generated: '2026-08-13'
method: generated
source: >-
  https://www.laurence.com/blog/laurence-mcp-launch — every tool name, parameter name and semantic
  used below is taken from the provider's own published Tools table and surrounding prose; live
  probes 2026-08-13 for the auth handshake and error shapes.
description: >-
  Packaged Agent Skills for the Laurence MCP server. Laurence publishes no OpenAPI, so these skills
  are grounded in the nine MCP tool names the provider publishes rather than in operationIds. No
  tool, parameter or behavior below was invented: where the input schema is unknown (tools/list is
  OAuth-gated and could not be introspected), the skill instructs the agent to work from what the
  server returns rather than assuming a shape. Because the surface is entirely read-only, every skill
  is a diagnosis/reporting flow — none of them can mutate an ad account, and each says so explicitly.
grounding:
  spec: none
  tool_source: https://www.laurence.com/blog/laurence-mcp-launch
  tools_verified_live: false
  note: >-
    tools/list returns HTTP 401 without OAuth, so per-tool inputSchema could not be verified.
    Parameter names used in these skills (profile_id, campaign_ids, keyword_id, match_type,
    placement, interval, limit, asin) are the ones Laurence names in the launch post.
skills:
  - file: laurence-connect-and-scope.md
    name: Connect to Laurence MCP and resolve your Amazon Ads scope
    api: mcp/laurence-mcp.yml
    operations:
      - list_allowed_ads_profiles
    note: Prerequisite for the other two.
  - file: laurence-find-wasted-spend.md
    name: Find wasted Amazon Ads spend from search terms and negatives
    api: mcp/laurence-mcp.yml
    operations:
      - list_allowed_ads_profiles
      - get_campaigns
      - get_search_term_data
      - get_campaign_keywords
      - get_campaign_negative_keywords
      - get_daily_sales
  - file: laurence-hourly-stream-diagnosis.md
    name: Diagnose hourly Amazon Marketing Stream performance and bid moves
    api: mcp/laurence-mcp.yml
    operations:
      - list_allowed_ads_profiles
      - get_campaigns
      - get_ad_groups
      - get_ams_events
      - get_bids_and_observations
      - get_campaign_keywords
tools_covered:
  - list_allowed_ads_profiles
  - get_daily_sales
  - get_campaigns
  - get_ad_groups
  - get_campaign_keywords
  - get_campaign_negative_keywords
  - get_bids_and_observations
  - get_ams_events
  - get_search_term_data
coverage: 9 of 9 published tools appear in at least one skill.