Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
คำอธิบายจากผู้ทำ (ภาษาอังกฤษตามต้นฉบับ)
Live tennis scores, players, rankings, odds and win-probability. ATP, WTA, Challenger, ITF, juniors.
สามเรื่องนี้ไม่รวมเป็นคะแนนเดียว เพราะความเห็น การวัด และความนิยม เป็นคนละเรื่องกัน
ตัวนี้ยังไม่ได้เรียบเรียงเป็นภาษาไทย ด้านล่างคือข้อเท็จจริงที่เราอ่านจาก registry
เลือกโปรแกรม AI ที่คุณใช้ แล้วคัดลอกค่าตั้งไปวาง
LIVETENNISAPI_KEY, Authorizationค่าที่ติดป้ายความลับคือกุญแจของบัญชีคุณ อย่าส่งให้ใคร และอย่าวางในแชต
ต้องเตรียมก่อน
คุณใช้แอปไหน
เลือกแอปด้านบน เราจำไว้ให้ ครั้งหน้าปุ่มจะขึ้นว่า “ติดตั้งลง …”
ที่อยู่นี้ต้องใส่ key ใน header ของคำขอ ซึ่งเมนูเพิ่ม connector ใส่ให้ไม่ได้ ใช้ Claude Code, Cursor หรือ VS Code แทน
เปิด Claude Desktop → Settings → Developer → Edit Config แล้ววางค่านี้ในไฟล์ claude_desktop_config.json
{
"mcpServers": {
"livetennisapi": {
"command": "npx",
"args": [
"-y",
"livetennisapi-mcp"
],
"env": {
"LIVETENNISAPI_KEY": "ใส่ค่าของคุณ"
}
}
}
}พิมพ์คำสั่งนี้ใน Terminal
claude mcp add --transport http livetennisapi https://mcp.livetennisapi.com/mcp --header 'Authorization: ใส่ค่าของคุณ'claude mcp add livetennisapi --env LIVETENNISAPI_KEY='ใส่ค่าของคุณ' -- npx -y livetennisapi-mcpเติมค่าที่เว้นว่างไว้ก่อนรัน
วางในไฟล์ .cursor/mcp.json ของโปรเจกต์ หรือ ~/.cursor/mcp.json
{
"mcpServers": {
"livetennisapi": {
"url": "https://mcp.livetennisapi.com/mcp",
"headers": {
"Authorization": "ใส่ค่าของคุณ"
}
}
}
}วางในไฟล์ .cursor/mcp.json ของโปรเจกต์ หรือ ~/.cursor/mcp.json
{
"mcpServers": {
"livetennisapi": {
"command": "npx",
"args": [
"-y",
"livetennisapi-mcp"
],
"env": {
"LIVETENNISAPI_KEY": "ใส่ค่าของคุณ"
}
}
}
}เบราว์เซอร์จะถามก่อนเปิดแอป จากนั้นแอปแสดงค่าตั้งให้ตรวจแล้วกดยืนยัน ช่อง key เว้นว่างไว้ให้คุณใส่เอง
วางในไฟล์ .vscode/mcp.json ของโปรเจกต์
{
"servers": {
"livetennisapi": {
"type": "http",
"url": "https://mcp.livetennisapi.com/mcp",
"headers": {
"Authorization": "ใส่ค่าของคุณ"
}
}
}
}วางในไฟล์ .vscode/mcp.json ของโปรเจกต์
{
"servers": {
"livetennisapi": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"livetennisapi-mcp"
],
"env": {
"LIVETENNISAPI_KEY": "ใส่ค่าของคุณ"
}
}
}
}เบราว์เซอร์จะถามก่อนเปิดแอป จากนั้นแอปแสดงค่าตั้งให้ตรวจแล้วกดยืนยัน ช่อง key เว้นว่างไว้ให้คุณใส่เอง
ที่อยู่นี้ต้องใส่ key ใน header ของคำขอ ซึ่งเมนูเพิ่ม connector ใส่ให้ไม่ได้ ใช้ Claude Code, Cursor หรือ VS Code แทน
ตัวเลือกเก็บในคุกกี้บนเครื่องนี้ ไม่ต้องมีบัญชี
Authorization ความลับ HTTP headerค่าตั้งนี้สร้างจากข้อมูลใน registry ของผู้ทำ ถ้าไม่ตรงกับ README ให้เชื่อ README
ชื่อและคำอธิบายเครื่องมือตามที่ server ตอบมาเมื่อ 7 พ.ย. 2569 ผู้ทำเป็นคนเขียน ไม่ใช่เรา แสดงเป็นข้อความล้วน
get_live_matchesList tennis matches currently in progress, with live scores. Covers ATP, WTA, Challenger, ITF and juniors. Use this for "what tennis is on right now". Works on the FREE plan (no card needed).
