com.cafmlane/site

Measured conclusion: Deep-tested. L2 outcome: tools_ok.

Cafmlane: the site's own MCP server — dataset; every answer cites the site.

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "site": {
      "url": "https://cafmlane.com/mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (7)

• dataset_columns

  The columns, which of them are numeric, the row count and the provenance banner of the Cafmlane dataset. Call this first to learn the schema.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• dataset_search

  Rows of the Cafmlane dataset whose cells contain the query (case-insensitive), up to 50.

  Parameters:

  • query (required) — string — text to look for in any cell
  • limit — integer

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• dataset_row

  The rows of the Cafmlane dataset where a column equals a value exactly (case-insensitive).

  Parameters:

  • column (required) — string
  • value (required) — string

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• dataset_compare

  The rows of the Cafmlane dataset whose column is any of the given values, in the order given — for "X vs Y" questions.

  Parameters:

  • column (required) — string
  • values (required) — array

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• dataset_stats

  count, min, max, mean, median and sum of a numeric column of the Cafmlane dataset (grouping commas and currency are handled; non-numeric rows are excluded and counted).

  Parameters:

  • column (required) — string

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• dataset_top

  The highest (or lowest) rows of the Cafmlane dataset by a numeric column — "which is the most/least X".

  Parameters:

  • column (required) — string
  • limit — integer
  • ascending — boolean — true for the lowest first; default highest first

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• dataset_provenance

  The source, the date it was computed, the licence and the citation for the Cafmlane dataset. Read this to attribute a figure correctly.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

Publisher website

Measured by MCPYP probing. Untested fields are omitted, never estimated. Listing is always free; MCPYP never proxies calls or stores user tokens.