Integration
Connect CATS to Qdrant Vector Store
When Candidate Updated fires in CATS, 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 CATS 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 CATS can start in Qdrant Vector Store
When Candidate Updated in CATS
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 CATS and Qdrant Vector Store
Triggers and actions 14 triggers · 37 actions
- Candidate Updated
Triggers when a candidate is updated in CATS.
- Company Status Changed
Triggers when a company's status is changed in CATS.
- Company Updated
Triggers when a company is updated in CATS.
- Contact Status Changed
Triggers when a contact's status changes in CATS.
- Contact Updated
Triggers when a contact is updated in CATS.
- Custom Trigger
Triggers when the CATS event you choose fires (any record type: candidate, company, contact, job, pipeline, activity or user).
- Job Status Changed
Triggers when a job's status changes in CATS, returning the job with its previous and new status ids.
- New Activity
Triggers when a new activity (call, email, meeting, note) is logged in CATS.
- New Candidate
Triggers when a new candidate is created in CATS.
- New Company
Triggers when a new company is created in CATS.
- New Contact
Triggers when a new contact is created in CATS.
- New Job
Triggers when a new job order is created in CATS.
- New Pipeline
Triggers when a candidate is added to a job's pipeline in CATS.
- Pipeline Updated
Triggers when a pipeline (a candidate's placement on a job) is updated in CATS.
- Add Candidate to Pipeline
Adds a candidate to a job's pipeline in CATS and returns the new pipeline record's id.
- Change Company Status
Changes the status of a company in CATS, optionally choosing which status-change triggers fire.
- Change Contact Status
Changes the status of a contact in CATS, optionally choosing which status triggers fire.
- Change Job Status
Changes the status of a job in CATS, optionally choosing which status triggers fire.
- Create a Candidate
Creates a new candidate record in CATS with contact details, address, pay, skills and custom field values.
- Create a Company
Creates a new company record in CATS and returns its ID.
- Create a Contact
Creates a contact in CATS linked to a company and owner, and returns the new contact's ID.
- Create a Job
Creates a new job order in CATS and returns its ID.
- Create a Task
Creates a task in CATS, optionally linked to a candidate, contact, company or job and assigned to a user.
- Find a Candidate
Searches CATS candidates by a keyword such as a name or email and returns the matching candidate records.
- Find a Company
Searches CATS companies by text and returns the matching companies.
- Find a Contact
Searches CATS contacts by text and returns the matching contacts.
- Find a Job
Searches CATS jobs by text and returns the matching jobs.
- Find a User
Finds CATS users whose email, username or name matches the search term.
- Get Activity
Returns a single CATS activity (call, email, meeting, note) by its ID, including the record it is logged against.
- Get Pipeline
Returns a single pipeline — a candidate's placement on a job — including its status, workflow and rating.
- Get Task
Returns a single CATS task by its ID, including its description, priority, due date, assignee, completion state and the record it concerns.
- Log Candidate Activity
Logs an activity (call, email, meeting or other) against a candidate in CATS.
- Update Candidate
Updates an existing candidate in CATS, including name, contact details, pay, availability and custom field values.
- Update Company
Updates an existing company in CATS, including its name, owner, contact details, address and custom field values.
- Update Contact
Updates an existing contact in CATS, including name, owner, company, title, contact details, address and custom field values.
- Update Pipeline
Updates the rating of a candidate's pipeline record on a job in CATS.
- 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
What our customers say
More from CATS
CATS to HubSpotHubSpot is your all-in-one stop for all of your marketing software needs.
CATS to SalesforceSalesforce is a leading enterprise customer relationship management (CRM) platform.
CATS to SlackSlack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...
CATS to Google SheetsGoogle Sheets
CATS to GmailGmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...
CATS to Google CalendarGoogle Calendar is a time management tool providing scheduling features, event reminders, and integration...
More into Qdrant Vector Store
Questions
CATS and Qdrant Vector Store, answered
What can start an automation from CATS?
Any of CATS's 14 triggers in the catalog, including Candidate Updated, Company Status Changed, Company Updated and Contact Status Changed. 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 CATS?
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 CATS?
Qdrant Vector Store has no triggers in the catalog today, so automations start in CATS. 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 CATS 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 CATS 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.