Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Live odds, cross-book +EV and graded player-prop results across 37 books. Hosted endpoint included.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
PROPLINE_API_KEY, PROPLINE_BASE_URL, Authorization비밀로 표시된 값은 내 계정의 열쇠예요. 절대 다른 사람과 공유하거나 채팅에 붙여 넣지 마세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
이 주소는 요청 header에 키가 필요한데, 커넥터 추가 메뉴에서는 넣을 수 없어요. 대신 Claude Code, Cursor, VS Code를 쓰세요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"propline": {
"command": "npx",
"args": [
"-y",
"propline-mcp"
],
"env": {
"PROPLINE_API_KEY": "your-value",
"PROPLINE_BASE_URL": "your-value"
}
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add --transport http propline https://mcp.prop-line.com/mcp --header 'Authorization: your-value'claude mcp add propline --env PROPLINE_API_KEY=your-value --env PROPLINE_BASE_URL=your-value -- npx -y propline-mcp실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"propline": {
"url": "https://mcp.prop-line.com/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"propline": {
"command": "npx",
"args": [
"-y",
"propline-mcp"
],
"env": {
"PROPLINE_API_KEY": "your-value",
"PROPLINE_BASE_URL": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"propline": {
"type": "http",
"url": "https://mcp.prop-line.com/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"propline": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"propline-mcp"
],
"env": {
"PROPLINE_API_KEY": "your-value",
"PROPLINE_BASE_URL": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 주소는 요청 header에 키가 필요한데, 커넥터 추가 메뉴에서는 넣을 수 없어요. 대신 Claude Code, Cursor, VS Code를 쓰세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
PROPLINE_BASE_URL envAuthorization 비밀 HTTP header이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
아직 이 서버의 도구 목록을 읽지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 6일 점검
레지스트리 이름이 GitHub 계정 proplineapi 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트를 점검할 때 도구 목록을 읽어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
입력해야 할 값: PROPLINE_API_KEY, Authorization
둘 다 가능해요. 내 컴퓨터에 설치해도 되고, 클라우드 버전에 연결해도 돼요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.55.0)은 9일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Recta
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Cheaper cross-chain stablecoin routes for AI agents; 5 % of the verified saving, nothing if none.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
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.
Once installed, you can prompt the model with things like:
The model uses these tools transparently:
| Tool | What it does |
|---|---|
propline_list_sports | Discover what sports PropLine polls (54 today) |
propline_list_events | Upcoming events for a sport, with ids |
propline_list_event_markets | Available market types for an event |
propline_get_odds | Live odds — bulk by sport or full props per event. Accepts period (q1/h1/p1/f5/…) to scope to game-period markets; include_depth adds order-book depth per outcome. |
propline_get_odds_history | Hobby+: snapshot history per outcome; supports period (q1/h1/…) plus time-window filters (from/to, relative_from/relative_to, interval, changes_only) |
propline_get_odds_closing | Hobby+: opening and closing line per (book, market, outcome) — CLV helper. Accepts period to scope to a specific game period. |
propline_grade_clv | Hobby+: grade placed bets against their closing lines. Returns closing price, de-vigged closing fair (fair_source = sharpest book at close, not yours), clv_pct (price-vs-price, vig-blind) and ev_vs_close_pct (the honest number), plus the graded result once the game settles. Fail-closed matching; unstarted events come back closing_is_final: false and are excluded from the averages. devig: multiplicative or shin. |
propline_settle_bets | Hobby+: settle placed bets, singles or parlays: won / lost / push / void / half_won / half_lost, with the stat each settled on, payout and profit. Works at books and lines PropLine never stored (source: computed); quarter lines settle as two half-stakes; pending until graded. |
propline_price_parlay | Hobby+: fair price of a parlay across games from the no-vig lines, each leg's best price, every book's product price, EV% of an offered price. Same-game legs flagged. |
propline_lookup_event_ids | Free: find PropLine's event (with result) from a sportsbook's own event id, an ESPN id or an MLB gamePk. |
propline_price_sgp | Hobby+: price a same-game parlay at the book's own correlated odds (FanDuel, DraftKings, BetOnline, LowVig — or bookmaker: "all" for every book side by side with best_bookmaker). Returns sgp_price, independent_price (product of the live single-leg prices) and correlation_factor (their ratio). Legs are named exactly as /odds names an outcome; matching is fail-closed. |
propline_export_odds_history | Backfill-pass / Enterprise: bulk line-movement tick history (every snapshot, per book) for a sport. Requires a since/until window; result capped to 200 rows (use the REST endpoint directly for the full file). |
propline_get_futures | Season-long futures — championship/division/conference winners, MVP + awards, season win totals — across Bovada/FanDuel/DraftKings/Pinnacle/Kalshi (free) |
propline_get_scores | Game scores + status (free) |
propline_get_dfs_payouts | PrizePicks Power/Flex payout schedule + per-leg breakeven win probability (free) |
propline_get_mlb_grand_salami | Synthetic daily MLB Grand Salami — total runs + each book's implied line (free) |
propline_get_nhl_daily_goals_total | Synthetic daily NHL goals total — hockey's Grand Salami (free) |
propline_get_resolution_summary | Graded-prop volume + per-sport/market breakdown (free) |
