Integration
Connect REsimpli to Qdrant
When New Agent fires in REsimpli, 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 REsimpli 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 REsimpli can start in Qdrant
When New Agent in REsimpli
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 REsimpli and Qdrant
Triggers and actions 4 triggers · 48 actions
- New Agent
Triggers when a new agent is added in REsimpli.
- New Buyer
Triggers when a new buyer is added in REsimpli.
- New Lead
Triggers when a new lead is added in REsimpli.
- New Vendor
Triggers when a new vendor is added in REsimpli.
- Add Activity
Adds an activity comment to a lead, buyer, vendor, agent or list stacking record in REsimpli.
- Add Contact Details to Lead
Creates a contact from the details you supply and links it to an existing lead. If a contact with the same phone or email already exists, that contact is linked instead.
- Add Contact to Lead
Links an existing contact to a lead in REsimpli, optionally making it the lead's primary contact.
- Add Tags to Agent
Adds one or more existing agent tags to an agent in REsimpli.
- Add Tags to Buyer
Adds one or more existing buyer tags to a buyer in REsimpli.
- Add Tags to Lead
Adds one or more existing lead tags to a lead in REsimpli.
- Add Tags to Vendor
Adds one or more existing vendor tags to a vendor in REsimpli.
- Create Buyer
Creates a new buyer in REsimpli with contact details, pipeline status, marketing campaign and buy-box preferences.
- Create Lead
Creates a new lead (property and seller contact) in REsimpli and returns the created lead.
- Create Tag
Creates one or more tags in REsimpli for a chosen record type (leads, buyers, vendors, agents and more).
- Create Vendor
Creates a new vendor in REsimpli with its contact details, pipeline status, vendor type and targeting.
- Delete Agent
Deletes an agent in REsimpli (soft delete).
- Delete Buyer
Deletes a buyer in REsimpli (soft-delete).
- Download File
Downloads a file stored on a REsimpli lead, buyer, vendor or agent record.
- Get Buyer
Returns the full details of a buyer in REsimpli.
- Get Vendor
Returns the full details of a vendor in REsimpli.
- List Activities
Returns the activity history (or conversations only) for a REsimpli lead, buyer, vendor, agent or list stacking record.
- List Agents
Returns agents in your REsimpli account, optionally filtered by search text, status, pipeline, assigned user, tags or target area.
- List Buyers
Returns buyers in your REsimpli account, optionally filtered by search text, pipeline, status, assigned users, tags, or target cities and states.
- List Call Logs
Returns the call logs recorded on a lead, buyer, vendor, agent or list stacking record.
- List Contacts
Returns contacts in your REsimpli account with their names, phone numbers and emails, optionally filtered by a search term.
- List Files
Returns the files stored in a folder on a REsimpli lead, buyer, vendor, agent or other record, optionally filtered by category or search text.
- List Leads
Returns leads in REsimpli, optionally filtered by search text, status or pipeline (up to 100 per call).
- List Vendors
Returns vendors in your REsimpli account, optionally filtered by search text, status, pipeline, assigned users, tags or target areas.
- Remove Contact from Lead
Unlinks a contact from a lead in REsimpli. If the removed contact was primary, another contact on the lead becomes primary.
- Remove Tags from Agent
Removes one or more tags from an agent in REsimpli.
- Remove Tags from Buyer
Removes one or more tags from a buyer in REsimpli.
- Remove Tags from Lead
Removes one or more tags from a lead in REsimpli.
- Update Agent Status
Moves an agent to another pipeline status in REsimpli, optionally completing open tasks.
- Update Buyer Status
Moves a buyer to another pipeline status in REsimpli.
- Update Custom Question Answers
Saves answers to custom questions on a lead, buyer, vendor or agent. Answers to other questions are kept.
- Update Lead Status
Moves a lead to another pipeline status in REsimpli, optionally completing its open tasks.
- Update Vendor Status
Moves a vendor to another pipeline status in REsimpli.
- 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
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Questions
REsimpli and Qdrant, answered
What can start an automation from REsimpli?
Any of REsimpli's 4 triggers in the catalog, including New Agent, New Buyer, New Lead and New Vendor. Describe the moment in plain language and your agent picks the right one.
What can your agent do in Qdrant when something happens in REsimpli?
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 REsimpli?
Qdrant has no triggers in the catalog today, so automations start in REsimpli. 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 REsimpli 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 REsimpli 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.