Integration
Connect EspoCRM to Qdrant
When New contact fires in EspoCRM, 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 EspoCRM 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 EspoCRM can start in Qdrant
When New contact in EspoCRM
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 EspoCRM and Qdrant
Triggers and actions 3 triggers · 31 actions
- New contact
Triggers when a new contact is created in EspoCRM.
- New Lead
Triggers when a new lead is created in EspoCRM.
- New opportunity
Triggers when a new opportunity is created in EspoCRM.
- Add account
Creates a new account (company) in EspoCRM and returns its attributes.
- Add case
Creates a new case (support ticket) in EspoCRM.
- Add contact
Creates a new contact in EspoCRM.
- Add opportunity
Creates a new opportunity (deal) in EspoCRM and returns the created record.
- Add task
Creates a task in EspoCRM, optionally linked to an account, contact, lead, opportunity or case.
- Create Lead
Creates a new lead in EspoCRM and returns the created lead record.
- Find accounts
Finds EspoCRM accounts whose name matches the text you supply.
- Find contacts
Finds contacts whose email address (or another chosen attribute) matches the value you supply, returning every matching contact.
- Find Lead
Finds leads in EspoCRM matching a value on a chosen attribute (email address by default).
- Get contact
Returns a single EspoCRM contact by its ID, with all its attributes including custom fields.
- Get Lead
Returns a single EspoCRM lead by its ID, with all of its fields.
- Get Task
Returns one task by its ID, with its subject, status, dates, parent record and assignee.
- Update account
Updates an existing account (company) in EspoCRM. Only the fields you fill in are changed.
- Update contact
Updates an existing contact in EspoCRM, changing only the fields you fill in.
- Update Lead
Updates an existing lead in EspoCRM, changing only the fields you fill in, and returns the updated lead.
- Update opportunity
Updates an existing opportunity in EspoCRM, changing only the fields you fill in.
- 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
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Questions
EspoCRM and Qdrant, answered
What can start an automation from EspoCRM?
Any of EspoCRM's 3 triggers in the catalog, including New contact, New Lead and New opportunity. Describe the moment in plain language and your agent picks the right one.
What can your agent do in Qdrant when something happens in EspoCRM?
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 EspoCRM?
Qdrant has no triggers in the catalog today, so automations start in EspoCRM. 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 EspoCRM 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 EspoCRM 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.