Contractor Licence Changes
https://license-changes-mcp.ottobot2025.workers.dev/mcp ↗
Description
Did this contractor's licence change? Observed lapses and reinstatements, not a snapshot.
What our measurements say
Contractor Licence Changes is a remote MCP server published at license-changes-mcp.ottobot2025.workers.dev. It has been probed 11 times since 9/12/2026. It answered in 11 of them (100.0%), a near-uninterrupted record. Median response time is 145 ms, placing it among the faster endpoints. It offers a narrow, focused set of 2 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 clearly indicate their purpose (specific history vs. recent state-wide changes).
- Parameters are well-defined with required/optional distinctions.
Weaknesses
- Descriptions are truncated (e.g., 'Rea' at end of 'recent_license_changes') and lack error-handling details.
- Some parameters (e.g., 'limit' in 'recent_license_changes') lack explicit purpose clarification.
- No mention of invalid input handling (e.g., non-existent license numbers).
recent_license_changes— Description truncated, missing critical information about implementation.check_license_history— No explicit error handling for invalid license numbers or states.
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 46ms → warm 43ms (penalty 3ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
check_license_historyHas this contractor's licence changed? Returns every status transition observed in the state board's own published file since 2026-07-17 -- suspensions, expirations, reinstatements and first appearance -- with the date each was seen. This is change over time, not a current-status lookup: use it after a snapshot check, to find out whether the licence you are about to rely on lapsed and came back. Distinguishes 'no change observed' from 'this source is not observed for that change', which are not the same answer. Only public, unsuppressed directory records are returned. Read-only.
statestringrequiredlicense_numberstringrequired
recent_license_changesWhat changed lately across a state: licences that lapsed, were reinstated, or appeared for the first time, newest first, optionally narrowed to one trade. Answers the monitoring question a single lookup cannot -- which contractors lost standing this month, or who is newly licensed in this trade. Read-only.
statestringrequiredchange_typestringdaysintegertradestringlimitinteger
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/agency-ottobot-contractor-license-changes)<a href="https://mcpmetrics.io/servers/agency-ottobot-contractor-license-changes"><img src="https://mcpmetrics.io/badge/agency.ottobot/contractor-license-changes/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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