Leaderboard/MLP Tax Computation Engine
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

MLP Tax Computation Engine

Deterministic MLP tax engine with IRS citations. 6 tools: basis, §751, estate, projections.

80/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance20/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
2,867ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 876ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 2867ms, task completion: 100%
Improvement Tips
  • -Reduce response time (currently 2867ms, target <1000ms)
Tools
6 tools verified via live probe
verified May 18
Server: lucasandersen.ai MLP & Partnership Tax ToolsVersion: 0.1.0Protocol: 2024-11-05
Recent Probe Results
TimestampStatusLatencyConformance
May 21, 2026success876msPass
May 20, 2026success2867msPass
May 18, 2026success91.9msPass
May 16, 2026success77.5msPass
May 13, 2026success566.9msPass
May 13, 2026success232.2msPass
May 12, 2026success859.9msPass
May 11, 2026success120.4msPass
May 9, 2026success130.5msPass
May 7, 2026success200msPass
Source Registries
mcp-registry
First Seen
Apr 10, 2026
Last Seen
May 21, 2026
Last Probed
May 21, 2026