Live odds & stats.
In your own AI tool.
Free and open source. A live sports data plane as MCP tools — cross-book odds, official stats and results — wired straight into the AI client you already use (Claude Desktop, Cursor, and more), plus a full agent workbench app.
Browse every tool
Pick an MCP to see exactly what it gives you — every tool, across 60 data providers.
These are the data tools, inside your own AI client (Claude Desktop, Cursor, ChatGPT… — you bring your model key). No agents, no app to run — just live sports & odds in the assistant you already use. Want the chat, the agent team and the live monitors too? That's the agent workbench app — also free, also open source, and a separate download.
Watch the agents work
Pick a question. The team routes it to a specialist, calls the real data tools, and answers with sources — every step visible.
A recorded preview of the agent workbench app, which is a separate free download. If you just want the raw data tools inside your own AI client, you don't need the app at all.
Which agent to leverage
Thirty-two specialists ship with the app, in six kinds. You rarely have to pick — the orchestrator routes for you — but it's worth knowing what's on the bench.
Router & data specialists
A toolless orchestrator that delegates, and desks that each own one slice of the data plane — odds, stats, racing, prediction markets, news.
Quant & guardrails
Sandboxed modelling, backtests and arb hunting — then the ledger agents that keep the record straight and gate sizing against your bankroll.
Domain agents
Where the competition's rulebook is the hard part, not the data. FPL, ESPN, MyFantasyLeague and Sleeper each get their own; the FPL Manager is the worked example, spec and all.
Meta agents
The generalist catches what nothing else covers and writes a reusable skill from it; the builder turns a recurring need into a versioned agent of your own.
Every agent is a spec file: a narrow tool surface, a prompt full of that domain's traps, and hard ceilings on calls, tokens, time and dollars. The full roster, the anatomy of a spec, and the FPL agent end to end →
See the agent types →One platform, four desks In the app
Trading desk
Cross-book best price, line movement and steam alerts, CLV-honest backtests against the sharp close — your edge, measured properly.
Analytics & coaching
Stats, box scores, ladders, form and models across AFL, NRL, NBA, MLB, racing and more — grounded, with sources on every claim.
Fantasy desk
Projections plus a deterministic salary-cap optimiser. Cash floor or GPP ceiling — the judgment calls made explicit, never hidden.
Build your own agents
Describe the agent you want in plain English — the builder wires the data, skills and budgets. Versioned, so upgrades never break you.
The app on your machine Free download
A full agentic workbench — free, open source, downloadable today: bring your own model key and the whole agent team runs locally — your data, your compute, your files. Expand any reply into its reasoning and tool trace, watch live arbitrage / line-move / value monitors, toggle data providers on and off, pin a model per agent or per conversation, and scope any chat to just the feeds it needs. Or skip the app and use the MCP data plane in your own client.
Western Bulldogs v Adelaide — 7 books
| Book | Bulldogs | Adelaide |
|---|---|---|
| Pinnacle | 1.73 | 2.12 |
| TAB | 1.74 | 2.10 |
| Unibet | 1.78 | 2.06 |
Best available: Bulldogs 1.78 (Unibet), Adelaide 2.12 (Pinnacle). Your afl-totals v3 model makes the under 165.5 a +9.4% edge at TAB — I've set a watch.
Get it — free & open source
MIT licensed. No account, no key, no catch. Bring your own model key to the app; the data tools need nothing at all.
# now on PyPI — one line in any MCP client:
uvx sportsdata-mcp serve
# check what works from where you are:
uvx sportsdata-mcp coverage
# or the prebuilt app (no Python):
# download, unzip, ./sportsdata-mcp setup
Add to Cursor →
Download app →
Source on GitHub
Explore the rest of the site
Live surfaces built on the same data plane — all free to open, nothing to install.
Agent types →
The full roster in six kinds, the anatomy of an agent spec, and the FPL Manager agent end to end — spec, tool budget and a sample answer.
See which agent to leverageRacing board →
A terminal for racing money flow: which runners are shortening, a fair price per runner, and value across Sportsbet, PointsBet and Betfair.
Open the racing terminalSports board →
Prediction markets and the exchange as the sharp line — Kalshi, Polymarket, Betfair, Pinnacle — with bookmakers measured against it for value.
Open the sports terminal