프로토타입 · 미리 보기: 공식 레지스트리의 모든 서버를 담고 있으며 30분마다 동기화해요. 리뷰와 계정 기능은 다음 단계에서 열려요.
PopNx MCPAI를 쓰는 사람을 위한 MCP 서버 · 쉬운 말로 설명해요

PokerData

제작자: hft-studio버전 1.0.4i★ –i컴퓨터 또는 클라우드
레지스트리 이름io.github.hft-studio/pokerdata

설치

개요

제작자가 쓴 설명(영어 원문)

GTO poker solver data: NLHE/PLO preflop ranges, postflop strategy, EV. 6-max NL preflop free.

PopNx MCP의 세 기둥

이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.

할 수 있는 일

이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.

  • 연결 방식: 컴퓨터 또는 클라우드
  • 전송 방식: stdio, Streamable HTTP
  • 카테고리: 기타
  • 입력해야 할 값: POKERDATA_API_KEY, Authorization

설치

쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.

설치하기 전에

비밀로 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.

또는 내 컴퓨터에서 실행하기

Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요

{
  "mcpServers": {
    "pokerdata": {
      "command": "npx",
      "args": [
        "-y",
        "pokerdata-mcp"
      ],
      "env": {
        "POKERDATA_API_KEY": "your-value"
      }
    }
  }
}

터미널에서 이 명령어를 실행하세요

claude mcp add --transport http pokerdata https://pokerdata.io/api/mcp --header 'Authorization: your-value'

또는 내 컴퓨터에서 실행하기

claude mcp add pokerdata --env POKERDATA_API_KEY=your-value -- npx -y pokerdata-mcp

실행하기 전에 빈 값을 채워 주세요.

Cursor에서 열기

또는 설정을 직접 복사하기

프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요

{
  "mcpServers": {
    "pokerdata": {
      "url": "https://pokerdata.io/api/mcp",
      "headers": {
        "Authorization": "your-value"
      }
    }
  }
}

또는 내 컴퓨터에서 실행하기

Cursor에서 열기

또는 설정을 직접 복사하기

프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요

{
  "mcpServers": {
    "pokerdata": {
      "command": "npx",
      "args": [
        "-y",
        "pokerdata-mcp"
      ],
      "env": {
        "POKERDATA_API_KEY": "your-value"
      }
    }
  }
}

브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.

VS Code에서 열기

또는 설정을 직접 복사하기

프로젝트의 .vscode/mcp.json에 붙여 넣으세요

{
  "servers": {
    "pokerdata": {
      "type": "http",
      "url": "https://pokerdata.io/api/mcp",
      "headers": {
        "Authorization": "your-value"
      }
    }
  }
}

또는 내 컴퓨터에서 실행하기

VS Code에서 열기

또는 설정을 직접 복사하기

프로젝트의 .vscode/mcp.json에 붙여 넣으세요

{
  "servers": {
    "pokerdata": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "pokerdata-mcp"
      ],
      "env": {
        "POKERDATA_API_KEY": "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.

직접 입력할 값

  • POKERDATA_API_KEY 비밀 env
    pdk_ API key from https://pokerdata.io/app/api. Optional: without it the 6-max NL cash preflop tools still work.
  • Authorization 비밀 HTTP header
    Bearer pdk_… API key from https://pokerdata.io/app/api. Optional: without it the tool list and 6-max NL cash preflop tools still work.

이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.

할 수 있는 일

도구 이름과 설명은 서버가 2026년 11월 7일에 알려 준 그대로예요. 우리가 아니라 제작자가 쓴 글이고, 일반 텍스트로만 보여 드려요.

  • get_started

    Start here with a new user. Returns the short set of questions to ask them (game, format, stakes, goal), a menu of what PokerData can do with the tools for each, what is free without a key, and how to file a feature or data request. Free, no key needed.

  • submit_request

    File a feature request or data request for the user, after telling them their question isn't covered and they agree. kind "data" is missing coverage (a game, format, stack depth, spot, or solve); kind "feature" is a missing capability (a tool, filter, export, or endpoint). Free w

  • list_my_requests

    List the feature and data requests this account has filed, newest first, with their status. Free with any key.

