Deterministic marketing math for AI agents: LTV:CAC, pipeline coverage, A/B tests, pricing.
Connect Remote server
claude mcp add --transport http aaj-engines https://aaj-engines-mcp.sarojkjha10.workers.dev/mcp
{
"mcpServers": {
"aaj-engines": {
"url": "https://aaj-engines-mcp.sarojkjha10.workers.dev/mcp"
}
}
}
{
"servers": {
"aaj-engines": {
"type": "http",
"url": "https://aaj-engines-mcp.sarojkjha10.workers.dev/mcp"
}
}
}
Settings > Connectors > Add custom connector
URL: https://aaj-engines-mcp.sarojkjha10.workers.dev/mcp
Tools 5 found in our last check
list_enginesLists every AAJ marketing engine: its id, the question it answers, and its category. Engines cover unit economics, pipeline forecast, budget allocation, retention, A/B significance, SEO/GEO scoring, ad spend and pricing.
describe_engineShows one engine's input schema: required fields, units, alternative shapes, and a worked example. Engines reject bad input rather than guessing.
run_engineRuns an AAJ engine and returns its verdict. Give `input` as an object of the engine's fields. Omit `input` to run the engine's built-in worked example. Engines are deterministic, offline, and validate their input — a wrong unit is reported as an error, not absorbed into a confid…
search_skillsFinds AAJ marketing skills by the problem they solve — 'churn is rising', 'we're launching next month', 'not showing up in AI answers'. Returns matching methods and marks which have a runnable engine.
get_skillReturns the full method for one skill: when to use it, the steps, the quality bar, and how to run its engine if it has one.
Details
| Endpoint | https://aaj-engines-mcp.sarojkjha10.workers.dev/mcp (Streamable HTTP) |
| First published | 28 Oct 2026 |
| Last updated | 28 Oct 2026 |
| Registry name | io.github.sarojkjha/aaj-engines |
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