Leaderboard/TSUNG AI Research & Analysis
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

TSUNG AI Research & Analysis

Data & Analytics

Multi-LLM AI Research & Analysis — smart routing, consensus analysis, due diligence reports

97/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance37/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
72.5ms
Conformance
Pass
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 72ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 72ms, task completion: 100%
Tools
11 tools verified via live probe
verified 4d ago
Server: tsung-aiVersion: 1.0.0Protocol: 2025-06-18
Recent Probe Results
TimestampStatusLatencyConformance
May 20, 2026success72.5msPass
May 18, 2026success47.7msPass
May 16, 2026success51.1msPass
May 13, 2026success86.6msPass
May 13, 2026success179.2msPass
May 12, 2026success43.1msPass
May 11, 2026success58.7msPass
May 9, 2026success181.2msPass
May 7, 2026success102.5msPass
May 7, 2026success93.9msPass
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
May 20, 2026
Last Probed
May 20, 2026