generated: '2026-07-19'
method: derived
status: candidate
source: openapi/liquid-m-reporting-openapi.yml, openapi/liquid-m-management-openapi.yml
note: LiquidM publishes no hosted or remote MCP server. This is a candidate tool surface derived one-to-one
  from the operations in the harvested OpenAPI. It is a proposal for how the LiquidM APIs would be exposed
  to agents, not a LiquidM claim.
server:
  name: liquid-m
  transport: stdio
  url: null
auth:
  type: api-key
  detail: A single AUTH_TOKEN, obtained from GET /api/auth, sent as the auth_token query parameter. Agents
    should treat the token as a long-lived credential and must not re-issue it casually, since issuing
    a new token invalidates the previous one for every other consumer.
tools:
- name: get_visual_report
  description: Run a LiquidM Visual Report over a date range, split by dimensions, narrowed by filters,
    returning the requested metrics.
  source_operation: openapi/liquid-m-reporting-openapi.yml#getVisualReport
  read_only: true
- name: list_campaigns
  description: List the campaigns belonging to a LiquidM account.
  source_operation: openapi/liquid-m-management-openapi.yml#listCampaigns
  read_only: true
- name: list_ads
  description: List the ads belonging to a campaign, optionally embedding associations.
  source_operation: openapi/liquid-m-management-openapi.yml#listAds
  read_only: true
- name: create_budget
  description: Create a budget with overall and daily spend and unit caps and pacing modes.
  source_operation: openapi/liquid-m-management-openapi.yml#createBudget
  read_only: false
  consequence: Commits advertising spend envelopes.
- name: create_campaign
  description: Create a campaign and attach an existing budget. Requires a budget to be created first.
  source_operation: openapi/liquid-m-management-openapi.yml#createCampaign
  read_only: false
  consequence: Commits advertising spend envelopes.
- name: create_ad
  description: Create an ad within a campaign, binding creative, supply, targeting and setting sections.
  source_operation: openapi/liquid-m-management-openapi.yml#createAd
  read_only: false
  consequence: Creates a deliverable ad that may spend budget once approved.
agent_notes:
- There is no idempotency contract on any write operation. Retrying a failed create may produce a duplicate
  campaign, budget or ad. Agents should confirm by listing before retrying.
- The first-party JavaScript client models a dryrun mode entirely client-side; the API itself has no dry-run
  parameter, so an agent cannot preview a write server-side.
- Reporting cell "value" fields may change unit representation (microcents to cents); use "formatted_value"
  for anything shown to a human.
deployment:
  mode: none
  verified: derived
  tools: 6
  checked: '2026-08-12'
  source: catalog MCP census