
CPZAI
com.cpz-lab.mcp由 mcp.cpz-lab.com 发布官方发布者v1.1.0更新于 Nov 2, 2026
Build, backtest, and deploy quantitative trading strategies from your AI agent.
概览
CPZAI 的远程 MCP 适配器,让助手管理量化交易策略、回测、券商账户、订单、持仓、风险与行情数据。
- 可以做什么
- 创建、读取和更新策略,并配置对冲叠加策略的角色、政策与目标
- 读取已保存的回测记录,列出订单并在已连接的券商账户下单
- 查看账户、连接、持仓,同步投资组合,生成现金汇总与交易导出
- 获取实时报价与历史 OHLCV K 线,计算并读取风险快照
- 查询中台成交、生命周期事件、现金流、日记账分录与基金期间
- 管理自选列表、Webhook 与个人资料,并提供指南资源与组合/策略分析提示词
- 适用场景
- 适合让助手在 CPZAI 交易账户内工作:查看策略与已保存的回测、检查持仓、风险与行情,或在用户授权下下单并跟踪订单。也适用于中台报表与投资组合复盘流程。
- 运行要求
- 远程 Streamable HTTP 端点,无需本地安装。需要 CPZAI 账户,并在设置中创建 API key 与 secret,通过 X-CPZ-Key 与 X-CPZ-Secret 请求头发送;支持 OAuth 的客户端可用 PKCE S256 登录。账户、订单与持仓工具还需已连接的券商或数据提供商。
安装
在 SourceWeft 中
- 打开 控制台中的 CPZAI,将其添加到工作区。
- 连接 所需的 凭据。它们会被私密存储,绝不会在公开页面上展示。
- 为需要使用其工具的对话启用该服务。
Web executable,通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。
交给智能体安装
把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体,或 SourceWeft 对话中。智能体会读取该服务器的安装指南,先向你展示发布者、端点和登录方式,经你同意后再把它添加到你的客户端。密钥不会写进任何命令。
阅读 https://sourceweft.com/mcp/com.cpz-lab.mcp%2Fcpzai/install.md,并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前,先告诉我它的发布者、端点和登录方式,等我确认。不要把 API 密钥写进命令或我会提交的文件;问我密钥应从哪里获取。其他 MCP 客户端
把它添加到你客户端的 mcpServers 配置中。 客户端会在首次连接时完成 OAuth 登录。
{
"mcpServers": {
"cpzai": {
"type": "http",
"url": "https://mcp.cpz-lab.com/mcp"
}
}
}README
CPZAI MCP Server
A Model Context Protocol adapter for CPZAI: strategies, saved backtests, broker accounts, orders, portfolio positions, market data, risk, provider connections, and middle-office reporting.
Hosted endpoint: https://mcp.cpz-lab.com/mcp
Transport: stateless Streamable HTTP
Current source: version 1.4.0: 34 tools, three guide resources, two workflow prompts.
This README describes the updated source, not a completed production deployment. Use your connected client's tools/list, resources/list, and prompts/list to verify deployed capabilities. The previous source registered 21 tools; old references to 18 tools or a proposed 29-tool release were inaccurate.
Connect
Create a key and secret in Settings → API Keys at CPZAI. In a client supporting remote MCP with custom headers, configure:
Use your client's equivalent connector settings when its configuration format differs. OAuth-capable clients can connect to the same MCP URL and complete sign-in using PKCE S256. Discovery endpoints:
https://mcp.cpz-lab.com/.well-known/oauth-authorization-serverhttps://mcp.cpz-lab.com/.well-known/oauth-protected-resource
OAuth access tokens are opaque and accepted by this server. Do not pass them directly to the REST API. Legacy Bearer cpz_key_…SECRET credentials are disabled by default; use header authentication or OAuth.
Tool catalog
Filters in the table are optional. Single-record tools require a CPZ record UUID returned by a corresponding list tool. get_order takes the CPZ record ID, not the broker order ID. File reads return metadata; they do not download file contents or sample rows. Backtest tools read saved runs; they do not start a backtest.
Pagination and data
All list tools take limit (integer 1–100) and offset (nonnegative integer, default 0), plus any sorting fields in their advertised schemas. The default limit is 50, except list_accounts, which defaults to 100. Use an explicit limit when paging. REST count is the current page length, not a total. Continue paging until fewer than limit items are returned before reporting a complete portfolio.
For the next page of the same list, use {"limit":100,"offset":100}. An upstream error is not an empty final page.
get_bars accepts symbols, timeframe, start, end, limit (1–10,000 bars per symbol), and feed (iex or sip, subject to provider entitlements). Supported timeframes are 1Min, 5Min, 15Min, 30Min, 1Hour, 2Hour, 4Hour, 1Day, 1Week, and 1Month.
Middle-office lists support optional entity_id for an entity book where the caller is an active member; otherwise they use the personal book. Preserve minor-unit decimal strings as exact values rather than converting them to JavaScript numbers.
