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

FDA Data MCP

github.com/medley/fda-data↗|v1.0.0
Data & Analytics

Clean FDA regulatory data: company resolution, facilities, recalls, inspections, approvals.

62/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance22/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
140.6ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 400 in 140ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 140ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
May 20, 2026success140.6msPartial
May 18, 2026success115.4msPartial
May 16, 2026success113.1msPartial
May 13, 2026success99.4msPartial
May 13, 2026success111.7msPartial
May 12, 2026success98.1msPartial
May 11, 2026success159.4msPartial
May 9, 2026success130.4msPartial
May 7, 2026success162.3msPartial
May 7, 2026success98.4msPartial
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
May 20, 2026
Last Probed
May 20, 2026