PropLine
OfficialPropLine MCP lets you query live sports betting odds, player props, scores, and analytics using natural language through any MCP-compatible AI assistant. Key capabilities include:
Discover Sports & Events: List all 38+ sports covered (MLB, NBA, EPL, etc.), fetch upcoming/live events with team names and start times, and identify available market types (spreads, totals, player props, etc.) for specific events.
Live Odds: Pull real-time odds across up to 13 sportsbooks (DraftKings, FanDuel, Pinnacle, BetMGM, PrizePicks, and more). Filter by bookmaker or market type (e.g.,
player_points,pitcher_strikeouts).Odds History & Line Movement: Retrieve historical line-movement snapshots, detect sharp-money steam moves, export bulk tick-by-tick odds history, and get closing lines for CLV analysis (Hobby+ tier).
Scores & Game Results: Check live and recent game scores and statuses (scheduled, live, final) for free.
Box-Score Stats: Fetch raw per-player box-score stats for completed games, plus game context like probable pitchers, lineups, umpire, and weather.
Prop Resolution & Grading: View graded prop outcomes (won/lost/push/void) with actual stat values vs. the line for completed events (Pro tier), plus a summary of graded prop volume across sports and markets.
Player Prop History & Trends: Track a player's prop-bet history with lines, prices, and resolution across recent games, and analyze hit-rate trends (over/under splits, streaks, avg actuals) over last 5–50 games.
+EV & Sharp Betting Analysis: Calculate cross-book positive expected value (+EV%) using Pinnacle-anchored no-vig fair lines to identify potentially profitable plays (Pro tier).
propline-mcp
Listed in the official MCP Registry as io.github.proplineapi/propline-mcp — discoverable from Claude Code, Claude Desktop, and any MCP-aware client.
Model Context Protocol server for the PropLine player props betting odds API. Plug it into Claude Desktop, Claude Code, or any MCP-compatible client and ask natural-language questions about live odds, prop resolution, cross-book +EV, scores, and box-score stats — the model picks the right tool, calls the API, and answers from real data.
No more "I'd need an API for that" deflections from your AI assistant. PropLine MCP turns sports-betting research into a chat.
What you can ask
Once installed, you can prompt the model with things like:
"What's the +EV on Yankees vs Red Sox tonight across all books?"
"Pull Aaron Judge's last 20 prop-bet history with hit/miss outcomes."
"List today's MLB pitcher strikeout props from DraftKings and Pinnacle side by side."
"Did Nikola Jokic's points prop hit last night? What was the line?"
"Compare PrizePicks DFS projections to Bovada lines for tonight's NBA slate."
"What's the first-quarter total on Lakers vs Celtics, and which book has the best Over?"
The model uses these tools transparently:
Tool | What it does |
| Discover what sports PropLine polls (38 today) |
| Upcoming events for a sport, with ids |
| Available market types for an event |
| Live odds — bulk by sport or full props per event. Accepts |
| Hobby+: snapshot history per outcome; supports |
| Hobby+: closing line per (book, market, outcome) — CLV helper. Accepts |
| Backfill-pass / Enterprise: bulk line-movement tick history (every snapshot, per book) for a sport. Requires a |
| Game scores + status (free) |
| Graded-prop volume + per-sport/market breakdown (free) |
| Raw box-score stats (free, book-agnostic) |
| Game conditions a prop settles under — probable pitchers, lineup flag, home-plate umpire, first-pitch weather (free) |
| Line movement + steam detection (sharp-money signal across all books) from the tick history (Hobby+) |
| Pro: graded won/lost/push per prop |
| Player prop history with resolution |
| Hit-rate trends — over/under/push splits over last 5/10/20/50 graded games, streak, avg actual |
| Pro: cross-book +EV with no-vig fair lines |
Related MCP server: SportIntel MCP Server
Install
1. Get a PropLine API key
prop-line.com — free tier is 1,000 requests/day, no credit card. Pro at $19/mo unlocks resolution, history, and +EV.
2. Add to your MCP client
Claude Desktop
Edit ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows):
{
"mcpServers": {
"propline": {
"command": "npx",
"args": ["-y", "propline-mcp"],
"env": {
"PROPLINE_API_KEY": "YOUR_KEY_HERE"
}
}
}
}Restart Claude Desktop. The hammer icon should show 13 PropLine tools.
Claude Code
claude mcp add propline \
--env PROPLINE_API_KEY=YOUR_KEY \
-- npx -y propline-mcpAny other MCP client
Run propline-mcp as a stdio server. Most clients accept a command + env. See the MCP spec for client-specific config.
Configuration
Env var | Required | Default | Notes |
| yes | — | Get a free key at prop-line.com |
| no |
| Override for self-hosted setups |
Comparison with the-odds-api
PropLine is API-compatible at the response level (same bookmakers[].markets[].outcomes[] shape) and adds three things the-odds-api doesn't offer at any tier:
Prop resolution — every Over/Under graded against the actual box-score stat after the game
Cross-book +EV — Pinnacle-anchored no-vig fair lines per book, sorted with +EV plays at the top
Webhooks — push delivery on Streaming tier, not pull-only
Pricing: free at 1,000 req/day (vs their 500/month), Pro at $19/mo for 25,000 req/day, Streaming at $79/mo for 1,000,000 req/day. No credit math.
License
MIT
Maintenance
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