ai.lucasandersen/mlp-tax
MLP Tax Computation Engine
ai.lucasandersen/mlp-tax costs 3 546 tokens of context per session. It has 6 tool definitions. That is 1.8 % of a 200k window. Measured 2026-10-03.
Deterministic MLP tax engine with IRS citations. 6 tools: basis, §751, estate, projections.
alive probed 2026-10-03 · HTTP 200
6tools
3.5ktokens for the tool definitions
1.8 %of a 200k context window
481 msto initialize
313 msto list tools
- Endpoint
- https://api.lucasandersen.ai/mcp (streamable-http)
- Host
- api.lucasandersen.ai
- Protocol
- 2024-11-05
- Reports itself as
- lucasandersen.ai MLP & Partnership Tax Tools 0.1.0
- Capabilities
- tools
- Instructions
- none
- Repository
- https://github.com/luc253/lucasandersen-ai
- Registry
- active, updated 2026-04-15 · registry entry
- Reachable
- 2 of the last 2 probes
Most expensive tools
| Tool | Tokens | Share of this server |
|---|---|---|
| k1_basis_compute | 736 | 21 % |
| k1_basis_multi_year | 692 | 20 % |
| mlp_estate_planning | 670 | 19 % |
| mlp_sell_vs_hold | 602 | 17 % |
| mlp_projection | 581 | 16 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Tokens |
|---|---|---|---|---|
| 2026-10-03 20:26 | alive | 481 ms | 6 | 3.5k |
| 2026-10-03 17:45 | alive | 226 ms | 6 | 3.5k |
Badge
[](https://mcp-pulse.ulehla.dev/s/ai.lucasandersen/mlp-tax)