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
501.2ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 501ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 501ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
May 3, 2026success501.2msPass
Apr 29, 2026success171msPass
Apr 28, 2026success187.5msPass
Apr 28, 2026success255.6msPass
Apr 28, 2026success152.8msPass
Apr 28, 2026success157.9msPass
Apr 27, 2026success276.6msPass
Apr 23, 2026success212.5msPass
Apr 23, 2026success196msPass
Apr 21, 2026success244.8msPass
Source Registries
smithery
First Seen
Mar 26, 2026
Last Seen
May 3, 2026
Last Probed
May 3, 2026