Integration
Connect FreeScout to Qdrant
When Conversation Created fires in FreeScout, your agent runs Add collection in Qdrant. 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 FreeScout and Qdrant to do together?
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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)Grok
Open grok.com/connectors, choose New Connector, then Custom, and paste the address. Grok signs you in in your browser.
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 FreeScout can start in Qdrant
When Conversation Created in FreeScout
then Add collection in Qdrant
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 FreeScout and Qdrant
Triggers and actions 3 triggers · 40 actions
- Conversation Created
Triggers when a new conversation is created in FreeScout.
- New Customer
Triggers when a new customer is created in FreeScout.
- New or Updated Conversation
Triggers when a FreeScout conversation is created or updated.
- Create Customer
Creates a FreeScout customer. If a customer with the email already exists, none is created.
- Create Thread
Adds a customer reply, agent reply or internal note to a FreeScout conversation.
- Create Timelog
Logs a finished time entry of the given duration on a FreeScout conversation (Time Tracking module).
- Create User
Creates a regular FreeScout user (no invitation email; no mailbox access by default).
- Delete Conversation
Deletes a FreeScout conversation permanently.
- Delete User
Deletes a FreeScout user.
- Get Conversation
Returns one FreeScout conversation by ID, with its threads and tags.
- Get Current User
Returns the FreeScout user who owns the API key (works only with a per-user API key).
- Get Customer
Returns one FreeScout customer by ID, with their name, company, emails and phones.
- Get Report
Returns metrics and chart data for a FreeScout report (conversations, productivity, satisfaction or time); requires the Reports module.
- Get User
Returns one FreeScout user by ID.
- List Conversations
Returns FreeScout conversations matching the filters you give, newest first.
- List Conversation Timelogs
Returns the time-tracking entries logged on a FreeScout conversation (Time Tracking module).
- List Customers
Returns FreeScout customers matching the filters you give, such as email or name.
- List Mailbox Custom Fields
Returns the custom fields defined for a FreeScout mailbox.
- List Mailboxes
Returns the FreeScout mailboxes, optionally only those a given user can access.
- List Mailbox Folders
Returns the folders of a FreeScout mailbox with their conversation counts.
- List Tags
Returns FreeScout tags, optionally only the tags on one conversation.
- List Timelogs
Returns FreeScout time-tracking entries, optionally filtered by conversation, user and date range.
- List Users
Returns FreeScout users, optionally looked up by email.
- Update Conversation
Changes a FreeScout conversation's status, assignee, mailbox, customer or subject.
- Update Conversation Custom Fields
Sets one custom field value on a FreeScout conversation. For a dropdown field, pass the option's ID.
- Update Conversation Tags
Replaces all tags on a FreeScout conversation with the list you give; missing tags are created, and an empty list removes all tags.
- Update Customer
Updates a FreeScout customer's name, contact details, company or notes.
- Update Customer Fields
Sets one customer field value on a FreeScout customer (Customer Fields module).
- Add collection
Creates a new Qdrant collection with the given name and vector configuration.
- Add payload index
Creates a payload index on a field of a Qdrant collection so that filters on that field run fast.
- Add points
Adds points (vectors with optional payloads) to a Qdrant collection, overwriting any existing point with the same id.
- Add snapshot
Creates a new snapshot of a Qdrant collection and returns the snapshot's name, size and checksum.
- Count points
Returns the number of points in a Qdrant collection, optionally only those matching a payload filter.
- Delete collection
Deletes a Qdrant 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 closest to the vector you supply, ranked by similarity score, with their payloads.
- Get collection
Returns the details of a Qdrant collection: its status, point and vector counts, segment count, configuration and payload index schema.
- Get point
Returns a single point from a Qdrant collection, including its payload and vector.
- List collections
Returns the names of all collections in your Qdrant cluster.
- List points
Returns the points stored in a Qdrant collection, optionally narrowed by a payload filter and ordered by a payload field.
- List snapshots
Returns every snapshot stored for a Qdrant collection, with each snapshot's file name, creation time, size and checksum.
- 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 points in a Qdrant collection, chosen by point ids or a filter. Keys you supply are added or overwritten; other existing payload keys are kept.
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
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More into Qdrant
Questions
FreeScout and Qdrant, answered
What can start an automation from FreeScout?
Any of FreeScout's 3 triggers in the catalog, including Conversation Created, New Customer and New or Updated Conversation. Describe the moment in plain language and your agent picks the right one.
What can your agent do in Qdrant when something happens in FreeScout?
Any of Qdrant'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 to FreeScout?
Qdrant has no triggers in the catalog today, so automations start in FreeScout. If you need the other direction, ask: your agent reads Qdrant's API documentation and adds it.
Do I have to build a connector for FreeScout or Qdrant?
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 FreeScout and Qdrant 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.