reference-data-mcp-server

Agent readability score

Strengths

• Clear distinction between search (summary) and lookup (full) patterns
• Excellent use of examples for fuzzy matching and input formats
• Explicitly lists valid categories and supported units to guide the agent
• Strong guidance on tool sequencing (search then lookup) to optimize token usage

Weaknesses

• Minor description truncation in the unit conversion tool
• The 'by' parameter relies on text descriptions rather than strict schema enums

• ref_unit_convert — Description ends abruptly with 'and'
• ref_geo_lookup — Parameter 'by' is underspecified in the schema

Verdict

This server is exceptionally well-designed for agentic workflows, providing the necessary context to navigate between summary and detailed data. The clear instructions on how to use search vs. lookup tools significantly reduce the risk of agent reasoning errors.

9/4/2026, 4:38:21 PM

Event narrative

Server transitioned to 'dual' era with full compliance (100 score) after prior 'auth-gated' state.

Risk: medium

• 2026-09-10T21:16:35.016Z — era changed from 'auth-gated' to 'dual' · transition to dual era indicates stable operation with expanded capabilities
• 2026-09-11T07:35:54.413Z — complianceScore rose from null to 100 · full compliance achieved, ensuring regulatory adherence

Advice

Monitor dual-era performance for stability. Verify complianceScore remains at 100. Investigate why smokeOk remains null in both states.