get_upcoming_matchesList tennis matches scheduled to start soon, with players, tournament and start time. Use this for "who plays next" or to find a match id before it starts. Works on the FREE plan (no card needed).
get_matchFull detail for one match by id: players, score, surface, round and status. Includes market prices on PRO and model analysis on ULTRA. Works on the FREE plan (no card needed).
get_match_scoreCurrent score for one match. This is the fastest read, with the lowest latency. Use it when you only need the score and already know the match id. Works on the FREE plan (no card needed).
search_playersSearch tennis players by name. Returns id, country, ranking and tour. Use the returned id with get_player. Works on the FREE plan (no card needed).
get_playerOne player's profile: ranking, country, handedness, date of birth and cached stats. Works on the FREE plan (no card needed).
get_fixturesUpcoming scheduled tennis fixtures, earliest first. This is the forward schedule, filterable by tour. Use this for "what is on this week". Works on the FREE plan (no card needed).
search_tournamentsSearch the tournament catalogue. Its ids are the tournament_id that match objects carry. Returns surface, indoor, host city/country and category where curated. Works on the FREE plan (no card needed).
get_tournamentOne tournament by its stable id, the tournament_id carried on match objects. Name, tour, surface, indoor, plus host city/country and category where curated. Works on the FREE plan (no card needed).
get_recent_resultsRecently completed tennis matches with final scores and winners. Filterable by tour, player, nationality and play date. Requires the BASIC plan or any History plan.
search_archive_matchesSearch the results archive: completed-match RESULTS from 1968 through 2022. ATP and WTA, main draws, qualifying and the ITF/futures tiers. Each record has winner and loser, final score, and seeds and ranks AT THE TIME of the match. Use this for historical questions ("Borg's Wimbl
get_archive_matchOne result from the results archive (1968 to 2022), with per-match serve statistics where the era recorded them. Stats are null for most rows before 1991, never synthesised. Requires the BASIC plan or any History plan.
search_archive_playersThe people of the results archive (1968 to 2022): hand, date of birth, country, height, and career-high rank with the week it was first reached. Their ids are corpus person ids (the winner/loser player_id on archive results), not roster ids. For current players use search_players
get_archive_careerOne player's whole career over the results archive (1968 to 2022). W-L record in total and by surface/level/year, titles, and summed serve statistics. The corpus records serve stats from 1991 only, so matches_with_stats says how many matches the serve block covers. The name must
get_h2hThe all-time record between two players, across BOTH halves of the product. That is the results archive (1968 to 2022) plus the completed matches from 2023 onward. Names are the keys. An ambiguous fragment returns the candidate list to choose from, and nothing is guessed. Totals
get_match_eventsTimeline of events for a match: breaks, games won, sets won, momentum runs. Requires the PRO plan.
get_match_oddsMatch-winner market prices for a match: implied probability per player, with bid, ask and mid. Requires the PRO plan. Match rows carry has_market, so check it first. A match with no market mapped has no prices to return.
get_rankingsThe FULL published ranking table in rank order for one system, from the newest week at or before as_of. Rows carry player_name as published and a null player_id for players outside our roster, so the table has no silent holes. ATP/WTA history runs deep. The ITF circuits begin 202
player_statsOne player's record over completed singles matches from 2023 onward, by default the last 365 days. It gives W/L overall, over the last 12 months and by surface, venue, level and season. It also gives tiebreaks, deciding sets, the record after winning or losing the first set, come
get_match_analysisModel analysis for a match: predicted win probability, the model's thesis and the main factors behind it. Requires the ULTRA plan. Match rows carry has_analysis, so check it first. A match with no thesis or profile has nothing to return.
