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.

85/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance25/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
736ms
Conformance
Pass
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 736ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 736ms, task completion: 100%
Tools
6 tools verified via live probe
verified 1d ago
Server: lucasandersen.ai MLP & Partnership Tax ToolsVersion: 0.1.0Protocol: 2024-11-05
Recent Probe Results
TimestampStatusLatencyConformance
Jul 8, 2026success736msPass
Jul 8, 2026success375msPass
Jul 3, 2026success149.4msPass
Jun 30, 2026success102.5msPass
Jun 27, 2026success73.3msPass
Jun 25, 2026success158msPass
Jun 24, 2026success82.6msPass
Jun 17, 2026success134.1msPass
Jun 16, 2026success89.6msPass
Jun 16, 2026success66msPass
Source Registries
mcp-registry
First Seen
Apr 10, 2026
Last Seen
Jul 10, 2026
Last Probed
Jul 8, 2026