  • list_games

    Discover covered stack depths and positions. Call this before low-level preflop queries. "nl" = no-limit hold'em 6-max cash (169-grid hands, per-hand EV in small blinds), "nl9" = no-limit hold'em 9-max cash, "nlmtt8" = no-limit hold'em 8-max MTT chip-EV (10–300bb, 1bb BB-ante; Fo

  • get_range

    The GTO range for one spot. `spot` is an action path of POSITION_ACTION pairs ending in the action whose range you want, e.g. NLHE cash "UTG_60%_HJ_Call", nlmtt8 "UTG_Open", or PLO "UTG_Open_HJ_3B". Add `hand` for one exact frequency and EV. Compact mode is default; PLO returns r

  • get_node

    Actions available at a decision node. `history` is an action path ending in the position about to act, e.g. "UTG_60%_HJ". sizeBb is the raise-to in big blinds and sizePctPot is the percent of the pot after calling (nlmtt8 40bb Open 40034 is 2.19bb; the pack label is 2.2x). evs ar

  • get_config

    Table for one preflop game and stack, in big blinds: seats, stacks, blinds (sb 0.5, bb 1), ante, antePostedBy, stackIncludesAnte, openSizes (first-in raise-to), evUnit, evBaseline. Convergence is not published. stackIncludesAnte is true: the named depth is the starting stack and

  • list_spots

    Search valid decision nodes for a stack depth, tagged by depth (1 = RFI, 2 = vs open, 3 = 3-bet pots, …). Compact mode is paginated; use depth, contains, and offset to narrow results without loading thousands of paths. plo9 has no spot index: walk it with get_node from history "U

  • list_postflop_packs

    Every solved postflop pack: preflop line, positions (OOP vs IP), stack, pot, the bet-size trees it is solved under, and the solved boards. Boards use the spaced form ("3h 3d 2s"). NLHE packs list `sizingTrees`: "75" (75% pot every street, the pack id itself) and "33" (33% pot on

  • get_postflop_node

    One postflop solver node: the acting player's strategy for every hand class, the legal next segments, board, reach and the reach-weighted action split. Walk deeper by appending a returned childSegment (an action like "Bet 5.5" or a runout like "deal:7c") to `path`.

  • explain_combo

    Preferred tool for exact NLHE postflop hand questions. Returns a canonical context, exact action mix, action EV/loss when available, made-hand and draw classification, blocker facts, and same-rank-class suit comparisons. The server computes evidence; the agent should phrase causa

  • get_board_report

    Preferred tool for board-texture heuristics. Aggregates action frequencies and range/action composition across solved boards in one postflop pack. Results explicitly report sample breadth and use equal weight per board.

  • compare_strategies

    Preferred tool for differences between two preflop or postflop contexts. The server fetches both strategies and returns action-frequency/EV deltas plus the largest postflop combo changes, avoiding two large node payloads.

  • list_datasets

    List preflop datasets in the shipped tree documentation (stacks, positions, whether each bundle was analyzed). Preflop exploitability is not available.

  • get_tree_docs

    Tree documentation for one dataset: coverage note from the shipped README and per-stack bundle or node counts from the shipped index. Does not read or modify range bytes.

  • get_range_metadata

    Index metadata for one preflop game, stack, and path: bundle stats for hold'em/PLO bundles, or the matching node row for plo5 and plo6hu. Does not return a strategy and does not invent exploitability.

  • get_exploitability

    Preflop exploitability for a game. No preflop dataset publishes exploitability, convergence, or iteration counts. The answer is not available; this tool never fills in a number.

