com.calibvo/site
Description
Calibvo: the site's own MCP server — dataset; every answer cites the site.
What our measurements say
com.calibvo/site is a remote MCP server published at calibvo.com. It has been probed 15 times since 9/12/2026. It answered in 15 of them (100.0%), a near-uninterrupted record. Median response time is 759 ms, a delay an agent will notice. Its tool list could not be read; the server is closed to direct calls. 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
- Tools are clearly named and have distinct purposes for dataset operations.
- Descriptions provide sufficient context for when to use each tool.
- Parameters are mostly well-defined with required/optional flags.
Weaknesses
- Some tool names (e.g., 'dataset_columns') could be more descriptive of their function.
- Descriptions occasionally omit details about edge cases or constraints (e.g., dataset_compare's 'values' array limits).
- No explicit mention of error handling for invalid inputs or non-existent columns.
dataset_columns— Name could be more descriptive (e.g., 'get_dataset_schema')dataset_compare— Lacks clarification on 'values' array constraintsdataset_row— No mention of handling non-existent columns in description
Verdict
Event narrative
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Schema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- Tool list unreadable — the server responds, but its tools/list call does not return a valid result. Schema checks and AI evaluation cannot run.
- inputSchema invalid: —
- Smoke test not run this round
- Cold-start not measurable (no handshake)
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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[](https://mcpmetrics.io/servers/com-calibvo-site)<a href="https://mcpmetrics.io/servers/com-calibvo-site"><img src="https://mcpmetrics.io/badge/com.calibvo/site/era.svg" alt="mcpmetrics"></a>You are seeing the last 7 days. Sign up for the full history. Which check failed and why is in the dashboard.
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