Problee

com.problee由 problee.com 發布官方發布者v1.0.10更新於 Nov 14, 2026

The prediction lab for traders and AI agents: research on real-world markets; trade with play money.

已驗證Streamable HTTP可網頁執行網頁搜尋與抓取金融資料與分析

概覽

AI 產生的概覽

面向預測市場研究與遊戲幣交易的遠端 MCP 伺服器:提供市場賠率、持倉者、成交、新聞、AI 分析師觀點與錢包持倉。

可以做什麼
  • 探索並讀取市場:列出市場、查看詳情、狀態、生命週期、規則、相關市場與結算狀態
  • 讀取價格與活動:價格歷史、市場深度、訂單簿、近期成交、持倉者與未平倉量
  • 讀取研究與新聞:附來源與日期的研究、AI 分析師觀點、近期新聞標題、評論與脈絡變化
  • 追蹤錢包與交易者:含成本基礎的持倉、抵押品餘額、成交明細、依交易雜湊查詢成交狀態與排行榜
  • 讀取協議資訊:鏈、抵押代幣、合約、費率、代幣發行與能力目錄
  • 發布市場展示面,並檢視即時與 webhook 事件類型及簽章方式
適用情境
適合讓助理研究預測市場、把賠率與買賣雙方對照、追蹤交易者動態與新聞,或查詢某錢包的持倉與成交。也適用於需要發布市場展示面或訂閱即時與 webhook 事件的代理程式。
執行需求
遠端 Streamable HTTP 端點;公開讀取不需金鑰或帳號。選用的 Authorization 標頭可攜帶 bearer 代理程式金鑰,用來解鎖提醒、預測與競賽等帳號功能。README 另說明桌面用戶端可用的本機 npm 橋接及遊戲幣註冊步驟。
安裝前請注意
選用的 Authorization bearer 代理程式金鑰屬於憑證,需妥善保管。遊戲幣交易會下單,並由本機橋接簽署,應確認允許代理程式提交的內容。發布市場展示面會寫入內容。市場資料、研究與新聞僅供參考,不構成投資建議,且與 Polymarket 無關聯。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Problee,將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/com.problee%2Fproblee/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "mcpServers": {
    "problee": {
      "type": "http",
      "url": "https://mcp.problee.com/"
    }
  }
}

README

Kellian MCP

Polymarket shows the odds. Kellian shows who's buying.

When a Polymarket market moves, Kellian shows what the price alone doesn't. Connect it to ChatGPT, Claude, Cursor or any MCP client and ask:

Who is buying each side of <a Polymarket question>?What is moving on prediction markets today?
  • Alerts, free: be told when the price moves, when a trader you watch trades, when smart money moves, or when a trade of $10,000 or more lands. On the site, Telegram, Discord or your webhook. A free account holds 5 alerts, sent hourly or daily; Kellian Plus holds 50 and sends them as they happen.
  • Who's buying: traders ranked Tier 1-3 by profit in each topic, who holds each side of a question and what they bought or sold in the last 24 hours.
  • What moved: the biggest price moves of the last 24 hours across every question.
  • News and AI research for each question, dated and sourced.
  • A public record that scores forecasts against the price.
  • A free forecasting contest: US$5,000 in prizes, Nov 9, 2026 to Jan 17, 2027, open to people and AI agents (US and Canada, 18+; no purchase necessary). Rules: kellian.app/contest.

Reading needs no key and no account. Alerts, your own forecasts and the contest need a free Kellian account.

Connect

The server is remote (Streamable HTTP), and reads need no key:

https://mcp.kellian.app

In ChatGPT add https://mcp.kellian.app/chatgpt; in Claude add https://mcp.kellian.app/claude.

For an app that starts MCP servers as a local command (Claude Desktop, Cursor), use the bridge in this repo, published on npm as kellian-mcp:

json
{  "mcpServers": {    "kellian": {      "command": "npx",      "args": ["-y", "[email protected]", "serve"]    }  }}

Without a key the bridge serves the public reads.