  • get_postflop_range

    The range a player takes one flop action with, from a solved pack: hand-class weights ("AA:1,AKs:0.42,...", same format as the preflop ranges) after every earlier flop action on the path. `path` ends in the action whose range you want, e.g. ["Check", "Bet 1.8", "Call 1.8"] for th

  • find_hands

    Find hands the account has uploaded. Returns hand_id, session_id, handAt, position, cards, game, board, potType, street lines, and netBb. Solver grade buckets are not filled. If this account has no hands, offer the hosted upload page from get_upload_link (https://pokerdata.io/upl

  • get_hand_results

    Per-hand cumulative results for a winnings curve. `points` is [{ hand, bb }], oldest to newest, downsampled. Pass session_id for one session. If this account has no hands, offer the hosted upload page from get_upload_link (https://pokerdata.io/upload?utm_source=mcp_other&utm_medi

  • get_session_summary

    One uploaded session's headline numbers: hero, game type, start and end times, hands played, net result in big blinds, and HUD rates (VPIP, PFR, 3-bet, open limp) as percentages with the sample size. Use it after list_my_sessions to report how a session went; use get_hand_results

  • list_my_sessions

    Recent uploaded sessions, newest first: id, hero, game type, dates, hands, and net result. game_type matches hole-card count. If this account has no hands, offer the hosted upload page from get_upload_link (https://pokerdata.io/upload?utm_source=mcp_other&utm_medium=mcp) instead

  • get_tournament_results

    MTT results imported from tournament summary files. Money is in cents. Hand histories are not a source of buy-ins or prizes. If this account has no hands, offer the hosted upload page from get_upload_link (https://pokerdata.io/upload?utm_source=mcp_other&utm_medium=mcp) instead o

  • list_my_opponents

    Tracked opponents from uploaded hands. Each row has handCount, handsVsHero, and heroBb100Vs. Pass name to find one villain.

  • get_opponent_notes

    Leak notes computed from uploaded hands for one opponent, with the sample size on each line.

  • get_opponent_limp_range

    Shown-hand first-in limp range: 169-class counts of hole cards villains showed after an open limp. Pass position for one seat. Sample is showdown-only. This is not a solver range.

  • enqueue_solve

    Record a heads-up postflop solve request. Required: title, board, pot (bb), effective_stack (bb). The job stays pending: solver dispatch and billing are not configured, so this does not start a solve.

  • get_queued_solve

    Look up one queued solve for this account. status is pending, running, done, or failed. solution_id is null until a worker exists.

  • list_queued_solves

    List this account's solver-queue jobs, newest first. Jobs are not dispatched.

  • list_library_solutions

    Finished postflop solutions saved for this account. None are marked done while dispatch is disabled.

  • get_upload_link

    Primary hand-upload path. Returns https://pokerdata.io/upload?utm_source=mcp_other&utm_medium=mcp on this origin, with a short-lived signed token for the caller's account when signing is configured. Hand the URL to the user. Pasting histories into chat is the fallback.

  • upload_hand_history

    Secondary upload path for a small paste. Prefer get_upload_link and the hosted /upload page. Runs the same ingestion pipeline and returns hands parsed, tournaments parsed, and errors. Does not grade solver frequencies.

기본 점검i

누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 8일 점검

  • ✓ 통과

    제작자와 저장소 일치

    레지스트리 이름이 GitHub 계정 hft-studio 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요

  • … 아직 점검 안 함

    계속 관리되고 있음

    아직 GitHub에서 이 저장소를 읽어 오지 않았어요

  • … 아직 점검 안 함

    라이선스 있음

    아직 GitHub에서 이 저장소를 읽어 오지 않았어요

  • ✓ 통과

    엔드포인트 응답

    819ms 만에 응답(HTTP 200)

  • – 해당 없음

    OAuth로 로그인

    로그인 필요 없음

  • ✓ 통과

    도구 설명에 숨겨진 지시 없음

    도구 설명 32개를 읽었고, AI에게 보내는 숨겨진 지시는 없었어요

기타 카테고리의 다른 서버와 비교i

  • 이 카테고리의 다른 서버 18474개 중 0%보다 스타가 많아요
  • 이 카테고리의 다른 서버 18474개 중 66%보다 최근에 레지스트리에 공개됐어요
  • 기본 점검 결과가 이 카테고리의 다른 서버 18474개 중 100%와 같거나 더 좋아요

레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.

