Integration
Connect Freshservice to Qdrant Vector Store
When New or Updated Change fires in Freshservice, 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 Freshservice 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)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 Freshservice can start in Qdrant Vector Store
When New or Updated Change in Freshservice
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 Freshservice and Qdrant Vector Store
Triggers and actions 10 triggers · 42 actions
- Deleted Ticket
Triggered when a ticket is deleted.
- New or Updated Change
Triggered by a new or updated change in Freshservice.
- New or Updated Release
Triggered by a new or updated release.
- Two-way sync new and updated changes
Triggered by new and updated changes
- Two-way sync new and updated problems with PagerDuty ID
A trigger for two-way syncing new and updated problems having a PagerDuty ID. Can only be used with two-way sync actions.
- Two-way sync new and updated releases
Triggered by new or updated release
- Two-way sync new and updated tickets
A trigger for two-way syncing new and updated tickets. Can only be used with two-way sync actions.
- Updated Change
Triggered when a change is updated (created_at differs from updated_at).
- Updated Problem
Triggered when a problem is updated (created_at != updated_at).
- Updated Release
Triggered when a release is updated.
- Add Attachment to a Ticket
Adds an attachment from a url to a specified ticket.
- Add Attachment to a Ticket (Cisco)
Adds an attachment from a url to a specified ticket.
- Add Note To A Problem
Adds a note to a problem provided its id.
- Add Note to a Ticket
Adds a private or public note to a ticket.
- Create Change
Creates a change.
- Create Problem
Creates a problem.
- Create Release
Creates a release.
- Create Ticket
Creates a new ticket in Freshservice.
- Delete change
Deletes a change request in Freshservice.
- Delete Problem
Deletes a problem given its ID.
- Delete Ticket
Deletes a ticket given its ID.
- Get agent
Returns the details of a single agent in Freshservice, including their custom field values.
- Get change
Returns a single change request by its ID, including its custom fields.
- Get problem
Returns a single Freshservice problem by its ID, including its custom fields.
- Get release
Returns a Freshservice release by its ID, including its planning details, associated assets and changes, and custom fields.
- Get requester
Returns a single requester's details, including contact info, departments and custom fields.
- Get Ticket
Retrieves a single ticket by ID.
- List Agents
Lists agents.
- List changes
Returns change requests in Freshservice, optionally filtered by view, requester or last-updated time.
- List problems
Returns the problems in your Freshservice account, optionally only those updated since a given time.
- List releases
Returns the releases in your Freshservice account, optionally only those updated since a given time.
- List Requesters
Lists requesters.
- List Tickets
Lists tickets, optionally filtered.
- Reply to a Ticket
Adds a public reply to a ticket.
- Two-way sync delete ticket
Deletes a ticket. For use only with two-way sync delete triggers.
- Update Change
Updates a change given its ID.
- Update Problem
Updates a problem given its ID.
- 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
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More into Qdrant Vector Store
Questions
Freshservice and Qdrant Vector Store, answered
What can start an automation from Freshservice?
Any of Freshservice's 10 triggers in the catalog, including New or Updated Change, New or Updated Release, Two-way sync new and updated changes and Two-way sync new and updated problems with PagerDuty ID. 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 Freshservice?
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 Freshservice?
Qdrant Vector Store has no triggers in the catalog today, so automations start in Freshservice. 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 Freshservice 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 Freshservice 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.