Build solutions, not workarounds.
What do you want Gong 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)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 Gong can start in Qdrant
When New User in Gong
then Add collection in Qdrant
When New User in Gong
then Add payload index 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 Gong and Qdrant
Triggers and actions 1 trigger · 46 actions
Trigger
New UserTriggers when a new user is added to your Gong company.
Action
Add a "Content Shared" Event Into Gong's Activity TimelineAdds a "Content Shared" event to Gong's activity timeline, recording that a Gong user shared a piece of content (such as a contract or proposal) with external recipients.
Action
Add a "Content Viewed" Event Into Gong's Activity TimelineRecords that an external participant viewed a piece of content (for example a contract or presentation) as an event on Gong's activity timeline.
Action
Add a "Custom Action" Event Into Gong's Activity TimelineAdds a custom action event, such as a contract signed by a prospect, to Gong's activity timeline.
Action
Add CallCreates a new call record in Gong, optionally with a link Gong downloads the recording from.
Action
Add Call MediaUploads a recording file to a call previously created in Gong with Add Call.
Action
Add Digital InteractionPosts a digital interaction (such as a page view or link click) by a person into Gong's activity timeline.
Action
Ask About EntityAsks Gong AI a natural-language question about a CRM account, deal, contact or lead and returns the answer, generated from that entity's calls and emails. Consumes Gong credits.
Action
Assign Prospects to FlowAssigns up to 100 CRM contacts or leads to a Gong Engage flow, owned by the Gong user you name.
Action
Create MeetingCreates a new Gong meeting for an organizer and invitees, returning the meeting id and join link.
Action
Delete MeetingDeletes a meeting that was created in Gong.
Action
Find CallsFinds Gong calls by call ids, host users, workspace or date range and returns their detailed data, such as participants, topics, trackers and highlights.
Action
Find Flow by NameFinds Gong Engage flows whose name contains the text you give, among the flows visible to a chosen Gong user. Returns up to 50 matches, best matches first.
Action
Find UsersFinds Gong users by their user ids and/or creation date range, returning each user's profile and settings.
Action
Generate Entity BriefGenerates an AI brief, configured in Gong's Agent Studio, for a CRM account, deal, contact or lead from its associated calls and emails. Consumes Gong credits.
Action
Get CallReturns the details of a single Gong call, such as its title, host, start time, duration and direction.
Action
Get Call TranscriptsReturns the transcripts of Gong calls, either for specific calls or for all calls in a date range, with each speaker's sentences and timings.
Action
Get CRM ObjectsReturns uploaded CRM objects (accounts, contacts, deals or leads) from a Gong Generic CRM integration by their CRM ids.
Action
Get UserReturns a Gong user's profile, including name, email, title, manager, active status and recording settings.
Action
List CallsReturns the calls recorded in Gong that started within a date range, optionally limited to one workspace.
Action
List Calls in Library FolderReturns the calls saved in a Gong library folder, with each call's title, note, snippet and link.
Action
List FlowsReturns the Gong Engage flows available to a user: company flows plus their personal and shared flows.
Action
List Library FoldersReturns the public Gong call library folders, optionally limited to one workspace.
Action
List Prospect FlowsReturns the Gong Engage flows assigned to the given prospects (by CRM prospect ID) or to the given flow instances.
Action
List TasksReturns the Engage tasks assigned to a Gong user, filtered by task type, action and status.
Action
List UsersReturns all of the company's users in Gong, with their contact details, manager and settings.
Action
List WorkspacesReturns all of the company's Gong workspaces, with each workspace's id, name and description.
Action
Unassign Flows by CRM Prospect IDRemoves a prospect (contact or lead) from the Gong Engage flows they are assigned to — all of them, or just one flow if you choose it. Returns the flow instances the prospect was removed from.
Action
Unassign Flows by Flow Instance IDRemoves prospects from Gong Engage flows by flow instance id and returns the instances that were successfully unassigned.
Action
Update MeetingUpdates an existing Gong meeting's time, title, invitees and conferencing provider.
Action
Update TaskUpdates the status, due date or priority of an existing Gong Engage task.
Action
Upload CRM ObjectsUploads a batch of CRM accounts, contacts, deals, leads, business users or stages into Gong for a registered CRM integration. Processing happens asynchronously after upload.
Action
Add collectionCreates a new Qdrant collection with the given name and vector configuration.
Action
Add payload indexCreates a payload index on a field of a Qdrant collection so that filters on that field run fast.
Action
Add pointsAdds points (vectors with optional payloads) to a Qdrant collection, overwriting any existing point with the same id.
Action
Add snapshotCreates a new snapshot of a Qdrant collection and returns the snapshot's name, size and checksum.
Action
Count pointsReturns the number of points in a Qdrant collection, optionally only those matching a payload filter.
Action
Delete collectionDeletes a Qdrant collection and all of the points and data stored in it.
Action
Delete pointsDeletes points from a Qdrant collection, either by a list of point ids or by every point matching a filter.
Action
Find points by vectorReturns the points in a collection whose vectors are closest to the vector you supply, ranked by similarity score, with their payloads.
Action
Get collectionReturns the details of a Qdrant collection: its status, point and vector counts, segment count, configuration and payload index schema.
Action
Get pointReturns a single point from a Qdrant collection, including its payload and vector.
Action
List collectionsReturns the names of all collections in your Qdrant cluster.
Action
List pointsReturns the points stored in a Qdrant collection, optionally narrowed by a payload filter and ordered by a payload field.
Action
List snapshotsReturns every snapshot stored for a Qdrant collection, with each snapshot's file name, creation time, size and checksum.
Action
Update collectionUpdates the settings of an existing Qdrant collection, such as its vector, index, optimizer, quantization, strict-mode or metadata parameters.
Action
Update point payloadSets 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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Questions
Gong and Qdrant, answered
What can start an automation from Gong?
Any of Gong's 1 trigger in the catalog, including New User. Describe the moment in plain language and your agent picks the right one.
What can your agent do in Qdrant when something happens in Gong?
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 Gong?
Qdrant has no triggers in the catalog today, so automations start in Gong. 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 Gong 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 Gong 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.