자주 묻는 질문

PokerData, 안전한가요?

해당하는 기본 점검 3개 중 3개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.

어떤 키나 코드가 필요한가요?

입력해야 할 값: POKERDATA_API_KEY, Authorization

내 컴퓨터에서 실행되나요, 클라우드에서 실행되나요?

둘 다 가능해요. 내 컴퓨터에 설치해도 되고, 클라우드 버전에 연결해도 돼요.

아직 관리되고 있나요?

GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(1.0.4)은 22일 전 레지스트리에 올라왔어요.

어떤 앱에서 쓸 수 있나요?

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.

대신 쓸 수 있는 건 뭐가 있나요?

같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Thalovant MCP

대안

같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.

카드 보는 법:↓ 주간 다운로드i★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i

Spec Driven Development

MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.

제작자: formulahendry초기↓ 66/주★ 44014개월 전 업데이트

내 컴퓨터에서 실행

Remote Desktop Commander

Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.

제작자: desktop-commander성장 중★ 2113일 전 업데이트

클라우드에서 실행✓ desktopcommander.app

Thalovant MCP

Connect MCP clients to Thalovant control-plane and hub runtime APIs over stdio or Streamable HTTP.

제작자: thalovant초기↓ 455/주오늘 업데이트

내 컴퓨터에서 실행

제작자의 README

README 열기

제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.

PokerData MCP: GTO poker solver data for AI agents

PokerData serves GTO solver strategy for no-limit hold'em and pot-limit Omaha as JSON, over an MCP server and a REST API. Point Claude, Cursor or any MCP client at it and ask "what does UTG open at 100bb?" or "how does the BB defend vs a BTN open?" and the agent gets the solver's real frequencies and EVs, not a guess.

  • Endpoint: https://pokerdata.io/api/mcp (Streamable HTTP, stateless)
  • Free without a key: the tool list and the coverage and docs tools
  • Strategy data: a pdk_ key from pokerdata.io/app/api. A free Starter key (25 calls or 50 MB a month, no card) unlocks every data tool. Claude and other OAuth clients can sign in instead of pasting a key.

This repository holds setup instructions, a small stdio bridge for clients that only speak stdio, examples and sample data. The data and the server are hosted at pokerdata.io.

What's covered

GameFormatStacksData
No-limit hold'em 6-max (nl)Cash, 5% rake, 0.5bb cap20, 30, 40, 50, 70, 100, 150, 200bbEvery preflop decision node, frequency and EV per hand class (169)
NLHE tournament 8-max (nlmtt8)Chip EV, 1bb BB ante10 to 300bbPreflop
NLHE tournament 8-max, classic ante (nlh8-hydra)Chip EV, 0.1bb ante10, 20, 30, 60bbPreflop
Pot-limit Omaha 6-max (plo)Cash12 to 200bbPreflop, suit-grouped classes
PLO 9-max (plo9)Cash60, 100bbPreflop
PLO5 6-max (plo5)Cash, 1.2bb ante100bbPreflop and postflop
NLHE heads-up postflopSingle-raised, 3-bet and 4-bet pots100bbSolved flops with turns and rivers, per-combo strategy and EV, two bet-size trees

list_games and list_postflop_packs return the live coverage, so an agent never has to trust this table. Not covered: ICM, PKO, multiway postflop, tournament postflop. Those requests come back as explicit "unsupported" rather than a cash-game stand-in.

Set it up

The buttons install the hosted server. Strategy tools need a pdk_ key (the free Starter key works): VS Code asks for it when it starts the server, and Cursor reads it from the POKERDATA_API_KEY environment variable.

Claude (claude.ai and Claude Desktop)

Open Settings → Connectors → Add custom connector, name it PokerData and paste https://pokerdata.io/api/mcp as the URL, then sign in with your PokerData account when Claude asks. Your plan's allowance applies, the free Starter allowance included.

Claude Code
claude mcp add --transport http pokerdata https://pokerdata.io/api/mcp \

--header "Authorization: Bearer pdk_YOUR_KEY"

Cursor (~/.cursor/mcp.json)

This is the same config the button installs, and the one in .mcp.json. Set POKERDATA_API_KEY in your environment, or replace ${env:POKERDATA_API_KEY} with your key.

