generated: '2026-09-05'
method: generated
source: >-
  openapi/cloudchipr-enterprise-api-openapi.yml (26 operations) +
  conventions/cloudchipr-conventions.yml + errors/cloudchipr-problem-types.yml +
  data-model/cloudchipr-data-model.yml + mcp/cloudchipr-tool-crosswalk.yml
provider: CloudChipr
providerId: cloudchipr
summary: >-
  Four packaged Agent Skills, one per marquee flow in the CloudChipr Enterprise API. Every
  operationId referenced was grepped out of the captured spec - none is invented. Each skill also
  states its MCP equivalent (or its absence), because the two surfaces diverge: two of these flows
  are richer on MCP and two exist only on REST.
provider_published_skills:
  found: false
  probed:
    - path: /skills/
      host: docs.cloudchipr.com
      result: not published
    - path: /AGENTS.md
      host: cloudchipr.com
      result: not published
  checked: '2026-09-05'
  note: CloudChipr publishes no Agent Skills or AGENTS.md of its own; these are generated by API Evangelist.
skills:
  - name: cloudchipr-cost-breakdown
    file: cloudchipr-cost-breakdown.md
    summary: Break down multi-cloud spend, discovering valid groupings and filter values first and validating the query before running it.
    operations: [get-resource-explorer-possible-groupings, get-resource-explorer-possible-filters, get-resource-explorer-filter-values, validate-billing-explorer, billingDataByOrganisation]
    writes: false
    mcp_equivalent: [get_billing_groupings, get_billing_filters, get_billing_filter_values, validate_billing_query, get_billing_data]
  - name: cloudchipr-savings-opportunities
    file: cloudchipr-savings-opportunities.md
    summary: Find and triage cost-saving opportunities and join each one back to its account and live resource.
    operations: [get-accounts, filterSavingsOpportunities, lookupResource, get-accounts-accountId]
    writes: false
    mcp_equivalent: [get_cloud_accounts, get_cloud_account, filter_opportunities, get_opportunity, get_savings_summary]
    mcp_note: The MCP surface is richer here - get_savings_summary, get_opportunity and saved views have no REST equivalent.
  - name: cloudchipr-custom-cost-ingestion
    file: cloudchipr-custom-cost-ingestion.md
    summary: Create a custom data source and stream NDJSON rows into it - the only replay-protected write in the API, and one with no undo.
    operations: [listCustomSources, listTelemetries, createDataSource, ingestCustomData]
    writes: true
    reversible: false
    idempotent: partial
    idempotency_note: 'ingestCustomData requires an Idempotency-Key header; createDataSource has none and there is no delete operation.'
    mcp_equivalent: []
    mcp_note: REST-only. The MCP server is read-only.
  - name: cloudchipr-budget-monitoring
    file: cloudchipr-budget-monitoring.md
    summary: Read budgets, thresholds and period history to report whether spend is tracking to plan.
    operations: [listBudgets, getBudget, getBudgetHistory]
    writes: false
    mcp_equivalent: []
    mcp_note: REST-only. Budgets are not exposed as MCP tools.
shared_rules:
  auth: 'x-api-key header on every request (openapi securityScheme ApiKey).'
  pagination: 'None anywhere in the API. Narrow the filter tree instead of paging.'
  rate_limits: 'None published, no 429 declared, no Retry-After. Pace conservatively.'
  errors: 'Bespoke {"message": string}, not RFC 9457. `message` is optional - handle its absence.'
  dry_run: 'POST /billing-explorer/validate (204 = valid) is the only rehearsal primitive.'
  reversibility: 'No reversal operation exists for any of the three writes. Treat every write as one-way.'