get_player_rankingsPoint-in-time ranking records for SPECIFIC players. Per system, the newest record in force ON OR BEFORE as_of, never one dated after it. Every other ranking field in this API is the CURRENT value joined at read time. This one is the historical answer. Systems are never collapsed:
get_match_statisticsIn-play (or final) statistics for one match, in TWO families kept separate on purpose. DERIVED is rebuilt from the point-by-point record (holds/breaks, break points, service/return points). MEASURED is counted per match. It includes what no point record can yield: aces, double fa
get_charting_playerCareer profile from shot-level charting data, summed over the player's charted matches. Serve placement (deuce/ad x wide/body/T), return depth and outcomes, net play, and clutch break/game/set-point serving. Also winners and errors by wing, and rally-length tendencies. COVERAGE I
get_charting_matchEvery charting stat family for ONE charted match, both players, with the per-set split (set 1, set 2, ..., Total) exactly as charted. Charting ids are their own id space (1960 to 2026). Most of these matches have no counterpart in the live tables. Requires the ULTRA plan.
check_api_statusCheck whether the Live Tennis API is reachable and which plan the configured key is on. Use it to find out why other tools are refusing data. Works with no key.
เราตรวจจากข้อมูลที่ใครก็เปิดดูได้ ยังไม่ได้อ่านโค้ด ข้อที่ไม่เกี่ยวกับตัวนี้ไม่นับในตัวหาร · ตรวจเมื่อ 8 พ.ย. 2569
ชื่อใน registry ยืนยันด้วยบัญชี GitHub livetennisapi ซึ่งเป็นเจ้าของ repo
ยังไม่ได้อ่านข้อมูล repo จาก GitHub
ยังไม่ได้อ่านข้อมูล repo จาก GitHub
ตอบกลับใน 347 ms (HTTP 200)
ไม่ต้องล็อกอิน
อ่านคำอธิบายเครื่องมือ 25 ตัวแล้ว ไม่พบคำสั่งแอบแฝงถึง AI
เทียบกับทุก server ที่ยังใช้งานในหมวดนี้ทั้งทะเบียน ดาวนับเฉพาะเมื่อผู้ลงทะเบียนเป็นเจ้าของ repo
จากการตรวจเบื้องต้นของเรา ผ่าน 3 จาก 3 ข้อที่ตรวจได้ เรายังไม่ได้อ่านโค้ด ก่อนใส่กุญแจหรือ token ให้ดูว่า server ขอสิทธิ์อะไร และเลือกกุญแจที่ทำได้เท่าที่จำเป็น
ต้องใส่ค่าเหล่านี้: LIVETENNISAPI_KEY, Authorization
ได้ทั้งสองแบบ จะลงในเครื่องหรือต่อผ่านคลาวด์ก็ได้
repo บน GitHub มีการแก้โค้ดล่าสุด – และส่งรุ่นล่าสุด (1.6.5) เข้า registry 11 วันที่ผ่านมา
โปรแกรมที่รองรับ MCP เช่น Claude Desktop, Claude Code, Cursor และ VS Code ตัวนี้ต่อผ่าน URL จึงใช้กับโปรแกรมที่รับ remote MCP ได้ เช่น ChatGPT ที่เปิดโหมดนักพัฒนา
ในหมวดเดียวกันมี Spec Driven Development, Remote Desktop Commander, aamio rendezvous
server หมวดเดียวกันจากผู้ทำคนอื่น เรียงตามดาว
อ่านการ์ด:↓ ดาวน์โหลดต่อสัปดาห์i★ ดาว GitHubiสามเสา: รีวิว · ผลตรวจ · การใช้งานiอัปเดต = วันที่ส่งรุ่นล่าสุดเข้า registryi
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.
Meet an agent you have not met, exchange messages that expire, and prove it happened. No account.
ส่วนนี้คัดจาก repo ของผู้ทำตามต้นฉบับ PopNx MCP ไม่ได้ตรวจหรือรับรองเนื้อหา ตัด HTML รูปภาพ และสคริปต์ออกแล้ว ลิงก์จะพาออกนอกเว็บ
MCP server for the [Live Tennis API](https://livetennisapi.com).
Give Claude, Cursor, Zed or any MCP client live tennis scores, players and fixtures — for ATP, WTA, Challenger, ITF and juniors. Odds, rankings, match statistics, charting and model win-probability tools are included, and require the PRO and ULTRA plans.
Documentation · Get a free API key
Claude Code
claude mcp add livetennis -e LIVETENNISAPI_KEY=twjp_… -- npx -y livetennisapi-mcp
Claude Desktop — add to claude_desktop_config.json:
{
"mcpServers": { "livetennis": { "command": "npx", "args": ["-y", "livetennisapi-mcp"], "env": { "LIVETENNISAPI_KEY": "twjp_…" } } } }
Cursor / Zed / others — same command, same env var. No install step; npx fetches it on demand.
Get a free key (no card) at livetennisapi.com, or a paid plan at pricing.