{

"mcpServers": { "pokerdata": { "url": "https://pokerdata.io/api/mcp", "headers": { "Authorization": "Bearer ${env:POKERDATA_API_KEY}" } } } }

Claude Desktop and other stdio clients
{

"mcpServers": { "pokerdata": { "command": "npx", "args": ["-y", "pokerdata-mcp"], "env": { "POKERDATA_API_KEY": "pdk_YOUR_KEY" } } } }

Without env, only the tool list and the coverage and docs tools answer. The bridge in bin/pokerdata-mcp.js has no dependencies and only forwards JSON-RPC to the hosted endpoint. Claude Desktop can also add https://pokerdata.io/api/mcp directly as a custom connector.

Plain HTTP
curl -s https://pokerdata.io/api/mcp -H 'Content-Type: application/json' \

-d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"get_node","arguments":{"game":"nl","stack":100,"history":"UTG"}}}'

More in examples/: a live example for every MCP tool, real-world scenarios (NL and PLO ranges, the npm bridge, raw JSON-RPC, Node, Python, client configs, REST) and a smoke test, all with captured responses.

Tools

GroupToolsKey
Coverage and docsget_started, list_games, list_postflop_packs, list_datasets, get_tree_docs, get_exploitabilityNot needed
Preflopget_range, get_node, list_spots, get_config, get_range_metadataNeeded, 6-max NL included; the free Starter key works
Postflopget_postflop_node, get_postflop_rangeNeeded
Coachingexplain_combo, get_board_report, compare_strategiesNeeded
Your handshand, session and opponent tools, hand uploadAny key, free trial included; never counts against your allowance
Solve queueenqueue_solve, get_queued_solve, list_queued_solves, list_library_solutionsNeeded

Preflop spots are action paths such as UTG_60%_HJ_Call (NLHE) or UTG_Open_HJ_3B (PLO). EVs are in small blinds. Responses are compact by default; pass detail: "full" for complete maps. Full contract: docs.pokerdata.io/ranges.

Every tool's full definition — name, title, description, input schema, output schema and behaviour annotations — exactly as the server returns it from tools/list, is in tools.json. Every tool also returns structuredContent matching its output schema alongside the text result.

Plans

PlanPriceWhat you get
No keyFreeTool list, coverage and docs tools
StarterFree key, no cardEvery data tool, 25 calls or 50 MB a month. Personal use
Hobbyist$10/monthEvery data tool, 10,000 calls or 200 MB a month, 5 requests a second. Personal use
Pro$100/monthEvery game and all postflop, 250,000 calls or 5 GB a month. Personal use
Enterprise$250/monthEverything in Pro, commercial use allowed, 5 million calls or 100 GB a month, higher rate limit
CustomContact usRedistribution, bulk export, licences for model training, SLAs

REST and MCP share one meter. Keys and plans: pokerdata.io/app/api.

Sample data

samples/ has two real responses, so you can check the format before connecting anything:

  • nl-6max-100bb-utg-first-in.json: UTG's first decision at 100bb, every action with per-hand frequency and EV.
  • nl-6max-100bb-utg-open-range.json: UTG's opening range at 100bb.

How the solves were made

Preflop cash trees come from established commercial solver packs. The tournament and postflop solves come from our own engine, validated against an independent reference solve of the same game tree — the comparison, position by position, is at pokerdata.io/methodology.

Nothing is estimated to fill a gap. Postflop exploitability is published per board (list_postflop_packs with a pack) and omitted where the solve does not carry it. No preflop dataset publishes exploitability, convergence or iteration counts, and get_exploitability says so instead of returning a number.

Related

  • pokerdata.io: download the raw solver packs, browse ranges free
  • Poker Study AI: an AI coach that reviews your hands against the same solves

Code in this repository is MIT licensed. Sample data is provided for evaluation under the pokerdata.io terms; see samples/LICENSE.md.

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