Copper.
- Search for a Person
Searches for an existing person in Copper.
- Search for a Project
Searches for an existing project in Copper.
- Update Company
Updates a Company depending on the match criteria.
- Update Opportunity
Updates an Opportunity based off of a match criteria.
- Update Person
Updates a Person depending on the match criteria.
- Update Project
Updates a Project depending on the match criteria.
- Add collection
Creates a new Qdrant collection with the vector size, distance metric and storage settings you choose.
- Add payload index
Creates a payload index on a field of a Qdrant collection so filters and searches on that field run faster.
- Add points
Adds points (vectors with optional payloads) to a Qdrant collection, overwriting any existing points that have the same ids.
- Add snapshot
Creates a new snapshot of a Qdrant collection and returns the snapshot's name, size, checksum and creation time.
- 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.
- Delete collection
Deletes a collection and all of the points and data stored in it.
- Delete points
Deletes points from a Qdrant collection, either by a list of point ids or by every point matching a filter.
- 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.
- Get collection
Returns the details of a collection: its status, point and segment counts, vector and index configuration, and payload schema.
- Get point
Returns a single point from a Qdrant collection by its id, including its payload and vector.
- List collections
Returns the names of every collection in your Qdrant instance.
- List points
Returns the points stored in a Qdrant collection, optionally narrowed by a filter and ordered by a payload field, fetching every page.
- List snapshots
Returns every snapshot taken of a collection, with each snapshot's name, size, checksum and creation time.
- Update collection
Updates the settings of an existing Qdrant collection, such as its vector, index, optimizer, quantization, strict-mode or metadata parameters.
- 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.
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
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Questions
Copper and Qdrant Vector Store, answered
What can start an automation from Copper?
Any of Copper's 17 triggers in the catalog, including New Activity, New Company, New Lead and New 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 Copper?
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 Copper?
Qdrant Vector Store has no triggers in the catalog today, so automations start in Copper. 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 Copper 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 Copper 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.