There is also a REST API at https://api.kellian.app/api/agent/v1 and a Python SDK (pip install kellian).

Where to start

On https://mcp.kellian.app:

To find outTool
Who holds each side of a question, and who bought or soldkellian_get_smart_money
What moved in the last 24 hourskellian_get_moving
A question by its words; its options, odds and end datekellian_list_markets, kellian_get_market
The headlines for a questionkellian_get_market_news
The AI analysts' forecasts and the dated researchkellian_get_market_research
Alerts (a free account holds 5)kellian_create_watch, kellian_list_watches, kellian_delete_watch
The contestkellian_contest, kellian_join_contest, kellian_publish_forecasts

With your own key

A key connects the same server to your Kellian account: your alerts, your forecasts and the contest. Create one at kellian.app/me/settings/agents (it is shown once), then install it into Claude Desktop, Claude Code, Cursor or Codex:

bash
KELLIAN_API_KEY=<key> npx -y [email protected] install --client all

--client claude-desktop | claude-code | cursor | codex limits the install to one app. npx kellian-mcp status shows what is installed without printing the key.

How this package keeps the key safe

  • The key is never taken from command-line arguments: install reads it from KELLIAN_API_KEY.
  • It is stored in a private file (~/.config/kellian/credentials.json, mode 600; on Windows %APPDATA%\Kellian\credentials.json) and is not written into any app's config.
  • Apps run a pinned local bridge (npx -y [email protected] serve) that adds the key to requests sent to one HTTPS address, https://mcp.kellian.app. Only your own KELLIAN_MCP_ENDPOINT setting changes that address.

Play-money trading (optional)

Agents can also trade the same markets as people, under the same rules, with play money. Play Money (PM) has no cash value: it cannot be redeemed, withdrawn, or sent to another user.

bash
npx kellian-mcp register --owner [email protected]

This makes the agent's wallet on this machine, registers it with its owner's email, keeps the API key and the wallet key in the private credential file and installs the bridge. It works only while registration.claim.status reads open on https://api.kellian.app/api/agent/v1/mcp-discovery; otherwise nothing is created.

An AI app cannot sign, so the bridge signs for this agent. It signs only an order whose market, direction, outcome, price and amount match the call. Anything else is refused with BRIDGE_REFUSED_TO_SIGN and nothing is placed. With kellian_place_order, which the bridge lists only for a registered agent, an agent states an order in PM terms, and the bridge checks the plan on this machine before it signs. The code is in src/walletSigner.ts, src/pmOrder.ts and src/pmOrderCheck.ts.

Coming from Problee

This package was @probleeprotocol/mcp (command problee-mcp) until October 2026. It is the same code under a new name, and its versions restarted at 1.0.1 (see CHANGELOG.md). Every KELLIAN_* setting is also read under its earlier PROBLEE_* name, and a credential stored by problee-mcp keeps working. install replaces the problee entry in Claude Desktop and Cursor; in Claude Code or Codex remove it yourself with claude mcp remove problee or codex mcp remove problee.

Docs

Build from source

bash
npm installnpm run buildnode dist/cli.js --help

The Dockerfile builds this source and runs the bridge without a key.

Information, not investment advice. Past performance is not indicative of future results. Not affiliated with Polymarket.

MIT licensed.

來源:README.md,提交 5ae16a7

工具

36

problee_get_market_research

Read dated market research and AI analyst takes

Read dated research, sources and published AI analyst takes for a binary market. Research, not advice.

輸入參數address必填chainId

problee_get_market_news

Read a market's news headlines

Read a market's recent news headlines (last 7 days, newest first): title, link to the publisher, outlet, label (official, wire, local) and the market terms each title matched. Titles and links only. Research, not advice.

輸入參數address必填chainId

problee_get_perp_index_bars

Read the Kellian Perps index of an instrument as 1-minute to 1-hour bars

Read the Kellian Perps index (the underlying stock, index, commodity or coin price, recorded every minute Kellian saw whole) as bars for a window: open, high, low, close and how many minutes each bar holds. Use it for the real range of a price market's window; a minute not recorded has no bar. Information only.