Trading and side effects
Use list_accounts to inspect environment and tradable before selecting an account. tradable: true filters to routable accounts; false or omitted includes all. Account discovery covers more providers than order routing. Live or paper execution follows the chosen account and platform controls.
place_order requires positive quantities. Limit/stop-limit orders require price; stop/stop-limit orders require stop_price. Only time_in_force: "day" is exposed, because legacy routes support that duration only. Supported order types remain broker-dependent. execute_strategy can place trades and is not a signal preview or dry run. Invoke these tools only for trading the user has authorized.
Tool annotations describe side effects. Actual authorization is enforced by the REST API's key, subscription, ownership, and resource-scope checks. Legacy read/write/trade permissions are expanded by that API into resource scopes.
Overlays
An overlay is a strategy that hedges other strategies or whole broker accounts under a hedge policy. All three overlay tools call the cpz gateway with your own credential and need the strategies scope.
list_overlays (GET /cpz/overlays) returns every overlay with its full policy (objective, hedge ratio, tolerance band, hedge instruments, benchmark, rebalance trigger, notes) and targets, in one read with no market data. configured is true when an overlay has a policy and at least one target. The platform returns at most 200 overlays, ordered by title; truncated: true says more exist, and the result then carries a note that it is not the complete list.
get_overlay_exposure (GET /cpz/overlay/exposure) resolves one overlay's hedge. Its result leads with the verdict: complete, hedge_ratio_status (measured, not_measured for objectives with no ratio or nothing to hedge, or withheld) and hedge_ratio_reason, then the platform document under data. When complete is false a price or price history is missing, and the hedge ratio, drift, band flag and suggested order are null with a withheld block naming the missing symbols. Never size or place a hedge from an incomplete result. The suggested order is advice; placing it is a separate, user-authorized place_order call. A 409 means the strategy is not an overlay or has no policy or targets yet, and points at configure_overlay.
configure_overlay (PUT /cpz/overlays/{id}) saves role, policy and targets in one transaction and returns the saved configuration.
role: "overlay"needs a policy and at least one target, and replaces both. Policy fields you omit take their defaults (hedge_ratio1,tolerance_band0.1,rebalance_triggerband, no instruments, no notes), and targets you do not list are removed. Readlist_overlaysfirst and send the whole configuration.role: "alpha"removes the policy and targets. Pass neither with it.- Becoming an overlay turns short selling on for the strategy.
- The tool refuses before any request: an unknown objective,
hedge_ratiooutside 0 to 5,tolerance_bandoutside (0, 1], a beta overlay withoutbenchmark_symbol, no targets, a self-target, the same target twice, a weight outside (0, 10], an account environment other than paper or live, and misspelt fields. Ownership, account membership and cycles are checked by the platform, whose 400 message is passed through verbatim. - A 200 whose read-back failed is reported as saved, with a note to confirm it with
list_overlays. A 5xx, a timeout or an unreadable 200 is never reported as a save: the outcome is unknown, so checklist_overlaysbefore saving again. The write is never retried.
Results and errors
Tool responses preserve readable JSON text and include structured content. Most read tools declare an outputSchema so a client can validate what came back: list routes return {data, count}, single-record routes return {data}, and a delete returns {message}. The action tools that proxy to another service (execute_strategy, sync_portfolio, compute_risk, get_market_data, get_bars) and the writes with their own handlers (place_order, create_connection, configure_overlay) declare no output schema, because their shape is not this server's to promise. Output validation is skipped for error results. Check isError before using the result. Malformed upstream responses and provider failures stay errors. Request IDs support tracing without logging credentials.
Eligible GET calls can retry transient upstream failures within a bounded timeout. Writes are not automatically retried. A timeout after order submission leaves the result unconfirmed; inspect existing orders and the broker before retrying. The public order route does not provide a general end-to-end idempotency guarantee.
Resources and prompts
Requesting a prompt returns instructions; it does not execute a workflow. Discover these using standard MCP methods. There is no /mcp/info endpoint.
Progressive tool discovery
The full catalogue is 34 tools and roughly 40 KB of JSON Schema, which every client pays for on every request unless it can defer tool loading. Tool-selection accuracy also falls off once a model is choosing between more than about thirty tools. There are two endpoints, serving identical tools under different discovery models.
POST /mcp: full catalogue
tools/list returns every tool. Use this when the client defers loading itself: it needs the definitions in order to defer them. With Claude's MCP connector, pair defer_loading with the tool search tool and keep the everyday reads loaded:
Deferred definitions are still sent on every request; they stay out of the model's context until a search discovers them, and the prompt prefix is untouched, so the cache survives. Claude Code applies its own tool search to this endpoint with no configuration.
