com.batesio/site
Description
Batesio: the site's own MCP server — dataset; every answer cites the site.
What our measurements say
com.batesio/site is a remote MCP server published at batesio.com. It has been probed 6 times since 9/12/2026. It answered in 6 of them (100.0%), a near-uninterrupted record. Median response time is 820 ms, a delay an agent will notice. It offers a narrow, focused set of 7 tools. On the protocol side it still runs 2025-11-25 and has not moved to the newer spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Strengths
- Tool names are descriptive and indicate their primary function (e.g., 'dataset_search' for query-based row retrieval).
- Descriptions explicitly state use cases (e.g., 'for "X vs Y" questions' in 'dataset_compare').
Weaknesses
- Some parameters lack explicit context (e.g., 'ascending' in 'dataset_top' could clarify sorting direction).
- No explicit error handling for invalid inputs (e.g., non-numeric columns in 'dataset_stats').
dataset_search— Limit parameter's optional nature is clear, but default behavior is unspecified.dataset_compare— No mention of handling duplicate values in the 'values' array.
Verdict
Event narrative
Risk: low
Advice
Schema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test not run this round
- Cold-start: cold 259ms → warm 263ms (penalty 0ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
dataset_columnsThe columns, which of them are numeric, the row count and the provenance banner of the Batesio dataset. Call this first to learn the schema.
dataset_searchRows of the Batesio dataset whose cells contain the query (case-insensitive), up to 50.
querystringrequiredlimitinteger
dataset_rowThe rows of the Batesio dataset where a column equals a value exactly (case-insensitive).
columnstringrequiredvaluestringrequired
dataset_compareThe rows of the Batesio dataset whose column is any of the given values, in the order given — for "X vs Y" questions.
columnstringrequiredvaluesarrayrequired
dataset_statscount, min, max, mean, median and sum of a numeric column of the Batesio dataset (grouping commas and currency are handled; non-numeric rows are excluded and counted).
columnstringrequired
dataset_topThe highest (or lowest) rows of the Batesio dataset by a numeric column — "which is the most/least X".
columnstringrequiredlimitintegerascendingboolean
dataset_provenanceThe source, the date it was computed, the licence and the citation for the Batesio dataset. Read this to attribute a figure correctly.
Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Added to watch — era: Legacy
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