Skip to main content
Glama
Sign In

site

by com.calibvo
OverviewDiscussionsAdmin

Server Details

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

If you are the author of this connector, you can claim ownership by verifying the domain or GitHub account it belongs to. Claimed connector authors can inspect health checks, view analytics, and manage their listing.
Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
ChatGPT
–
Claude
–

TDQS

A3.7/5.0

Scored across 7 tools

Disambiguation4/5

Most tools target clearly distinct query intents: schema, provenance, exact match, substring search, multi-value compare, aggregates, and top-N. However, dataset_columns mentions returning a 'provenance banner', which overlaps slightly with dataset_provenance, and dataset_compare's name could be misread as comparing rows rather than filtering multiple values.

Naming Consistency5/5

All tools use the dataset_ prefix followed by a single lowercase word in snake_case, giving a predictable and uniform naming scheme. There are no mixed conventions or inconsistent verb/noun styles.

Tool Count5/5

Seven tools form a tight, well-scoped set for querying a single dataset; each operation (schema, provenance, stats, search, exact row, compare, top) covers a distinct need without redundant tools.

Completeness4/5

The read-only query surface covers schema discovery, provenance, exact and fuzzy retrieval, comparison, aggregates, and top-N, which is nearly complete for a dataset inspection server. Minor gaps include no explicit pagination or full-table dump, though dataset_search's 50-row limit partially mitigates this.

Available Tools

7 tools
dataset_columnsDataset columns and shapeAInspect

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

Inputs: no named parameters.

dataset_compareCompare rows side by sideAInspect

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

Inputs: column (required), values (required).

dataset_provenanceWhere this data comes from, and how to cite itAInspect

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

Inputs: no named parameters.

dataset_rowLook a row up by an exact keyBInspect

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

Inputs: value (required), column (required).

dataset_searchSearch the datasetBInspect

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

Inputs: query (required), limit.

dataset_statsSummary statistics for a numeric columnBInspect

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

Inputs: column (required).

dataset_topRank rows by a numeric columnBInspect

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

Inputs: column (required), limit, ascending.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    Related MCP Connectors

    Related MCP Servers

    • grounded-support-agent

      Ankit512
      A
      license
      Not graded
      quality
      B
      maintenance
      An MCP server that acts as a governed customer-support tool, resolving questions only when the knowledge base supports a cited, grounded answer and honestly escalating everything else with provenance and evidence.
      22 PyPI
      MIT

    • llm-sidecar

      awaistechnologist
      A
      license
      Not graded
      quality
      B
      maintenance
      MCP server for grounded, cited AI: answers questions from live web sources, verifies claims, fact-checks documents, searches and reads URLs, summarises, classifies, and extracts fields, with usage tracking and status.
      1
      MIT
    Try in Browser
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    Glama MCP Gateway

    Add one secure layer between your agents and this server.

    Resources