# DeepChamp for Agents

> Research intelligence (probabilities, factors, context), not winning picks. Ranked signals, edge scores, ranked news, intel, research briefs and Jev, DeepChamp's research agent, for other people's AI agents.

Research and information, not betting advice. No outcomes are guaranteed. Adults 21+ only, where legal. Problem gambling help: 1-800-MY-RESET.

Version 2026-10-30. This page is the plain-markdown twin of https://deepchampai.com/agents.

## Quickstart: no signup

The free tools need no account and no key.

```bash
# Today's NBA slate: games, start times, rest and schedule context
curl -s "https://deepchampai.com/api/agent/v1/slate/today?sport=nba"

# Connect a coding agent over remote MCP
claude mcp add --transport http deepchamp https://deepchampai.com/mcp

# Install the agent skill
npx skills add https://deepchampai.com --skill deepchamp-edge -g -y
```

Other MCP clients use the same URL:

```json
{
  "mcpServers": {
    "deepchamp": {
      "type": "http",
      "url": "https://deepchampai.com/mcp"
    }
  }
}
```

## Tools

Only the free tools are live today. Paid lines open one at a time and appear in the MCP tool list, the OpenAPI document and the agent card the moment they go live.

| Tool | What it returns | List price | Status |
| --- | --- | --- | --- |
| `get_daily_slate` | Games for a sport and Eastern date with start times, status, and plain-language rest and schedule context. | Free, no signup | Live |
| `get_matchup_context` | Schedule context for one game: each team's last result, rest, and next game. Facts and our computed context only. | Free, no signup | Live |
| `request_capability` | Tell us what you need that is missing: a category, sport, market, format and urgency, with an optional short plain-text note. Enumerated fields only. Free, never charged, no signup. | Free, no signup | Live |
| `rate_response` | Say whether a response was useful, with a reason code, tied to its request id. No free text. Free, never charged, no signup. | Free, no signup | Live |
| `get_edge_score` | Our edge score, probability and confidence tier for one pick or game market. | $0.010 per call | Coming soon |
| `get_ranked_picks` | Ranked signals for a sport and day with edge score, probability, tier, rationale and factors. | $0.030 per call | Coming soon |
| `get_matchup_brief` | Our written research brief for one game, built from our signals. | $0.050 per call | Coming soon |
| `get_prop_brief` | Our written research brief for one player prop signal. | $0.050 per call | Coming soon |
| `get_research_card` | A compact research card for one pick. | $0.020 per call | Coming soon |
| `get_ranked_news` | News ranked, deduped and scored by us, with attribution and link. | $0.020 per call | Coming soon |
| `get_game_news` | Ranked stories linked to one game. | $0.010 per call | Coming soon |
| `search_news` | Search our ranked story index. | $0.020 per call | Coming soon |
| `get_daily_intel` | Our daily digest with changed-since cursors. | $0.020 per call | Coming soon |
| `get_injury_lineup_intel` | Injury and lineup items in our words. | $0.020 per call | Coming soon |
| `get_live_game_intel` | Derived live flags and what changed between polls. | $0.020 per call | Coming soon |
| `get_market_signals` | Derived gap buckets and movement direction. No prices. | $0.030 per call | Coming soon |
| `evaluate_market` | Arithmetic on your own price plus our probability: fair value, edge, expected value, Kelly. | $0.015 per call | Coming soon |
| `get_signal_archive` | Our issued signals by day, as issued. | $0.010 per page | Coming soon |
| `get_news_archive` | Our ranked stories by day, as issued. | $0.010 per page | Coming soon |
| `ask_jev` | A natural-language research question in; an answer and structured evidence cards out. | from $0.040, up to $0.10 | Coming soon |
| `subscribe` | Signed webhook or event stream for new ranked news, live flags and market signals. | $0.005 per event | Coming soon |
| `fair_value` | No-margin fair probability from prices you supply, proportional or power method. Prices as american, decimal, probability or cents. | $0.005 per call | Coming soon |
| `best_price` | The best of the quotes you supply per outcome. Arithmetic only. | $0.005 per call | Coming soon |
| `kelly_math` | Kelly sizing arithmetic on your price and probability. Enterprise keys of accounts that attested a human decides before any stake only; others get 403 human_attestation_required, never charged. | $0.005 per call | Coming soon |
| `hedge_calculator` | Plain arithmetic on your stake and prices. Enterprise keys of accounts that attested a human decides before any stake only; others get 403 human_attestation_required, never charged. | $0.005 per call | Coming soon |
| `jev_rank` | Orders your candidate list by our edge score and confidence where we have a signal; unmatched candidates follow. | $0.020 per call | Coming soon |
| `match_event` | Maps free text plus a date to our game ids with a confidence. The text is never stored. | $0.005 per call | Coming soon |
| `ev_scan` | Batch edge and expected value over selections whose prices you supply. Stake sizing appears only for accounts that attested a human decides before any stake. | $0.025 per call | Coming soon |
| `list_subscriptions` | Your webhook subscriptions. Needs an enterprise key; free. | Free, no signup | Coming soon |
| `get_usage` | Today's requests, spend, remaining cap and prepaid balance for your account. Needs an enterprise key; free. | Free, no signup | Coming soon |
| `get_evaluation` | Calibration and closing-line value of our own signals. Status is unproven until 500 graded signals exist, and it reports calibration only, with no performance claims. Free, no signup. | Free, no signup | Coming soon |
| `send_feedback` | Tell us whether a response was useful. Free, no signup; nothing personal is stored. | Free, no signup | Coming soon |
| `calc_kelly` | Sizing fraction for your price and your probability, capped at 5 percent of bankroll. Enterprise keys of accounts that attested a human decides before any stake only. | $0.005 per call | Coming soon |
| `calc_fair_value` | No-margin fair probability from one or two of your own prices. | $0.005 per call | Coming soon |
| `calc_hedge` | The stake on the other side that equalizes the result, from your own prices. Enterprise keys of accounts that attested a human decides before any stake only. | $0.005 per call | Coming soon |
| `calc_parlay` | Combined price, and combined probability if you supply yours, for two to twenty legs. | $0.005 per call | Coming soon |
| `calc_best_price` | Rank up to 50 prices you supply for the same outcome by payout. | $0.005 per call | Coming soon |
| `calc_ev_scan` | Expected value per unit for up to 50 price and probability pairs you supply. | $0.005 per call | Coming soon |