POST /mcp/compact: server-side discovery
For clients with no deferral of their own. tools/list returns 16 tools instead of 34 (about 18 KB instead of 40 KB, a 56% cut):
search_tools: natural-language or keyword query, optionalcategory, returns each match with its full input schema. Searches tool names, titles, descriptions, parameter names, and parameter descriptions, so a field name such asunsettledorentity_idfinds the tool that accepts it. Categories: strategies, backtests, orders, positions, accounts, market-data, risk, data, webhooks, middle-office, profile.call_tool: invokes a discovered tool by name with an arguments object matching itsinput_schema, and returns that tool's result unchanged.- Every state-changing tool (
place_order,execute_strategy,create_strategy,update_strategy,create_connection,create_webhook,delete_webhook,sync_portfolio,compute_risk,configure_overlay) plus the read anchorslist_accounts,list_positions,list_orders,get_market_data.
call_tool dispatches read-only tools only. A client gates approval on the tool name it can see, so routing an order through a generic dispatcher would hide it from the check meant to catch it. It also refuses a read-only tool that is already advertised, and answers an unknown name with near matches rather than a guess. Arguments are validated against the real tool schema before dispatch; a rejection returns the offending paths and that tool's schema.
Protocol revisions
Both endpoints serve the 2026-07-28 revision and every legacy revision back to 2024-10-07 from the same URL.
- A 2026-07-28 client sends each request on its own, with no
initializehandshake, names the method in theMcp-Methodheader (and the tool inMcp-Name) so a gateway can route without parsing the body, and carries its protocol version, client info and capabilities in_meta. server/discoverreturns capabilities, instructions and supported versions in one call.tools/list,prompts/list,resources/listandserver/discovercarryttlMsandcacheScope.tools/listis alwaysprivate: it is filtered per credential, so a shared cache would hand one key's catalogue to another.- An
initialize-based client negotiates 2025-11-25, 2025-06-18 or older exactly as before. Claude Code and the existing connectors are unaffected.
The server is stateless in both eras: no sessions, no Mcp-Session-Id, one fresh server per request.
Scope-aware discovery
tools/list carries only the tools the calling credential's scopes permit. A data key sees 13 tools, not 39; an orders_paper key (trading limited to paper accounts) sees the order surface but not execute_strategy, list_accounts or the middle office; an identity-only OAuth token sees get_profile alone; search_tools will not return an out-of-scope tool and call_tool will not dispatch one. Scopes come from GET /me on the REST API, cached per credential for 60 seconds and looked up only for tools/list, never on the call path.
If the lookup fails, or the REST API deployment predates the scopes field, the full catalogue is advertised and the reason is logged: unknown is not the same as none. Filtering is discovery, not enforcement. The REST API remains the only thing that decides what a credential may touch, so a tool that is present can still return 403.
Measured surfaces:
Tool names, arguments, results and pagination are identical on both endpoints. Discovery reads no account data and places no order.
Architecture
src/tools.ts, src/expanded-tools.ts and src/overlay-tools.ts own the public MCP schemas; src/capabilities.ts defines guide resources and workflow prompts; src/tool-registry.ts captures those same schemas as data and src/tool-search.ts turns them into the compact surface, so the advertised and dispatchable catalogues cannot drift apart. They are distinct from internal Simons tools and are not imported from a shared schema package. The server proxies to the existing REST adapter rather than querying user data with a service-role key. The hosted service also supports authenticated Simons chat proxy routes; those routes are not additional MCP tools.
Local development
The client appends /v1 to CPZ_API_BASE_URL. Its built-in default already includes /functions/v1/rest-api; setting the environment variable to the bare API domain is incorrect. No CPZ_SERVICE_KEY is required by this server.
OAuth registrations, codes, and tokens contain encrypted state. Production replicas must share MCP_TOKEN_SECRET. Without it, development uses a per-process random key and tokens cannot survive restarts or resolve on another replica. Refresh tokens have a 30-day lifetime; previous refresh tokens are not invalidated by rotation. Revoke the underlying CPZ API key to remove access.
Verify and build
Tests cover registration, validation, routing, credentials, response errors, and OAuth behavior. No live order or strategy execution is required for local verification.
Docker
Scope and contributing
The hosted endpoint is the supported user connection. This repository is provided for transparency and local development; production self-hosting is not currently supported. The hosted infrastructure is maintained separately.
CI compares tool-catalog.json with MCP discovery and checks every tool appears in this README. Export the same snapshot to the platform with npm run export:catalog -- --output /path/to/cpzai/src/lib/mcp-tool-catalog.json; its docs test checks the public tool table.
Keep the public schemas, behavioral tests, README, and CPZAI's agent integration docs in sync. Do not advertise internal Simons tools or planned SDK lookup, sandbox, patch, cancellation, or middle-office write capabilities until they have implemented and tested public routes.
MIT © CPZ Capital Ltd.
来源:README.md,提交 21bcd19
工具
0版本历史
1- v1.1.0最新Sep 16, 2026
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