Integration
Connect Recruiterflow to Qdrant Vector Store
When Deal Stage Changed fires in Recruiterflow, 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 Recruiterflow 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 Recruiterflow can start in Qdrant Vector Store
When Deal Stage Changed in Recruiterflow
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 Recruiterflow and Qdrant Vector Store
Triggers and actions 6 triggers · 34 actions
- Deal Stage Changed
Triggers when a deal moves to a new pipeline stage in Recruiterflow.
- New Candidate Created
Triggers when a new candidate is added to Recruiterflow.
- New Contact Created
Triggers when a new contact is added in Recruiterflow.
- New Deal Created
Triggers when a new deal is created in Recruiterflow.
- Placement Record Created
Triggers when a new placement record is created in Recruiterflow.
- Placement Record Updated
Triggers when a placement record is created or edited in Recruiterflow.
- Add call
Logs a call in Recruiterflow against candidates, clients, contacts, deals or jobs.
- Add candidate note
Adds a note to a candidate record in Recruiterflow.
- Add candidate to job
Adds a candidate to a job's pipeline, under the Sourced stage by default or as Applied.
- Add contact
Creates a contact in Recruiterflow and returns the new contact's id.
- Add deal
Creates a new deal in Recruiterflow with its amount, stage, owner, linked contacts and custom field values.
- Get candidate
Returns a candidate's full profile, including contact details, jobs, files, notes and custom fields.
- Get client
Returns a client company's full details, including contacts, open and closed jobs, notes and custom fields.
- Get contact
Returns a contact's full record, including company, notes and custom fields.
- Get deal
Returns the details of a single Recruiterflow deal, including its pipeline stage, owner, client company, amount and custom fields.
- List candidates
Returns all candidates in the Recruiterflow account, optionally with their files and notes.
- List contacts
Returns the contacts in your Recruiterflow account with their details and custom fields.
- List jobs
Returns the jobs in your Recruiterflow account, optionally only open ones, with their details and custom fields.
- List users
Returns all users in the Recruiterflow account, with their names, emails and roles.
- Update candidate
Updates an existing candidate in Recruiterflow. Any field you fill in replaces that field's current value; fields left blank are not changed.
- Update candidate stage
Moves a candidate to a stage in a job's pipeline in Recruiterflow.
- Update client
Updates an existing client company in Recruiterflow, including its details, location, tags and custom fields.
- Update contact
Updates an existing contact in Recruiterflow. Only the fields you fill in are changed; a filled-in field replaces its existing value.
- Update deal
Updates an existing Recruiterflow deal's name, amount, stage, dates, owner, linked contacts and custom fields.
- Update job
Updates an existing job in Recruiterflow, such as its title, status, openings, salary range, locations, hiring team or custom fields.
- 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
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Questions
Recruiterflow and Qdrant Vector Store, answered
What can start an automation from Recruiterflow?
Any of Recruiterflow's 6 triggers in the catalog, including Deal Stage Changed, New Candidate Created, New Contact Created and New Deal Created. 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 Recruiterflow?
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 Recruiterflow?
Qdrant Vector Store has no triggers in the catalog today, so automations start in Recruiterflow. 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 Recruiterflow 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 Recruiterflow 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.