propline_get_event_ids | Event id crosswalk — ESPN, MLB gamePk and each book's own event id (free) |
propline_get_book_accuracy | Sportsbook accuracy report — how well each book prices props, vs the market (free) |
propline_get_golf_rounds | A golfer's completed rounds by tour (PGA, DP World, LIV, LPGA, Korn Ferry, Champions) with L5/L10/L20 (free) |
propline_get_golf_tournaments | Golf tournaments with round data, by tour and season (free) |
propline_get_injuries | Current injury report for NFL, NCAAF, NBA, WNBA, NHL, MLB (free) |
propline_get_injury_history | Injury status changes over the last 1-90 days (free) |
propline_get_referees | Referee card stats — cards per match, last and next match (32 soccer leagues, free) |
propline_get_referee_matches | One referee's matches with each team's cards (32 soccer leagues, free) |
propline_get_market_coverage | Every market each book prices on upcoming games, and on how many (free) |
propline_get_history_coverage | When each book's odds history starts, per sport (free) |
propline_get_event_stats | Raw box-score stats (free, book-agnostic) |
propline_get_event_context | Game conditions a prop settles under — probable pitchers, lineup flag, home-plate umpire, first-pitch weather (free) |
propline_get_event_movement | Line movement + steam detection (sharp-money signal across all books) from the tick history (Hobby+). since (e.g. -6h) measures from a moment; include_book_ids adds book ids. |
propline_get_event_results | Pro: graded won/lost/push per prop |
propline_search_players | Free: find a player by name fragment → stable player_id + every spelling the books use (known_names) |
propline_get_player_history | Player prop history with resolution; accepts a player_id; optional main_line_only; entries carry is_main_line + line_moved_in_play |
propline_get_player_games | Player game log — recent games with every raw box-score stat per game, one call instead of one per event; opponent gives head-to-head (last N *meetings*). Raw-stat archive, so it includes games no book priced. Accepts a player_id in place of the name |
propline_get_player_trends | Hit-rate trends — over/under/push splits over last 5/10/20/50 graded games, streak, avg actual (optional dfs_odds_type to scope to a PrizePicks flavor) |
propline_get_event_ev | Pro: cross-book +EV with no-vig fair lines (devig: multiplicative or shin; fair_source: pick the anchor book(s), tried in order) |
propline_get_event_projections | Hobby+: market-implied consensus projection per (market, player) |
propline_get_best_line | Hobby+: cross-book line shopping — best price per (market, player, line) across all comparable books, all_prices sorted best-first; optional bookmakers filter |
propline_list_webhooks | Streaming Lite+: list webhook subscriptions (read-only, secrets masked) |
propline_get_webhook_deliveries | Streaming Lite+: recent delivery attempts for a webhook — status, HTTP code, attempts, payload; before_id pages backwards. The "why isn't my webhook firing" tool |
propline_create_free_api_key | Sign the user up for a free personal key from inside the chat. Takes the email the user gives; the key is emailed to them (never returned), with a ready-made connector URL to reconnect. The only tool that is not read-only |
The same 41 tools are served over Streamable HTTP at
https://mcp.prop-line.com/mcp
Use it from any remote-capable client — nothing to install, nothing to run.
| Client | How |
|---|---|
| Claude Code | claude mcp add --transport http propline https://mcp.prop-line.com/mcp |
| Claude.ai / Claude Desktop | Settings → Connectors → Add custom connector → URL above |
| Cursor | Settings → MCP → Add server → type http, URL above (one-click) |
| ChatGPT (developer mode) | Settings → Connectors → Create → MCP server URL above |
| Any client | Streamable HTTP, endpoint /mcp; GET / returns a JSON manifest |
Auth is per request. Send your PropLine key as Authorization: Bearer (or X-API-Key: , or ?apiKey= for clients that cannot set headers). With no key the endpoint falls back to the shared free demo key — every tool works, paid features are redacted, limits are pooled. Keys are used for the one request and never stored.
Claude Code with your own key:
claude mcp add --transport http propline https://mcp.prop-line.com/mcp \
--header "Authorization: Bearer YOUR_KEY"
The stdio build below (npx -y propline-mcp) is the same code; pick whichever your client prefers.
No key needed to try it. The server falls back to a shared public demo key, so this just works:
npx -y propline-mcp
Your 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.
While the demo key is in use, every tool result carries a second content block noting the pooling and redaction, so the assistant can explain an empty field or a 429 accurately. It disappears the moment you set your own key. The note also tells the assistant it can offer propline_create_free_api_key, so a user can get their own key without leaving the chat.
prop-line.com — free tier is 1,000 requests/day, no credit card. Hobby at $9/mo unlocks resolution, history, closing lines and +EV — Pro at $19/mo is that same feature set at 25,000 requests/day.
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 30 PropLine tools. (Or skip the install and add https://mcp.prop-line.com/mcp as a custom connector — see the hosted endpoint above.)
claude mcp add propline \
--env PROPLINE_API_KEY=YOUR_KEY \ -- npx -y propline-mcp
Run propline-mcp as a stdio server. Most clients accept a command + env. See the MCP spec for client-specific config.
| Env var | Required | Default | Notes |
|---|---|---|---|
PROPLINE_API_KEY | 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. |
| `PRO
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요