Leaderboard/Data Converter
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

Data Converter

smithery.ai/data-transform-agent/data-transform↗

Convert data between over 40 formats including JSON, CSV, Excel, and PDF. Restructure complex schemas into custom layouts to ensure seamless data integration. Simplify information processing by automating transformations between structured and unstructured file types.

47/100
Operational Score
Score Breakdown
Availability27/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
99.7%
P95 Latency
261.8ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 154ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 261ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Apr 2, 2026success154.1msPass
Apr 2, 2026success182.6msPass
Apr 2, 2026success147.3msPass
Apr 2, 2026success190.2msPass
Apr 2, 2026success226.1msPass
Apr 2, 2026success191.3msPass
Apr 2, 2026success226.3msPass
Apr 2, 2026success178msPass
Apr 2, 2026success186.8msPass
Apr 2, 2026success165.6msPass
Source Registries
smithery
First Seen
Mar 26, 2026
Last Seen
Apr 1, 2026
Last Probed
Apr 2, 2026