UNLAV CSV Reconcile
https://7days.unlavsofts.xyz/mcp/csv-reconcile ↗
Description
Compare CSV tables by key; report changes and ambiguous rows. 0.05 USDC on Base via x402.
What our measurements say
UNLAV CSV Reconcile is a remote MCP server published at 7days.unlavsofts.xyz. It has been probed 6 times since 9/14/2026. It answered in 6 of them (100.0%), a near-uninterrupted record. Median response time is 362 ms, placing it among the faster endpoints. It offers a narrow, focused set of 4 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 purpose clearly.
- No functional overlap between tools.
Weaknesses
- Parameter descriptions lack context (e.g., CSV format requirements).
- Tool descriptions focus on 'what' rather than 'when' to use them.
- No error handling or constraint documentation in tool specs.
reconcile_csv_tables— Parameter descriptions lack context (e.g., CSV format requirements).service_info— Description is too vague about what information is provided.
Verdict
Event narrative
Risk: low
- 2026-09-14T04:24:59.037Z — smokeOk changed from null to true · Indicates a temporary resolution of smoke test issues.
- 2026-09-14T08:31:43.472Z — smokeOk changed from true to null · Suggests recurring smoke test failures or incomplete validation.
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 passed · last run:
- Cold-start: cold 189ms → warm 133ms (penalty 56ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
reconcile_csv_tablesCompare two CSV tables by shared key columns. Find changed values, missing rows and ambiguous duplicate keys without editing either file. Price: 0.05 USDC on Base per report.
left_csvstringrequiredright_csvstringrequiredkey_columnsarrayrequiredcompare_columnsarray
service_infoFree price, schemas, input limits and privacy information
demoFree fixed synthetic example. No buyer data or payment accepted.
pingFree health check
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/io-github-ivansky1-csv-reconcile)<a href="https://mcpmetrics.io/servers/io-github-ivansky1-csv-reconcile"><img src="https://mcpmetrics.io/badge/io.github.Ivansky1/csv-reconcile/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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