Integration
Connect Commusoft to Qdrant
When New Contact fires in Commusoft, 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 Commusoft 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 Commusoft can start in Qdrant
When New Contact in Commusoft
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 Commusoft and Qdrant
Triggers and actions 7 triggers · 62 actions
- New Contact
Triggers when a new contact is added to a customer or work address.
- New Customer
Triggers when a new customer is created.
- New Diary
Triggers when a new diary appointment is booked.
- New Job
Triggers when a new job is created.
- New Opportunity
Triggers when a new opportunity is created.
- New Scheduled Activity
Triggers when a new scheduled activity is created.
- New Work Address
Triggers when a new work address is created.
- Complete Scheduled Activity
Marks a scheduled activity as completed.
- Create Company
Creates a new company customer in Commusoft.
- Create Contact
Adds a contact person to a customer or work address.
- Create New Customer
Creates a new private customer in Commusoft with its primary contact and address.
- Create New Work Address
Creates a new work address under an existing customer.
- Create Opportunity
Creates a new sales opportunity at an existing customer or work address property.
- Delete Appointment
Deletes a diary appointment.
- Delete Asset
Deletes an asset from a property.
- Delete Contact
Deletes a contact person.
- Delete Job
Deletes a job.
- Delete Opportunity
Deletes a sales opportunity.
- Delete Property
Deletes a customer, company or work address.
- Delete Scheduled Activity
Deletes a scheduled activity.
- Get Appointment
Returns one diary appointment by its ID.
- Get Asset
Returns one asset (e.g. a boiler) by its ID.
- Get Job
Returns one job by its ID.
- Get Opportunity
Returns one sales opportunity by its ID.
- Get Property
Returns one customer, company or work address by its ID.
- List Advertising Types
Returns the advertising types (lead sources).
- List Appointments
Returns diary appointments, optionally for one engineer or date range.
- List Asset Groups
Returns asset groups such as Boiler or Heat pump.
- List Assets
Returns assets recorded at properties.
- List Asset Types
Returns asset types within asset groups.
- List Business Units
Returns the business units.
- List Customer Types
Returns the customer types set up in Commusoft.
- List Files
Returns files saved against properties, opportunities or jobs.
- List Forms
Returns custom forms completed against jobs.
- List Job Description Templates
Returns the job description templates used when creating jobs.
- List Jobs
Returns jobs, optionally filtered by property, status or pipeline stage.
- List Opportunities
Returns sales opportunities, optionally filtered by property or pipeline stage.
- List Opportunity Pipelines
Returns active opportunity pipelines.
- List Opportunity Stages
Returns the stages of one opportunity pipeline.
- List Properties
Returns customers, companies and work addresses.
- List Property Contacts
Returns the contacts of a customer or work address.
- List Provinces
Returns the provinces/counties set up in Commusoft.
- List Scheduled Activities
Returns scheduled activities, optionally filtered by status or associated record.
- List Telephone Types
Returns the telephone types.
- List Titles
Returns the contact title options such as Mr and Mrs.
- List User Groups
Returns the user groups.
- Mark Job Complete
Marks a job as complete at the given date and time.
- Mark Job Uncompleted
Reopens a completed job.
- Put Job On Hold
Puts a job on hold for a given reason.
- Remove Job From Hold
Takes a job off hold.
- Update Company
Updates an existing company customer's details.
- Update Contact
Updates a contact person's details.
- Update Customer
Updates an existing private customer's contact and address details.
- Update Work Address
Updates a work address's contact and address details.
- 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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Questions
Commusoft and Qdrant, answered
What can start an automation from Commusoft?
Any of Commusoft's 7 triggers in the catalog, including New Contact, New Customer, New Diary and New Job. Describe the moment in plain language and your agent picks the right one.
What can your agent do in Qdrant when something happens in Commusoft?
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 Commusoft?
Qdrant has no triggers in the catalog today, so automations start in Commusoft. 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 Commusoft 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 Commusoft 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.