实测可用开发和代码数据库和数据
PokerData
GTO poker solver data: NLHE/PLO preflop ranges, postflop strategy, EV. 6-max NL preflop free.
https://pokerdata.io/api/mcpclaude mcp add --transport http pokerdata https://pokerdata.io/api/mcpCursor 等客户端的配置
{
"mcpServers": {
"pokerdata": {
"type": "http",
"url": "https://pokerdata.io/api/mcp"
}
}
}连接时它要:Authorization
要注意
有会改数据的工具:3 个
服务方自己把这些工具标成了会删除或改写数据(destructiveHint),让智能体调用前先问你。
- 测试结果
- 实测可用:握手成功
- 工具
- 32 个工具
- 握手用时
- 1.8 秒
- 传输方式
- streamable-http · 2025-06-18
- 测试时间
- 2026 年 11 月 6 日
- 官方目录名称
io.github.hft-studio/pokerdatav1.0.4- 登记于
- 2026 年 10 月 17 日
- 更新于
- 2026 年 10 月 17 日
- 也能装到本机
- 1 个安装包
最近 1 次测试
| 时间 | 结果 | 用时 |
|---|---|---|
| 2026-11-06 12:30 UTC | 握手成功 | 1.8 秒 |
它列出的 32 个工具
“只读”和“会改数据”是服务方自己标的。带下划线的参数是必填的。
compare_strategies只读Compare two 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.
domainbaselinecomparisoncomboLimitformatobjectiveanteBbenqueue_solve会改数据Record a solve request
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.
titleboardpoteffective_stackoop_rangeip_rangebet_sizesadd_allinmax_aggressionsiterationstagsexplain_combo只读Explain a postflop 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 causality as interpretation.
packboardpathcombocomparisonLimitformatobjectiveanteBbfind_hands只读Find my 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/upload) instead of asking the user to paste histories into chat.
session_idgame_typetable_sizefiltergto_vs_3bet_bucketgto_plo5_rfi_bucketsortlimitget_board_report只读Report on board textures
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.
packpathfiltersboardLimitrepresentativeLimitformatobjectiveanteBbget_config只读Get table configuration
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 the 1bb BB ante is posted from it. openSizes at 40bb is open 2.2x (listing 2.2bb; node decodes code 40034 to 2.19bb) and SB 2.8x (2.8bb). 10bb is all-in/fold versus 50bb stacks, so stacks is null there. evs on nodes are small blinds relative to fold. Example: get_config({ game: "nlmtt8", stack: 40 }).
gamestackget_exploitability只读Get preflop 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.
gameget_hand_results只读Get my results curve
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) instead of asking the user to paste histories into chat.
session_idmax_pointsget_node只读Get preflop decision 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 are small blinds relative to fold. Compact mode returns action totals; add `hand` for its exact mixed strategy. full=true is full=1: all 169 hold'em hands with explicit 0, and no invented EVs.
gamestackscenariohistoryhandminFreqfulldetailget_opponent_limp_range只读Get an opponent's 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.
opponent_idsession_idpositiontable_sizegame_typelimitget_opponent_notes只读Get opponent notes
Leak notes computed from uploaded hands for one opponent, with the sample size on each line.
opponent_idget_postflop_node只读Get postflop solver 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`.
packboardpathcombolimitdetailget_postflop_range只读Get postflop action 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 the check-call range. Bet-size tree. "33" = 33% pot on the flop, then 75% pot on the turn and river, plus all-in. "75" = 75% pot on every street, plus all-in. Compact and full detail apply to the other range tools; this returns the action range itself.
packtreeboardpathhandminFreqget_queued_solve只读Get a 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.
queue_idget_range只读Get preflop 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 representative pure/mixed hands unless a hand is specified; plo5 returns the top hands by EV that take the action (limit up to 500 compact, 2000 full).
gamestackspothandminFreqdetaillimitget_range_metadata只读Get range index 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.
gamestackpathget_session_summary只读Summarize a session
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 for its winnings curve and find_hands for individual hands. Returns an error for an unknown session id. Any key works, free trial included, and it never counts against the allowance. If this account has no hands, offer the hosted upload page from get_upload_link (https://pokerdata.io/upload) instead of asking the user to paste histories into chat.
session_idget_started只读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.
get_tournament_results只读Get my 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) instead of asking the user to paste histories into chat.
limitget_tree_docs只读Get tree documentation
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.
datasetget_upload_link只读Get the hand-upload link
Primary hand-upload path. Returns https://pokerdata.io/upload 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.
list_datasets只读List solved datasets
List preflop datasets in the shipped tree documentation (stacks, positions, whether each bundle was analyzed). Preflop exploitability is not available.
list_games只读List covered 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; Fold/Call/Limp/AI/Open/3B tokens), "nlh8-hydra" = no-limit hold'em 8-max MTT chip-EV with a classic 0.1bb ante from every seat (10, 20, 30, 60bb; same tokens as nlmtt8), "nlh8-icm" = no-limit hold'em 8-max MTT with ICM: one stack table per scenario (near the money, 33 or 35 left of 200, 30 paid; final table, 8 left), uneven stacks, 0.125bb ante from every seat, EVs in tournament dollars; pass scenario (list_games lists them; stack alone works only where one table has that depth); get_node only, "nlhu" = no-limit hold'em heads-up for the title, chip-EV, both players at the stack (1–40bb), 0.125bb ante each, SB on the button; get_node only, "plo" = pot-limit Omaha 6-max cash (4-card), "plo5" = pot-limit Omaha 5-car
detaillist_library_solutions只读List my saved solutions
Finished postflop solutions saved for this account. None are marked done while dispatch is disabled.
limitlist_my_opponents只读List my opponents
Tracked opponents from uploaded hands. Each row has handCount, handsVsHero, and heroBb100Vs. Pass name to find one villain.
limitnameherogame_typemin_handssortlist_my_requests只读List my requests
List the feature and data requests this account has filed, newest first, with their status. Free with any key.
limitlist_my_sessions只读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) instead of asking the user to paste histories into chat.
limitgame_typelist_postflop_packs只读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 the flop, then 75%, under the `<pack>-flop33` id); every postflop tool accepts either tree's packId. PLO5 packs (ids starting plo5-) solve one 33% flop tree, flop decisions only. Compact output lists board names per pack. Pass `pack` (the 75% id or the -flop33 id) for that tree's per-board detail and per-flop exploitability where the index publishes a number. Missing exploitability is omitted, never estimated. Pass `variant` to list only NLHE or PLO5 packs. Call this before get_postflop_node.
variantpackdetaillist_queued_solves只读List my queued solves
List this account's solver-queue jobs, newest first. Jobs are not dispatched.
limitlist_spots只读Search preflop 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 "UTG".
gamestackdepthcontainsoffsetlimitdetailsubmit_request会改数据File a feature or data 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 with any key; the PokerData team reads every one.
kindsummaryquestiondetailsupload_hand_history会改数据Upload a 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.
filenametext
测试只做握手和列出工具,没有调用任何工具。名称和说明是登记的人写的,原样展示,我们没有核实。