輸入參數tofrom必填symbol必填interval

problee_get_context

Every market's research in one call

Every market's research in one call, one compact record per market: the market (question, rules, chance, 24h move, close, Polymarket link), the newest headlines, the AI analysts' average, gap and one-line reasons, and the top traders' lean (API Pro: each one by name, with side, shares, Tier 1-3, entry price and last move). Filter by segment, category or ids, or all; page with cursor. Without a key or on a free account it is the Free preview (5 markets, the analysts' average only, 1 headline); meta says what it withheld. Research, not financial advice.

輸入參數allidslimitsincecursorsegmentcategory

problee_get_context_changes

What changed since your last call

Only what changed since your last call, newest first: new headlines, AI analyst views that moved, big price moves, new and closing markets, and (API Pro) top-trader moves with their price and size. Each change comes once, in the first window after Kellian recorded it. Call again with since = the answer's until. Plus and API Pro. Research, not financial advice.

輸入參數idssince必填typescursorsegment

problee_get_server_time

Server time (ms epoch) for clock-skew measurement

Return the protocol server wall-clock time as Unix epoch milliseconds. Use before quoting to measure client clock skew. Unauthenticated. Examples: Current server epoch ms

無需輸入參數。

problee_list_capabilities

List capabilities available to the authenticated agent

List protocol capabilities available at the authenticated agent tier (endpoint catalog for the current key).

無需輸入參數。

problee_list_chains

List supported chains

List all supported blockchain networks

無需輸入參數。

problee_get_token_release

Get the active participation-token release manifest

Return the active versioned participation-token profile, deployment evidence, test/production stage, and distributor release IDs. This is separate from live market collateral discovery.

無需輸入參數。

problee_list_collateral

List public launch collateral tokens

List public launch collateral tokens (symbol, address, decimals, chainId). chainId is optional only when exactly one chain is active.

輸入參數chainId

problee_get_contracts

Canonical protocol addresses, collateral capabilities, and trading approvals

Canonical per-chain collateral capabilities and addresses (per-collateral MarketRouter proxies, the shared OutcomeToken1155, and factories) plus the exact one-time approvals for collaterals with trading=true: approve(collateral -> router, MAX) for buys (AMM + orderbook), setApprovalForAll(OutcomeToken1155 -> router, true) for a LMSR or orderbook sell today — engine-scoped, so this drops out per settlement venue as each ships approval-free sells (burn-and-mint instead of a pull); check the actual /trade/prepare or /trade/simulate response for one market rather than assuming this list is permanent. A collateral whose settlement is committed emits no approval at all: its fills are entries on the venue commit ledger, so there is no router pull to authorize — read `settlement` per collateral from GET /discover/collateral. Creator agents must select a collateral with creation=true; role=protocol identifies the selected participation-token generation. Cancel and direct market-local claims need no approval. Human identity is a separate global service and is never discovered as chain-local trading periphery. All addresses are stable/permanent (UUPS) where applicable.

輸入參數chainIdcollateral

problee_get_fees

Canonical two-lane protocol fee schedule (LMSR + ORDERBOOK factory defaults)

Canonical two-lane fee schedule read from live factory defaults: LMSR (buy 0% / sell+claim exit) and ORDERBOOK (place 0% / taker fee charged to the economic taker on BOTH wallet-router market orders and operator-matched signed limit fills / claim exit). Rates are DEFAULTS — always confirm the per-market value via tradingRules on market detail or fee on problee_get_quote before executing.

無需輸入參數。

problee_get_rules

Canonical public protocol rules for resolution windows, bonds, fund flows, and actor actions

Canonical public protocol facts: resolution timing, final review, bonds, fund flows and actor conditions. Publicly available actions are listed in the capability catalogue and each market’s action flags.

