Thirty-one tools that let AI work with real business data.
A Python / FastMCP server. Every tool is a contract: structured inputs, validated outputs, source-freshness checks, and a full audit trail. Browse the contracts and run one below.
⚘ interactive showcase · simulated responses on synthetic data · the real server runs in production
31
tool contracts
6
categories
100%
audited calls
5m
freshness window
TOOL BROWSER — 31 CONTRACTS
jobs_health_summaryJOBS & SCHEDULE
// simulated — shows the contract's real behavior shape