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

Toofi Dental Planning MCP

toofi.app|v2026.5.12

Agent-native dental planning MCP for plan drafts, presentations, and price estimates.

64/100
Operational Score
Score Breakdown
Availability10/30
Conformance30/30
Performance24/40
Key Metrics
Uptime 30d
85.7%
P95 Latency
1,262.9ms
Conformance
Pass
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 469ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 1262ms, task completion: 100%
Improvement Tips
  • -Reduce response time (currently 1262ms, target <1000ms)
  • -Improve uptime (currently 85.7%, target 99%+)
Tools
32 tools verified via live probe
verified Jun 17
Server: toofiVersion: 2026-05-12Protocol: 2025-03-26
Recent Probe Results
TimestampStatusLatencyConformance
Jun 17, 2026success469msPass
Jun 16, 2026success496.3msPass
Jun 16, 2026success1262.9msPass
Jun 15, 2026success571.4msPass
Jun 12, 2026error62.8msFail
Jun 11, 2026error164.9msFail
Jun 11, 2026error50.5msFail
Jun 10, 2026success593.1msPass
Jun 9, 2026success477msPass
Jun 5, 2026success528.9msPass
Source Registries
mcp-registry
First Seen
May 12, 2026
Last Seen
Jun 21, 2026
Last Probed
Jun 17, 2026