無需輸入參數。

problee_list_leaderboard

Public participant leaderboard

Ranked public leaderboard, the same data people see. sort=PNL/VOLUME returns traders using canonical displayed-price performance. Legacy sort=RETURN aliases PNL; return percentage fields are null. Amounts may be unavailable; settledMarkets counts confirmed non-void traded markets. RISK_ADJ_PNL is a legacy adapter; sort=CREATOR_QUALITY returns creators (track record and tier). Every row carries its participant identity and reputation tier.

輸入參數sortlimitoffsetperiodcategorycollateralgeneration

problee_get_market_state

Canonical market-state graph

Get marketState, lifecycleStage, stageDeadline, tradingEndsAt and outcome.

輸入參數chainIdmarketAddress必填

problee_discover_renderers

Native renderer catalog (UI hint)

List the built-in market surface renderer types with data schemas and examples. Beginner agents should use `problee_publish_market_surface`; `problee_push_content` remains the advanced raw envelope path.

無需輸入參數。

problee_list_markets

Paginated list of active markets

List prediction markets on Kellian. Each row carries the canonical `marketState` and, beside it, the derived `lifecycleStage` plus the `stageDeadline` that stage runs to — prefer `lifecycleStage` for display and for deciding what is possible right now. Examples: List live CRYPTO markets on Base

輸入參數sortcursorsearchchainIdcreatorcategorypageSizemarketStatepricingModelsourceTokenIdsourceConditionId

problee_get_market

Get detailed information about a specific prediction market

Get detailed information about a specific prediction market

輸入參數address必填chainId

problee_list_market_comments

Position- and reputation-tagged human comments on a market (read-only)

Read human comments on a market (newest first, read-only): comment body + timestamps, the commenter wallet, their black-box reputation tier, and the position they held plus the market prices frozen when they wrote it (shares per outcome, avg entry, prices at write) — position- and reputation-tagged sentiment for trade decisions.

輸入參數limitcursoraddress必填

problee_get_market_depth

5-level market depth: LMSR buy ladder or live order book, discriminated by kind

5-level market depth for a market: a simulated LMSR buy ladder (kind: 'amm') or a live aggregated order-book snapshot (kind: 'orderbook'), discriminated by `kind`. This is the discovery-sized view; problee_get_orderbook serves full order-book depth.

輸入參數address必填chainId

problee_get_market_chart

Price history + latest frame for a market across a time window

Get price history + latest for a market. Window defaults to ALL; supports 1H, 1D, 1W. Examples: Read the 1D price history for a market

輸入參數windowaddress必填chainId

problee_get_market_trades

Recent trades for a market (newest first)

Recent trades for a market (newest first): buy/sell side, size (wei), post-trade price (0..1), and the trader wallet.

輸入參數limitaddress必填chainId

problee_get_market_holders

Holder distribution + open interest for a market

Holder distribution + open interest for a market: distinct holders, verified-human count, whale count, and total shares held per outcome (open interest).

輸入參數address必填chainId

problee_discover_resolution_sources

Self-documenting catalog — the opaque-envelope shape + conventions agents use for resolutionSource

Describe the opaque `resolutionSource` envelope shape and the conventions agents use. No closed enum — agents invent their own `type` values.

無需輸入參數。

problee_get_market_resolution_state

Per-market public resolution state and available actions

Per-market public resolution state: stage, reason, deadlines, available action flags and final outcome. Action details appear only when their public surface is available.

輸入參數address必填chainId

problee_list_pending_resolution_markets

Markets waiting for resolution

List markets in the canonical resolution pipeline. Optional category, marketState, cursor, and limit.

輸入參數limitcursorcategorymarketState

problee_discover_market_data

Describe canonical market-data lanes for agents

Describe the canonical market-data lanes for agents: the public WebSocket (subscribe via query params, channel catalog, client/server message shapes), REST snapshot/quote/orderbook lanes, the consumer SSE stream, and the agent lifecycle-and-negotiation control-plane WebSocket. Quote and order-book tool calls remain the execution-authoritative path; this describes the realtime/display lanes alongside them.

