Probabl · Authentication Profile
Probabl Authentication
Authentication
Probabl secures its APIs with apiKey and oauth2 across 2 declared security schemes, as derived from its OpenAPI definitions. OAuth 2.0 is offered via the authorizationCode and deviceCode flow(s).
CompanyOpen SourceMachine LearningData Sciencescikit-learnMLOpsModel EvaluationExperiment TrackingAgent SkillsArtificial IntelligencePythonFrance
Methods: apiKey, oauth2
Schemes: 2
OAuth flows: authorizationCode, deviceCode
API key in: header
Security Schemes
SkoreHubAPIKey apiKey
· in: header (X-API-Key)
SkoreHubOAuth oauth2
· flows: authorizationCode, deviceCode
Source
Authentication Profile
generated: '2026-09-16'
method: searched
source:
- https://api.skore.probabl.ai/openapi.json
- https://github.com/probabl-ai/skore/blob/main/skore/src/skore/_plugins/hub/authentication/apikey.py
- https://github.com/probabl-ai/skore-cli/blob/main/src/skore_cli/_hub_auth.py
- https://github.com/probabl-ai/skore-cli/blob/main/README.md
note: The live Skore Hub OpenAPI (3.1.0) declares NO components.securitySchemes, so derive-authentication.py yields
nothing. The schemes below come from Probabl's own first-party client code (skore, skore-cli) and the identity
operations in the spec. An unauthenticated GET /identity/users/me and GET /v1/models both returned 401 {"detail":"Unauthorized"}
on 2026-09-16.
summary:
types:
- apiKey
- oauth2
api_key_in:
- header
oauth2_flows:
- authorizationCode
- deviceCode
declared_in_openapi: false
schemes:
- name: SkoreHubAPIKey
type: apiKey
in: header
parameter: X-API-Key
env_var: SKORE_HUB_API_KEY
description: Workspace-scoped API key. skore sends it as the X-API-Key header when SKORE_HUB_API_KEY is set (non-interactive
/ agent use). Keys are minted by an interactively logged-in user.
lifecycle_operations:
- openapi/probabl-identity-api-openapi.yml#create_api_key_identity_users__user_id__api_keys_post
- openapi/probabl-identity-api-openapi.yml#list_api_keys_identity_users__user_id__api_keys_get
- openapi/probabl-identity-api-openapi.yml#patch_api_key_identity_users__user_id__api_keys__api_key_id__patch
- openapi/probabl-identity-api-openapi.yml#delete_api_key_identity_users__user_id__api_keys__api_key_id__delete
key_fields:
workspace_id: required
permissions: required, array of Permission
expires_at: optional date-time
name: optional
permissions:
- create:project
- read:project
- update:project
- delete:project
- create:invitation
- read:invitation
- delete:invitation
permissions_source: OpenAPI components.schemas.Permission (API-key permissions, not OAuth scopes)
used_by:
- REST API
- Skore Hub MCP server (https://api.skore.probabl.ai/mcp) via requestHeaders X-API-Key
- name: SkoreHubOAuth
type: oauth2
bearer_header: 'Authorization: Bearer <access_token>'
description: 'Interactive login. The hub brokers an external identity provider (OIDC): /identity/oauth/login returns
the IdP authorization_url (authorization code flow); /identity/oauth/device/login + /identity/oauth/device/token
implement a device flow used by the skore Python client and skore-cli. Refresh via /identity/oauth/token/refresh;
logout revokes tokens at the OAuth2 provider when a revocation endpoint is advertised.'
flows:
- flow: authorizationCode
operations:
- openapi/probabl-identity-api-openapi.yml#oauth_login_identity_oauth_login_get
- openapi/probabl-identity-api-openapi.yml#oauth_callback_identity_oauth_callback_get
- flow: deviceCode
operations:
- openapi/probabl-identity-api-openapi.yml#oauth_device_identity_oauth_device_login_get
- openapi/probabl-identity-api-openapi.yml#oauth_device_token_identity_oauth_device_token_get
scopes_documented: false
note: Token responses carry a `scope` string but no scope catalogue is published.
workspace_header:
name: x-skore-workspace
in: header
operations:
- /v1/chat/completions
- /v1/responses
- /v1/messages
roles:
values:
- owner
- contributor
- reader
source: OpenAPI components.schemas.WorkspaceRole
docs: https://github.com/probabl-ai/skore-cli#agent
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