*"What tennis matches are live right now?"*
*"Who's winning the Alcaraz match, and what does the model give him?"*
*"Show me Sinner's ranking and recent results."*
*"What are the current odds on match 18953?"*
*"What's the all-time head-to-head between Borg and McEnroe?"*
*"List Navratilova's Grand Slam finals from the archive."*
*"Who was ATP #1 the week Alcaraz first entered the top 10?"*
*"How is Sabalenka serving in her live match — aces, hold rate, break points?"*
| Tool | Does | Plan |
|---|---|---|
get_live_matches | Matches in progress, with live scores | FREE |
get_upcoming_matches | Matches starting soon | FREE |
get_match | Full detail for one match | FREE |
get_match_score | Current score only — the smallest payload | FREE |
search_players | Find players by name | FREE |
get_player | Profile, ranking, country, handedness | FREE |
get_fixtures | Forward schedule | FREE |
search_tournaments | Tournament catalogue — surface, location, category | FREE |
get_tournament | One tournament by its stable id | FREE |
get_recent_results | Completed matches and winners | BASIC |
search_archive_matches | Results archive (1968–2022) — historical results with ranks and seeds at the time | BASIC |
get_archive_match | One archive result, with serve stats where the era recorded them | BASIC |
search_archive_players | Archive bios — hand, DOB, career-high rank | BASIC |
get_archive_career | Career W-L, titles and serve aggregates over the archive | BASIC |
get_h2h | Cross-era head-to-head — archive + current, one record | BASIC |
get_match_events | Breaks, games, sets, momentum runs | PRO |
get_match_odds | Match-winner prices — bid / ask / mid | PRO |
get_rankings | Full published ranking table per system (ATP, WTA, ITF circuits), any week | PRO |
player_stats | One player's W/L by surface, level and season, set-based record, recent matches; serve/return sums on ULTRA | PRO |
get_player_rankings | Point-in-time ranking records for specific players, as of any date | ULTRA |
get_match_statistics | In-play statistics — aces, serve split, hold/break %, break points | ULTRA |
get_charting_player | Career profile from shot-level charting data | ULTRA |
get_charting_match | One charted match, every stat family, per-set split | ULTRA |
get_match_analysis | Model thesis, win probability, key factors | ULTRA |
check_api_status | Reachability + which plan your key is on | — |
The six BASIC history tools are also unlocked by any History plan, which works on top of a free key. The results archive (1968–2022) — ATP and WTA, main draws, qualifying and the ITF/futures tiers — ends exactly where the current results begin (2023), so search_archive_matches answers "Borg's Wimbledon finals" and get_recent_results answers "yesterday's scores"; get_h2h spans both in one call.
The API gates endpoints by plan and returns a bare 403 {"error":"upgrade_required"}. Handed that, a model will usually invent a reason or retry pointlessly.
So every tool that can hit a tier wall returns a plain-English explanation — as a normal result, not an error — naming the tier required and where to upgrade. The assistant can then tell you something true and actionable:
This data requires the ULTRA plan, and the configured API key is on a lower
tier. Nothing is wrong with the key — the endpoint is simply not included in
the current plan. Upgrade in place at https://livetennisapi.com/subscribe/upgrade
check_api_status probes upward to report which plan your key is actually on, so you can diagnose that without guessing.
| FREE | BASIC | PRO | ULTRA | |
|---|---|---|---|---|
| Matches, scores, players, fixtures, tournaments | ✅ | ✅ | ✅ | ✅ |
| Completed-match listings (results)¹ | — | ✅ | ✅ | ✅ |
| Results archive (1968–2022) + head-to-head¹ | — | ✅ | ✅ | ✅ |
| Match events, odds + rankings listing | — | — | ✅ | ✅ |
| Model analysis, as-of rankings, match statistics + charting | — | — | — | ✅ |
| $0 — no card | $9.99/mo | $29.99/mo | $99.99/mo |
¹ Also unlocked by any History plan, which works on top of a free key.
| FREE | BASIC | PRO | ULTRA | |
|---|---|---|---|---|
| Requests per minute | 30 | 60 | 300 | 600 |
| Requests per day | 100 | 1,000 | 10,000 | 500,000 |
FREE is 100 requests/day, so poll no faster than every 15 minutes on a free key; for an always-on dashboard, BASIC is the plan to recommend. Every response carries X-RateLimit-Limit / -Remaining / -Reset headers, and the tools relay the three distinct 429 shapes honestly — per-minute (retry shortly), daily cap (the error names the exact reset instant), and the abuse block (don't retry; fix the loop).