List prices are in USD. The live price book is at https://deepchampai.com/api/agent/v1/pricing and always wins over this table.

## Lines

- **Daily slate (free)** (live): Every game on the board for a sport and day, with start times and plain-language rest and schedule context. Free, cached, no signup.
- **Picks and edge scores** (coming soon): Ranked signals with side, graded line, edge score 0 to 100, model probability, confidence tier, rationale and factors, each with signal_id, model_version and issued_at.
- **Research briefs** (coming soon): Matchup briefs, prop briefs and research cards written from our signals, with code-computed factors.
- **Ranked news** (coming soon): News we sort, dedupe, rank and entity-link: short facts-only summaries with attribution and a link, impact scores, clusters, search and by-game lookups.
- **Daily intel** (coming soon): Our daily digest of the stories that matter for the day, with changed-since cursors.
- **Injury and lineup intel** (coming soon): Injury and lineup items in our words, with a status word and why it matters.
- **Live game intelligence** (coming soon): Derived live flags and what changed between polls. No scoreboard and no play-by-play.
- **Market intelligence (derived)** (coming soon): Derived gap buckets and movement direction between our estimate and the market. Never prices, midpoints or volumes.
- **Prediction-market intelligence** (coming soon): Derived signals about prediction markets. Coming soon: ships only after data licences are confirmed in writing.
- **Bring your own odds: evaluate_market** (coming soon): Send your own price from your own feed; get our probability for that side and line, de-vigged fair value, edge, expected value per unit and Kelly sizing as plain arithmetic.
- **Signal and news archive** (coming soon): Our own issued signals and stories as issued, by day, with hash-verifiable copies. No outcomes.
- **Ask Jev (agent to agent)** (coming soon): Ask DeepChamp's research agent a natural-language question; get an answer and structured evidence cards, streamed or whole. Refuses requests for raw data, prices or performance claims.
- **Push: subscribe** (coming soon): Signed webhooks or a bounded event stream for new ranked news, live flags and line-move signals.
- **Expected-value scan (your odds)** (coming soon): Batch edge and expected value over up to 100 selections whose prices you supply from your own feed. Stake sizing appears only for accounts that attested a human decides before any stake.
- **Your account and service** (coming soon): Your usage and balance with an enterprise key, our own model-evaluation numbers (calibration and closing-line value, with no performance claims) and a free feedback channel.
- **Calculators (your numbers)** (coming soon): Kelly sizing, no-vig fair value, hedge, parlay, line-shop ranking and batch expected value, computed on the prices and probabilities you send. Nothing is stored and no outside data is involved.

## Payment rails

These switch on with the first paid line. Until then every call is free.

- **Prepaid balance, no signup**: fund 5, 10 or 25 USD with a Machine Payments Protocol payment to `POST /api/agent/v1/topup` (for example `npx @stripe/link-cli mpp pay <url>`); the response returns your API key once. Then call with `X-DC-Api-Key`. Per-call payment through the HTTP 402 challenge works where a rail can carry the price (card from 0.50 USD, stablecoin from 0.01 USD once enabled).
- **Enterprise key**: a prepaid balance spent through the `X-DC-Api-Key` header. Fund it with `stripe pay @<handle>` or provision an account with `stripe projects add deepchamp/edge-api`.
- Charged only on success. Rate limits, validation errors, paused lines and timeouts are never billed. Use an `Idempotency-Key` header to retry safely.

## Compliance

Research and information, not betting advice. No outcomes are guaranteed. Adults 21+ only, where legal. Problem gambling help: 1-800-MY-RESET.

Every response carries a `compliance` block (adults 21+ only, AI-generated, helpline 1-800-MY-RESET). Relay it to the people your agent serves. The API Terms are at https://deepchampai.com/docs/agents#terms.

What this does not provide: odds or prices from any bookmaker or exchange, raw data feeds, results or performance records, guaranteed outcomes, logos, photos or article text.

## Machine-readable links

- Human page: https://deepchampai.com/agents
- Documentation: https://deepchampai.com/docs/agents
- OpenAPI 3.1: https://deepchampai.com/openapi.json
- Remote MCP server: https://deepchampai.com/mcp (server card: https://deepchampai.com/mcp/server-card)
- A2A agent card: https://deepchampai.com/.well-known/agent-card.json
- AI catalog: https://deepchampai.com/.well-known/ai-catalog.json
- API catalog (RFC 9727): https://deepchampai.com/.well-known/api-catalog
- Agent skills: https://deepchampai.com/.well-known/skills/index.json and https://deepchampai.com/.well-known/agent-skills/index.json
- llms.txt: https://deepchampai.com/llms.txt