Olympus Bets Analytics (Olympus Bets LLC) exposes its production quant stack as a standalone Streamable HTTP MCP server at https://app.olympus-bets.com/mcp. This is not the consumer website wrapped in a chatbot. Agents call the same Monte Carlo pipeline that powers the public board: 12 leagues, 10,000+ simulations per game, Bayesian calibration, and a correction-audited public ledger.
Brand note: Olympus Bets Analytics is not affiliated with the unrelated “OlympusBet” sportsbook.
Who this is for
- Product teams building sports or betting research agents
- AI-agent builders who need live projections without standing up a sim farm
- Media, research, and internal quant tooling that wants source-timed model output
- Developers evaluating MCP servers that return real domain data, not stubs
The three tiers (jobs, not buzzwords)
| Tier | Job | What you get |
|---|---|---|
| Free / anonymous | Try and trust | 6 discovery tools with no key; 9 data tools (free slate, schedules, entities, public track record) with a free email-minted key from app.olympus-bets.com/mcp/free-key. |
| MCP Connect | Today’s paid board in the agent | Bundled with website Premium. get_premium_slate, get_premium_game_recommendation, ~1,000 weighted units/month. |
| MCP Pro | Research infrastructure | Connect tools + get_premium_history + get_projection_history, ~10,000 units/month, website Premium included. $49/mo or $499/yr. |
Sell yourself Pro when you need archive, volume, and workflow — not when free tools already answer the evaluation question.
Five-minute free eval
- Add the server URL in Claude Desktop, Claude.ai Connectors, Cursor, Windsurf, ChatGPT Connectors, or any Streamable HTTP MCP client:
https://app.olympus-bets.com/mcp - Set authentication to None for public tools.
- Ask: “What does Olympus project for tonight?” or “Summarize Olympus track record last 30 days.”
- Optionally call
get_subscription_optionsfor live plans and checkout links from inside the agent.
Copy-paste JSON for every major client lives on the install page: /mcp-server.
Check your client before you upgrade
The paid tiers authenticate with an Authorization: Bearer header, so your client has to be able to send one. Claude Code, Cursor, Windsurf, Cline and custom agents can. Claude’s own custom connectors do have a Request headers option that accepts Authorization, but it is in beta rollout — check whether your account shows it, or ask Anthropic for access. ChatGPT cannot — they offer only No authentication or OAuth, with no field for a token — so MCP Connect and MCP Pro will not work from ChatGPT today, even after you pay. ChatGPT is still fine for the free public tools. If ChatGPT is your only client, do not buy yet; OAuth support to close this gap is planned.
When free is not enough
Public tools intentionally mask premium selection and edge detail on non-free inventory. Upgrade when your workflow needs:
- Today’s full premium slate and matchup recommendations (Connect or Pro)
- Filterable ~90-day resolved premium-pick convenience views (Pro)
- Queryable normalized projection history, including model-only rows where coverage exists (Pro)
- Higher monthly weighted-unit budget for multi-agent or research loops (Pro)
Activate MCP Pro (post-checkout)
A paid subscription without a minted token is an incomplete setup. After checkout:
- Complete MCP Pro checkout (separate from website Premium; nothing auto-charges existing members):
- Open Premium → Account & Billing → MCP access and mint a bearer token. It is shown once; Olympus stores only an irreversible lookup ID.
- Add the header to your client config:
{
"mcpServers": {
"olympus-bets": {
"type": "streamable-http",
"url": "https://app.olympus-bets.com/mcp",
"headers": {
"Authorization": "Bearer YOUR_TOKEN"
}
}
}
}
- Call a protected tool, e.g.
get_premium_slateorget_projection_history. Auth failures return clear[mcp_auth]/[mcp_quota]style errors so agents can recover.
There are no usage overage charges. Rate limits protect the host; content gating (not infinite free depth) is the monetization lever. Full plan comparison: /subscribe#mcp-pro.
Example agent prompts
- “Using Olympus MCP, list tonight’s free projections with model vs market-implied probability.”
- “Pull methodology and engine versions; summarize calibration steps in one paragraph.”
- “Query track record for the last 14 days and report units and win rate without spinning losses.”
- “(Pro) Filter projection history for MLB totals last 30 days where model-only observations exist.”
- “Call get_subscription_options and explain Connect vs Pro for our research bot.”
Trust surface
- Read-only — no wagering, payments, or member PII in tool results.
- Public ledger — resolved picks are queryable; corrections retain prior values and evidence.
- Discovery —
/.well-known/mcp/server-card.json, registry namespacecom.olympus-bets/olympus-bets-analytics. - Docs — methodology, track record, llms.txt, open-source mirror github.com/drduda9/olympus-bets-mcp.