Integration
Connect Aimfox to Qdrant
When Campaign Created fires in Aimfox, 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 Aimfox and Qdrant 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 Aimfox can start in Qdrant
When Campaign Created in Aimfox
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 Aimfox and Qdrant
Triggers and actions 4 triggers · 36 actions
- Account Connected
Triggers when a new LinkedIn account is connected to your Aimfox workspace.
- Campaign Created
Triggers when a new campaign is created in your Aimfox workspace.
- New Connection
Triggers when a campaign target becomes a lead, for example by accepting your connection request.
- New Reply
Triggers when a new message arrives in one of your workspace's LinkedIn conversations.
- Add Company to Blacklist
Adds a LinkedIn company to your workspace blacklist by its company page URL.
- Add Note to Lead
Adds a note to a lead.
- Add Profile to Blacklist
Adds a LinkedIn profile to your workspace blacklist so no campaign targets it.
- Find Account Limits
Returns a LinkedIn account's daily Connect and InMail limits and its warm-up settings.
- Find Blacklisted Companies
Returns one page of the LinkedIn companies on your workspace blacklist.
- Find Blacklisted Profiles
Searches the LinkedIn profiles on your workspace blacklist and returns one page of matches.
- Find Campaign
Returns one Aimfox campaign with its state, schedule and settings.
- Find Campaign Custom Variables
Returns the custom variables set for every target in a campaign.
- Find Campaign Custom Variables for a Target
Returns the custom variables set for one target in a campaign.
- Find Campaigns
Returns the campaigns in your Aimfox workspace, optionally only inbound or outbound ones.
- Find Conversation Messages
Returns the messages in one LinkedIn conversation.
- Find Conversations
Returns the LinkedIn conversations in your workspace, newest first, optionally only unread ones.
- Find Interactions
Returns counts of outreach activity (connections sent and accepted, messages, InMails, replies, views) grouped by hour or day over a time range.
- Find Lead
Returns everything Aimfox holds about one lead.
- Find Lead Conversation
Returns the conversation URN for an account's conversation with a lead.
- Pause Campaign
Pauses an active Aimfox campaign.
- Read a Conversation
Marks a LinkedIn conversation as read.
- Remove Profile From Campaign
Removes a LinkedIn profile from an Aimfox campaign.
- Resume Campaign
Starts or resumes a paused Aimfox campaign.
- Send Message to Conversation
Sends a message into an existing LinkedIn conversation.
- Start Conversation
Starts a LinkedIn conversation with a member from one of your accounts and sends the first message; reuses an existing conversation if there is one.
- 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
Reviews
What our customers say
More from Aimfox
Aimfox to HubSpotHubSpot is your all-in-one stop for all of your marketing software needs.
Aimfox to SalesforceSalesforce is a leading enterprise customer relationship management (CRM) platform.
Aimfox to SlackSlack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...
Aimfox to Google SheetsGoogle Sheets is Google's online spreadsheet app for creating, editing and sharing spreadsheets.
Aimfox to GmailGmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...
Aimfox to Google CalendarGoogle Calendar is a time management tool providing scheduling features, event reminders, and integration...
More into Qdrant
Questions
Aimfox and Qdrant, answered
What can start an automation from Aimfox?
Any of Aimfox's 4 triggers in the catalog, including Campaign Created, New Connection, New Reply and Account Connected. Describe the moment in plain language and your agent picks the right one.
What can your agent do in Qdrant when something happens in Aimfox?
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 Aimfox?
Qdrant has no triggers in the catalog today, so automations start in Aimfox. 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 Aimfox 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 Aimfox 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.