generated: '2026-08-12'
method: searched
source: >-
  https://developers.skai.io/ (Skai OpenAPI, tag "MCP") and https://skai-mcp-guide.vercel.app/
  (Skai's customer setup guide), corroborated by the live 401 + WWW-Authenticate challenge on
  https://mcp.kenshoo.com/reports-mcp and the RFC 9728 metadata at
  https://mcp.kenshoo.com/.well-known/oauth-protected-resource
status: published
note: >-
  Skai runs first-party hosted, remote MCP servers on mcp.kenshoo.com. The tool list below is
  the one Skai publishes in its own OpenAPI ("Available MCP tools" table under the MCP tag) and
  repeats in the setup guide. Live tools/list introspection is auth-gated (HTTP 401 with
  WWW-Authenticate: Bearer), so tool INPUT SCHEMAS could not be captured and are not recorded
  here. Skai's own blog (2026-08-06) states it built four MCPs and that two — Reporting and
  Operations — are live today.
servers:
- name: Skai Reporting MCP
  url: https://mcp.kenshoo.com/reports-mcp
  tenant_url_form: https://mcp.kenshoo.com/reports-mcp/{ksId}
  transport: http
  status: live
  description: >-
    Read-only reporting access — campaigns, ad groups, keywords, ads, products, performance
    metrics, budgets and change-log data, unified across 100+ search, social and retail-media
    publishers.
  authentication:
    oauth2:
      authorization_servers:
      - https://login.kenshoo.com
      client_id_published: true
      note: >-
        Skai publishes a public OAuth client ID in its setup guide for ChatGPT/Claude
        connectors; the client secret is left blank. Recorded as a documented setup value,
        not a credential.
    pat:
      supported: true
      header: Authorization
      scheme: Bearer
      extra_header: ks-name
      issue_url: https://login.kenshoo.com/api/dev/refresh-token
      rotation_days: 90
      note: >-
        Personal Access Token, valid 90 days, separate from the standard REST API bearer
        token. Header-based PAT auth is used by every client except ChatGPT, which supports
        OAuth only.
  clients_documented:
  - Claude Code
  - Claude Desktop
  - Claude Web
  - Cursor
  - VS Code
  - Windsurf
  - ChatGPT
  - Google Gemini
  tools:
  - name: fetch_report
    description: Retrieve reporting data for campaigns, ad groups, keywords, ads, or products.
    input_schema: null
    input_schema_note: auth-gated; requires authenticated tools/list introspection
  - name: relevant_columns
    description: Identify which columns are applicable for a given query.
    input_schema: null
    input_schema_note: auth-gated; requires authenticated tools/list introspection
  - name: get_today
    description: Get current-day reporting metrics.
    input_schema: null
    input_schema_note: auth-gated; requires authenticated tools/list introspection
  - name: get_change_log
    description: Retrieve the change log for campaigns and other entities.
    input_schema: null
    input_schema_note: auth-gated; requires authenticated tools/list introspection
  - name: get_competitive_context
    description: Retrieve competitive brand data and context.
    input_schema: null
    input_schema_note: auth-gated; requires authenticated tools/list introspection
- name: Skai Operations MCP
  url: https://mcp.kenshoo.com/operations-mcp
  transport: http
  status: live
  description: >-
    Write-access server for bid, budget and status changes at scale across every publisher and
    account, with preview and approval before anything is applied. Broader entity creation and
    deeper account-level actions are described by Skai as still rolling out.
  authentication:
    oauth2:
      authorization_servers:
      - https://login.kenshoo.com
    pat:
      supported: true
      header: Authorization
      scheme: Bearer
      extra_header: ks-name
  tools: []
  tools_note: >-
    Skai names the capability areas (bid, budget, status) but does not publish an
    Operations MCP tool list on any anonymous page. NOT INVENTED — left empty rather than
    guessed. Requires authenticated tools/list introspection.
- name: skai.io site MCP (WordPress adapter)
  url: https://skai.io/wp-json/mcp/mcp-adapter-default-server
  alt_url: https://skai.io/wp-json/mcp/mcp-oauth-server
  transport: http
  status: discovered
  description: >-
    A second, unrelated MCP surface on the skai.io WordPress marketing site, exposed by the
    WordPress MCP Adapter plugin. Distinct from the platform MCP servers on mcp.kenshoo.com.
    Not referenced in any Skai documentation found.
  authentication:
    note: >-
      tools/list returns HTTP 401 (rest_forbidden / mcp_unauthorized). The matching
      authorization-server metadata at https://skai.io/.well-known/oauth-authorization-server
      advertises scopes_supported ["mcp"].
  tools: []
roadmap:
  note: >-
    Skai states it built four MCP servers and split them into read and write layers; two are
    live. The other two are unnamed on any public page.
  source: https://skai.io/blog/how-write-access-mcp-closes-the-distance-between-spotting-a-problem-and-fixing-it/
evidence:
- url: https://mcp.kenshoo.com/reports-mcp
  method: 'POST tools/list'
  status: 401
  detail: 'WWW-Authenticate: Bearer realm="https://mcp.kenshoo.com/reports-mcp", resource_metadata="https://mcp.kenshoo.com/.well-known/oauth-protected-resource/reports-mcp"'
- url: https://mcp.kenshoo.com/.well-known/oauth-protected-resource
  method: GET
  status: 200
- url: https://skai.io/wp-json/mcp
  method: GET
  status: 200
  detail: 'routes: /mcp, /mcp/mcp-oauth-server, /mcp/mcp-adapter-default-server'
- url: https://skai-mcp-guide.vercel.app/
  method: GET
  status: 200
- url: https://developers.skai.io/
  method: GET
  status: 200
  detail: Redoc shell loading the Skai OpenAPI, whose MCP tag documents the server and tools