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

ai.llmse/mcp

llmse.ai|v1.3.12
AI & Agents

Public MCP server for the LLM Search Engine

34/100
Operational Score
Score Breakdown
Availability10/30
Conformance10/30
Performance14/40
Key Metrics
Uptime 30d
94.1%
P95 Latency
524.7ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 406 in 524ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 524ms, task completion: 0%
Improvement Tips
  • -Improve uptime (currently 94.1%, target 99%+)
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jun 30, 2026success524.7msPartial
Jun 27, 2026success187.2msPartial
Jun 25, 2026success296.3msPartial
Jun 24, 2026success211.5msPartial
Jun 17, 2026success163.2msPartial
Jun 16, 2026success186msPartial
Jun 16, 2026success275.2msPartial
Jun 15, 2026timeout0msFail
Jun 12, 2026success273.9msPartial
Jun 11, 2026success226.4msPartial
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Jul 3, 2026
Last Probed
Jun 30, 2026