Arize AX
Arize AX is an AI engineering platform for tracing, evaluating, and improving AI applications through projects, datasets, prompts, experiments, traces, and spans.
Integration
- Vendor
- Arize AX
- Category
- other
- Auth
- API_KEY
- Tools
- 24
- Composio slug
arize_ax
Tools
- Add Dataset Examples
Append arbitrary-field examples to an Arize dataset or a specified dataset version.
- Add Experiment Runs
Append one or more runs to an existing Arize experiment.
- Create Dataset
Create an Arize dataset in a space with an explicit initial array of examples.
- Create Experiment
Create an Arize experiment with initial runs, associated with exactly one dataset or space.
- Create Prompt
Create an Arize prompt and its initial version in a space.
- Create Prompt Version
Create a new immutable version of an existing Arize prompt.
- Get Dataset
Get one Arize dataset and its versions by dataset ID.
- Get Experiment
Get one Arize experiment by its ID, without its experiment runs.
- Get Project
Get one accessible Arize project by its ID.
- Get Prompt
Get an Arize prompt with its current, explicitly selected, or labeled version.
- Get Space
Get one accessible Arize space by its ID.
- List Dataset Examples
List one page of examples from an Arize dataset or a specific dataset version, preserving user-defined example fields.
- List Datasets
List one page of Arize datasets, optionally filtered by space or dataset name.
- List Experiment Runs
List one page of runs and outputs for an Arize experiment, preserving additional run fields.
- List Experiments
List one page of Arize experiments, optionally filtered by dataset, space, or name.
- List Projects
List one page of accessible Arize projects, optionally filtered by space or project name.
- List Prompts
List one page of Arize prompts, optionally filtered by space or prompt name.
- List Prompt Versions
List one page of versions for an Arize prompt, newest first.
- List Spaces
List one page of Arize spaces accessible to the connected API key, optionally filtered by organization or name.
- List Spans
Read one bounded page of spans for an Arize project using optional time and filter constraints.
- List Traces
Read one bounded page of traces and nested spans for an Arize project using optional time and filter constraints; nested spans may be truncated per trace.
- Update Dataset
Rename an existing Arize dataset.
- Update Dataset Examples
Update existing Arize dataset examples by ID, optionally creating a named dataset version. IDs that do not match existing examples are ignored.
- Update Prompt
Update or clear an Arize prompt's description.
Setup
- Create or open a Switchy Project.
- Open Integrations and connect Arize AX.
- Authorise through api_key. Switchy stores the connection against your org.
- Everyone in the Project can now @-mention the Arize AX tools in chat.
What teammates see: by default, memories from Arize AX are scoped to the Project (PROJECT visibility) - you can mark any memory PRIVATE or share it ORG-wide.
Works well with
Top models
Compatibility data appears once enough Projects have used this MCP together with a given model.