Most people should use the stdio server above — your key never leaves your machine. For clients that can only speak HTTP, there is also a hosted Streamable-HTTP endpoint:
https://mcp.livetennisapi.com/mcp
Send your key as Authorization: Bearer twjp_…, X-API-Key: twjp_…, or ?token= if your client cannot set headers. Tools are listable without a key, so directories can introspect the server; calling one needs a key.
It is multi-tenant and holds no key of its own: every request builds its own server bound to the key that request presented, and there is deliberately no fallback to the host's environment. The endpoint applies its own transport-level limit per caller — 60 req/min anonymous, 300 keyed. That limit only protects this host process. It is not your API quota, which the API enforces per key and tier (see the quota table above).
Self-hosting it: deploy/install-http.sh and deploy/TUNNEL.md.
As a connector. In Claude, add a custom connector and paste the endpoint with your key as a query parameter — no OAuth, nothing to install:
https://mcp.livetennisapi.com/mcp?token=twjp_…
?token= exists for clients that cannot set request headers. The tradeoff, stated plainly: a key in a URL is not written to our logs, but it *is* visible to the CDN in front of the endpoint and is stored in the connector's configuration. Prefer Authorization: Bearer twjp_… wherever your client lets you set a header.
From the Messages API. Claude can call the endpoint directly. Both halves are required — the server *and* a matching toolset entry; sending mcp_servers alone is rejected as a validation error:
client.beta.messages.create(
model="claude-opus-4-8", max_tokens=4096, betas=["mcp-client-2025-11-20"], mcp_servers=[{ "type": "url", "name": "livetennisapi", "url": "https://mcp.livetennisapi.com/mcp", "authorization_token": os.environ["LIVETENNISAPI_KEY"], }], tools=[{"type": "mcp_toolset", "mcp_server_name": "livetennisapi"}], messages=[{"role": "user", "content": "What tennis is live right now?"}], )
The authorization_token is sent as a bearer token, which is exactly what this server already accepts — no separate credential to obtain.
One command:
codex mcp add livetennisapi \
--url https://mcp.livetennisapi.com/mcp \ --bearer-token-env-var LIVETENNISAPI_KEY
Or write it to ~/.codex/config.toml yourself — Codex shares that file across the CLI, the IDE extension and the desktop app:
[mcp_servers.livetennisapi]
url = "https://mcp.livetennisapi.com/mcp" bearer_token_env_var = "LIVETENNISAPI_KEY"
Use bearer_token_env_var, not bearer_token: it keeps the key in your environment rather than committing it to a config file.
There is also a Codex plugin, on its own marketplace:
codex plugin marketplace add livetennisapi/livetennisapi-codex-plugin
That registers the marketplace; install the plugin from Codex's plugin picker. Source: livetennisapi-codex-plugin.
The stdio route works too, unchanged: npx -y livetennisapi-mcp.
The Claude Code plugin (.claude-plugin/plugin.json) also ships the polymarket-tennis Agent Skill under skills/polymarket-tennis/. It teaches Claude the observe-only polymarket-tennis Python package (market discovery, market-to-match matching, joined price/live-score view), the free-tier budget (30 req/min, 100 requests/day), and the verbatim retirement/walkover settlement rules for Polymarket, Polymarket US and Kalshi. Canonical copy lives in the polymarket-tennis repo; this one is mirrored for plugin installs. No order execution, ever.
api.livetennisapi.com.npm install
npm run build LIVETENNISAPI_KEY=twjp_… node dist/index.js # speaks MCP over stdio node dist/http.js # speaks MCP over HTTP, port 8081
npm test # protocol + parity with livetennisapi-ai + transport isolation + rate limiting + tool output npm run test:mutation # proves those tests fail when the code breaks
test:mutation is worth understanding before changing src/http.ts. It reintroduces each bug the tests claim to catch and asserts the suite goes red. It is not ceremony: the first version of the rate-limit test passed while the limiter was bucketing every caller together.
Built on the official livetennisapi client.
Everything in the Live Tennis API developer surface:
| Install | Source | Package | |
|---|---|---|---|
| Python client | pip install livetennisapi | repo | package |
| JavaScript / TypeScript client | npm install livetennisapi | repo | package |
| MCP server for LLM agents (this repo) | npx livetennisapi-mcp | — | [package](https://www.npmjs.com/p
ตัดมาแค่ช่วงต้น อ่านต่อใน repo