Integration
Connect ConfigCat to Qdrant Vector Store
When Feature Flag & Setting value changed fires in ConfigCat, 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 ConfigCat 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)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 ConfigCat can start in Qdrant Vector Store
When Feature Flag & Setting value changed in ConfigCat
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 ConfigCat and Qdrant Vector Store
Triggers and actions 1 trigger · 43 actions
- Feature Flag & Setting value changed
Triggers when a ConfigCat Feature Flag or Setting value is changed.
- Add Config
Create a new config within a product.
- Add Flag
Create a new feature flag or setting within a config.
- Add Segment
Create a new segment within a product.
- Add Tag
Create a new tag within a product.
- Delete Config
Delete a config.
- Delete Flag
Delete a feature flag or setting.
- Delete Segment
Delete a segment.
- Delete Tag
Delete a tag.
- Get Config
Get a single config by id.
- Get Environment
Get a single environment by id.
- Get Flag
Get a single feature flag or setting by id.
- Get Flag value
Get the current served value of a feature flag or setting in an environment.
- Get Product
Get a single product by id.
- Get Segment
Get a single segment by id.
- Get Tag
Get a single tag by id.
- List Configs
List all configs (SDK config bundles) within a product.
- List Environments
List all environments within a product.
- List Flags
List all feature flags and settings within a config.
- List Organizations
List all organizations the caller has access to.
- List Products
List all products the caller has access to.
- List Segments
List all segments within a product.
- List Tags
List all tags within a product.
- Update Config
Update a config's name/description/order.
- Update Environment
Update an environment's name/color/description.
- Update Flag
Update a feature flag or setting's metadata (name, hint, tags).
- Update Flag value
Update (turn on/off, change served value or targeting) a feature flag or setting's value in an environment.
- Update Segment
Update a segment's name/rules.
- Update Tag
Update a tag's name/color.
- 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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Questions
ConfigCat and Qdrant Vector Store, answered
What can start an automation from ConfigCat?
Any of ConfigCat's 1 trigger in the catalog, including Feature Flag & Setting value changed. 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 ConfigCat?
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 ConfigCat?
Qdrant Vector Store has no triggers in the catalog today, so automations start in ConfigCat. 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 ConfigCat 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 ConfigCat 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.