dilig
Proof · live market intelligence

A public forecasting engine, built for people and autonomous systems.

Daily UK fertiliser forecasts, publicly scored. Available to people, software and AI agents.

Open API MCP for agents
Live forecasts Publicly scored
Connecting to the open fertiliser index.
Public forecasts Nine UK fertiliser grades, updated daily
Public accuracy Every estimate checked against realised prices
Open API No key required
MCP Six purpose-built tools for AI agents
Built for AI agents

The market installs as a tool.

The same public intelligence is exposed as typed tools. An agent can retrieve a live forecast, inspect its track record, compare a supplier quote and create a price alert with the buyer's consent.

Endpoint https://www.tilth.uk/mcp
Discovery /.well-known/mcp.json

Streamable HTTP · stateless · no key

  1. 01 Buyer question

    “Is this urea quote competitive?”

  2. 02 Diligo MCP

    The agent discovers six purpose-built tools.

  3. 03 Forecast + evidence

    Live price, model band, history and caveats.

  4. 04 Procurement action

    Buy, negotiate, wait or set an alert with the buyer's consent.

The callable surface

Five read-only tools. One consent-gated action.

Product discovery, live prices, history, official-index comparison, quote checking and double-opt-in price alerts.

list_products get_fertiliser_price get_price_history compare_forecast_to_defra compare_quote_to_index subscribe_price_alert
Client config 
{
  "servers": {
    "tilth": {
      "type": "http",
      "url": "https://www.tilth.uk/mcp"
    }
  }
}
Representative tool result 
{
  "product": "UREA_GRANULAR",
  "estimate_gbp_per_tonne": 443.99,
  "band_low_gbp_per_tonne": 416.40,
  "band_high_gbp_per_tonne": 471.57,
  "as_of": "2026-07-26",
  "caveats": ["Estimate, not an offer"],
  "citation": "Tilth · CC BY 4.0"
}
What we produce every day

Two markets. One production discipline.

The Diligo Intelligence Hub turns different physical-market data into daily benchmarks, forecasts and decision-ready signals. The Marketplace is one of its consumers, not its owner.

United Kingdom · fertiliser

Daily price estimates that are scored in public.

Public
Products
9 grades
Cadence
Daily
Forward view
Price + band
Distribution
Web · API · MCP

Public estimates and uncertainty bands, checked against the authoritative prices that follow.

Italy · road fuel

Daily benchmarks and seven-day price forecasts.

Production
Products
4 fuel types
Cadence
Daily
Forward view
7 days
Uncertainty
80% interval

Official station observations become national-to-station benchmarks and seven-day forecasts for diesel, petrol, LPG and methane.

Ingest Validate Benchmark Forecast Distribute Act