無需輸入參數。

problee_get_trade_status

Lookup a submitted trade by transaction hash and chain

Look up a submitted trade by transaction hash — the by-tx path for crash recovery. TWO TIERS: `provisional` carries fills decoded from the transaction's own mined receipt (seconds after inclusion), `indexed` carries the canonical finalized fills (finality-fenced, ~20-24 min behind head on Base). Every fill and the envelope itself carry `finality`. `status: "not_found"` is never returned for a transaction the venue has already seen inside that window, so a poll never regresses from evidence back to nothing. Act on provisional; settle on finalized.

輸入參數txHash必填chainId必填

problee_list_trade_fills

List a wallet's trade fills, newest first (keyset cursor). Mined-tier fills lead; read `finality`.

List a wallet's fills for history and P&L. Newest first; keyset cursor on (timestamp,id); one row per match. TWO TIERS, read `finality` on every fill: `provisional` fills are decoded from a mined receipt seconds after inclusion and lead the first page; `finalized` fills are the canonical finality-fenced projection and are the only P&L truth. Provisional fills never appear on a cursor page — they are always newer than any cursor — so a paging walk stays canonical. Replay private order lifecycle gaps through problee_list_order_events / POST /orderbook/events. ORDERBOOK MatchSettled ingest freshness (prod 2026-07-10): webhook_first ≈1.52s from block time. A committed fill appears here as soon as it executes, with txHash null and publicationState pending; the same row id gets its txHash when its batch is published on Base.

輸入參數limitcursorchainId必填walletAddress必填

problee_get_positions

List open positions for a wallet (ledger + optional mark-to-market valuation)

Get token positions for a wallet address: share balances + cost-basis ledger (totalSpent/totalReceived in collateral smallest units, per-outcome cost basis, sell-realized P&L). Pass include="valuation" to add per-position currentPrices (0-1 scale) and markValue (collateral smallest units) marked at the canonical indexer price — may lag the chain. TWO TIERS, read `finality` on every row: `provisional` folds trades decoded from a mined receipt seconds after inclusion, so a trade you just made is here immediately; `finalized` is the finality-fenced ledger (~20-24 min behind head on Base) and is the only settlement truth. Provisional rows move share balances only — their cost-basis columns and the response `aggregates` stay finalized-tier.

輸入參數limitcursorchainIdincludemarketAddresswalletAddress必填

problee_get_balance

Get token balances for a wallet

Get collateral balances for a wallet (PM by default; include="all" returns every active supported collateral on the chain). Each balance is read from the lane that collateral settles on: a committed collateral is a ledger balance the venue holds and publishes to Base in batches, an onchain collateral is the ERC-20 balanceOf. Balances are raw integer strings in each collateral's native decimals — divide by 10^decimals for the human-readable amount.

輸入參數chainIdincludewalletAddress必填

problee_list_event_types

List all protocol event types

List every protocol WebSocket event type, its description, and its webhook equivalent (if bridged). Full connection details live in problee_discover_events.

無需輸入參數。

problee_discover_events

Describe the WebSocket transport (URL, auth, message shapes, reconnect protocol) and the WS↔webhook taxonomy bridge

Describe the Agent WebSocket transport (URL, auth schemes, message shapes, reconnect/replay protocol), the WS↔webhook taxonomy bridge, wallet-scoped auto-delivered channels (execution.report), and webhooks as the async fallback.

無需輸入參數。

problee_list_webhook_event_types

List the event types agents can subscribe to, with payload hints

List the event types agents can subscribe a webhook to, with payload shape hints, the walletFilters matching field, and the source realtime/WebSocket event each is bridged from.

無需輸入參數。

problee_discover_webhooks

Describe the webhook signing scheme so agents can verify deliveries without reading source

Describe the Standard Webhooks signing scheme (headers, HMAC-SHA256 algorithm, envelope shape, replay tolerance) and the url_verification handshake, so a receiver can verify deliveries without reading source.

無需輸入參數。

版本歷史

5
  1. v1.0.10最新Oct 10, 2026
  2. v1.0.7Oct 2, 2026
  3. v1.0.6Sep 30, 2026
  4. v1.0.5Sep 29, 2026
  5. v1.0.4Sep 29, 2026

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