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

Token Diet

LLM token optimization gateway implementing semantic pruning.

59/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance19/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
96.4ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 402 in 53ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 96ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jul 12, 2026success53.8msPartial
Jul 8, 2026success61.7msPartial
Jul 8, 2026success96.4msPartial
Jul 3, 2026success111.3msPartial
Jun 30, 2026success90.3msPartial
Jun 27, 2026success61.3msPartial
Jun 25, 2026success62.7msPartial
Jun 24, 2026success65.8msPartial
Jun 17, 2026success149.3msPartial
Jun 16, 2026success136.4msPartial
Source Registries
mcp-registry
First Seen
May 28, 2026
Last Seen
Jul 12, 2026
Last Probed
Jul 12, 2026