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 |
| Season-long futures — championship/division/conference winners, MVP + awards, season win totals — across Bovada/FanDuel/DraftKings/Pinnacle (free) |
| 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 (optional |
| Pro: cross-book +EV with no-vig fair lines |
Related MCP server: SportIntel MCP Server
Zero-config quick start
No key needed to try it. The server falls back to a shared public demo key, so this just works:
npx -y propline-mcpYour agent can immediately pull live odds, scores, and stats. The demo key is free-tier and shared — paid features (resolution, +EV, history, exports) return a redacted teaser, and limits are pooled across everyone. For full access and your own limits, set PROPLINE_API_KEY (below). Get a free personal key at prop-line.com.
Install (with your own key)
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 |
| no | shared demo key | Unset = shared free demo key (paid features redacted, pooled limits). Set your own free key from prop-line.com for full access. |
| 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
Latest Blog Posts
- Your AI Chatbot Just Exposed Your CEO's Salary to an InternBy Om-Shree-0709 on .Agent IdentityMCP SecurityOAuth Delegation
- Why MCP Servers Need Execution Sandboxing (And Why Your Current Stack Isn't Enough)By Om-Shree-0709 on .Agentic AiPrompt InjectionWebAssembly
MCP directory API
We provide all the information about MCP servers via our MCP API.
curl -X GET 'https://glama.ai/api/mcp/v1/servers/proplineapi/propline-mcp'
If you have feedback or need assistance with the MCP directory API, please join our Discord server