原型 · 预览版:收录官方注册中心里的全部服务器,每 30 分钟同步一次。评价和账户功能将在后续阶段推出。
PopNx MCP为使用 AI 的人准备的 MCP 服务器 · 用大白话讲清楚

PokerData

作者:hft-studio版本 1.0.4i★ –i电脑或云端
注册名称io.github.hft-studio/pokerdata

安装

概览

作者提供的说明(英文原文)

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

PopNx MCP 的三大支柱

这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。

它能帮你做什么

我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。

  • 连接方式: 电脑或云端
  • 传输方式: stdio, Streamable HTTP
  • 分类: 其他
  • 你需要填写:POKERDATA_API_KEY, Authorization

安装

选择你使用的 AI 应用,然后复制设置。

安装之前

标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。

你需要

  • 在云端运行无需安装任何东西,通过互联网连接
  • npm已安装 Node.js(用于 npx 命令)

你用的是哪个应用?

在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。

这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。

或者在你的电脑上运行

打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json

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

在终端中运行这条命令

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

或者在你的电脑上运行

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

运行前请先填写空着的值。

在 Cursor 中打开

或者自己复制设置

粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json

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

或者在你的电脑上运行

在 Cursor 中打开

或者自己复制设置

粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json

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

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

在 VS Code 中打开

或者自己复制设置

粘贴到项目中的 .vscode/mcp.json

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

或者在你的电脑上运行

在 VS Code 中打开

或者自己复制设置

粘贴到项目中的 .vscode/mcp.json

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

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。

你的选择通过 Cookie 保存在这台设备上,无需账户。

需要你填写的值

  • POKERDATA_API_KEY 机密 env
    pdk_ API key from https://pokerdata.io/app/api. Optional: without it the 6-max NL cash preflop tools still work.
  • Authorization 机密 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.

这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。

它能做什么

工具名称和描述与服务器在 2026年11月7日 报告的完全一致。这些内容由作者撰写,不是我们写的;我们以纯文本形式显示。

  • 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.

基础检查i

我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月8日

  • ✓ 通过

    作者与仓库一致

    注册名称已通过 GitHub 账户 hft-studio 验证,该账户拥有此仓库

  • … 尚未检查

    仍在维护

    我们还没有从 GitHub 读取这个仓库

  • … 尚未检查

    有许可证

    我们还没有从 GitHub 读取这个仓库

  • ✓ 通过

    端点有响应

    在 819 毫秒内响应(HTTP 200)

  • – 不适用

    使用 OAuth 登录

    无需登录

  • ✓ 通过

    工具描述中没有隐藏指令

    已读取 32 个工具描述,未发现针对 AI 的隐藏指令

与“其他”中的其他服务器比较i

  • 星标数多于此分类中其他 18610 个服务器的 0%
  • 发布到注册中心的时间比此分类中其他 18610 个服务器的 66% 更新
  • 基础检查结果等于或优于此分类中其他 18610 个服务器的 100%

与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。

常见问题

PokerData 安全吗?

它在 3 项适用的基础检查中通过了 3 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。

它需要哪些密钥或代码?

你需要填写:POKERDATA_API_KEY, Authorization

它在我的电脑上运行还是在云端?

两种方式都可以:安装在你的电脑上,或者连接云端版本。

它还在维护吗?

GitHub 仓库最后更新于–,最新版本(1.0.4)于23天前进入注册中心。

哪些应用可以使用它?

支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。

有什么可以替代它?

同一分类中有:Spec Driven Development, Remote Desktop Commander, Alion: company, startup and market intelligence

替代选择

同一分类中其他作者的服务器,按星标数排序。

如何看卡片:↓ 每周下载量i★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i

Spec Driven Development

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

作者:formulahendry起步阶段↓ 66/周★ 44014个月前更新

在你的电脑上运行

Remote Desktop Commander

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

作者:desktop-commander正在增长★ 2113天前更新

在云端运行✓ desktopcommander.app

作者的 README

打开 README

按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。

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.

问 PopNx