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

89/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance29/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
403.8ms
Conformance
Pass
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 403ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 403ms, task completion: 100%
Tools
11 tools verified via live probe
verified 2d ago
Server: tsung-aiVersion: 1.0.0Protocol: 2025-06-18
Recent Probe Results
TimestampStatusLatencyConformance
Jul 3, 2026success403.8msPass
Jun 30, 2026success153.2msPass
Jun 27, 2026success64.2msPass
Jun 25, 2026success60.6msPass
Jun 24, 2026success49msPass
Jun 17, 2026success146.3msPass
Jun 16, 2026success88.5msPass
Jun 16, 2026success63.6msPass
Jun 15, 2026success66msPass
Jun 12, 2026success81.9msPass
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Jul 5, 2026
Last Probed
Jul 3, 2026