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AKBridge MCP Server

by kevynf

AKBridge 0.2.0 破坏性变更:默认工具面从 all 改为 router,已依赖默认模式的客户端需显式传 --mode all。同版本支持 structured content、MCP Prompts、按需文档资源和 Streamable HTTP;旧版 SSE 仍保留并标记为 deprecated。

将 AKShare 公共接口自动暴露为 MCP 工具,并提供路由检索、结构化输出、逐接口验收以及自动化验收与维护。当前 AKShare 基线版本、接口数量和验收结果见中文验收汇总与English acceptance summary。

为什么选择 AKBridge

AKShare 覆盖广泛的金融数据接口,但直接接入 AI 助手仍需处理 Python 调用、函数选择、参数构造、DataFrame 转换和版本变化。AKBridge 把这些工作收敛为一个可安装、可检索、可验收的 MCP 服务,适合构建金融研究助手、行情分析 Agent 或数据检索工具:

  • 覆盖 AKShare 完整公共接口,而不是长期手工维护少量工具;

  • 只向 LLM 暴露三个稳定的路由工具,降低上千个接口带来的上下文压力;

  • 提供统一的 JSON 输出、分页、摘要和错误分类,而不是直接处理不同形态的 Python 返回值;

  • 在 AKShare 更新后自动发现接口变化,并通过逐接口验收判断是否仍可安全使用。

AKBridge 不替代 AKShare:AKShare 负责数据获取,AKBridge 负责把这些能力可靠地交给 MCP 客户端、Agent 或其他工具。第三方数据源自身的登录、验证码、反爬、限流和网络限制仍然存在,并会被单独报告。

Related MCP server: AKShare MCP Server

验收状态

AKBridge 最新验收状态

状态图由验收报告命令自动生成,详细结果见中文验收汇总、English acceptance summary和逐接口明细。

GitHub Actions 与 Dependabot 自动检查 AKShare 与 mcp 更新:AKShare 的同主版本升级与 mcp 的同主版本 patch 升级在完整验收通过后自动合并,依赖固定版本变化还会自动发布新版本。频率、门禁与仓库配置见自动化验收与维护说明。

功能

  • 自动发现 AKShare 公共可调用接口,按函数签名生成 MCP 输入 Schema,无需手工维护上千个适配器。

  • 支持 DataFrame、Series、日期和常见 NumPy 标量的 JSON 转换,以及 DataFrame JSON 入参与时间索引转换。

  • 提供逐接口隔离验收、超时控制、并发执行、验收参数集和断点续跑。

  • 生成逐接口 CSV 明细以及 JSON、Markdown 汇总报告。

  • 提供本地语义目录、确定性检索和三工具路由模式。

  • 支持 raw、compact、summary 三种输出模式、分页、字段类型和单位提示。

  • 提供重试、限速、缓存、熔断、代理配置、敏感信息脱敏以及自动化验收与维护门禁。

安装

推荐使用 uv 安装命令行工具,它会为 AKBridge 管理隔离的 Python 3.11+ 环境。普通用户从 PyPI 安装最新发布版:

uv tool install akbridge
uv tool update-shell

重新打开终端后验证:

akbridge --help
akbridge --mode router

第二条命令启动 stdio MCP 服务并等待客户端连接,终端看起来没有输出是正常现象,可按 Ctrl+C 停止。安装默认分支的开发版本用 uv tool install --force "git+https://github.com/kevynf/akshare-mcp-bridge.git";升级和卸载分别是 uv tool upgrade akbridge 与 uv tool uninstall akbridge。

参与开发或需要修改代码时才克隆仓库:

git clone https://github.com/kevynf/akshare-mcp-bridge.git
cd akbridge
uv sync --group dev
uv run --no-sync akbridge --mode router

stdio 服务启动后不会显示网页、菜单或命令提示符,MCP 客户端通过标准输入输出与该进程通信。

两种工具模式

router 是默认模式(自 0.2.0 起),只公布三个稳定工具,是连接 LLM 的推荐方式。all 模式保留所有已发现的 AKShare 原始函数工具,适合兼容已有客户端、逐接口验收和人工精确调用,但超过 50 个接口时会在 stderr 给出提示。hybrid 模式同时暴露两套接口,主要用于迁移与调试。

工具

用途

akbridge_search

在本地语义目录中检索接口、别名、类别和用途,返回小型 RAG 上下文。

akbridge_describe

返回一个接口的签名、参数、示例、返回类型、数据源链接和副作用标记。

akbridge_call

解析规范名称或唯一别名,调用接口,并选择输出模式和分页。

akbridge              # 默认即 router 模式
akbridge --mode all   # 显式选择完整工具面

检索器从 AKShare 公开函数自动生成 一级分类 → 源码模块 → 接口 路由树,例如 stock → stock_feature.stock_hist_em → stock_zh_a_hist。函数名、签名、别名和 docstring 构成默认的确定性词法证据,不调用 LLM、嵌入服务或远程向量数据库。MCP 资源 akbridge://skill 提供同一套运行时调用规程,它随服务暴露,不会自动安装成客户端 Skill。

自 0.2.0 起,三个 router 工具都声明了 outputSchema,并以 structuredContent 形式返回结构化结果,便于 MCP 客户端零成本消费;同时保留 TextContent JSON 文本作为向后兼容的回退。工具描述头部带有人类可读的 title("AKBridge Search" 等)和 _meta.documentation_uri 指向 README。

AKShare 文档词法路由

正式发布的 wheel 和 sdist 会在 GitHub Actions 中,根据固定的 AKShare 版本解析对应的 release-vX.Y.Z 标签和 commit SHA,自动构建并包含文档索引;router 模式默认加载包内索引,服务搜索期间不会联网。文档块只关联 AKShare 顶层公开函数,补充自然语言术语和排序证据,不决定领域或模块结构;搜索结果会返回命中的文档标题和来源链接。

自 0.2.0 起,AKBridge 通过 MCP ResourceTemplate 发布文档资源模板;akbridge_search 命中时,documentation 数组会附带具体的 uri,客户端可用 resources/read 读取完整文档,无需访问外部 URL。没有加载文档索引时,模板仍可见,但搜索结果不会返回具体文档 URI。

源码开发时可手动重建或覆盖索引:

akbridge-docs build --ref <akshare-commit-sha> --output artifacts\akshare-docs.json
akbridge --mode router --document-index artifacts\akshare-docs.json

客户端配置

选择使用的 MCP 客户端,跳转到对应配置:Cherry Studio、Codex或其他客户端。

Cherry Studio

Cherry Studio 可以通过 stdio 直接启动 AKBridge,不需要额外的适配服务,推荐使用 router 模式。

协议安装:将下面的地址复制到浏览器地址栏或 Windows“运行”窗口,打开 Cherry Studio 后检查安装预览并确认。如果没有打开自定义协议,请改用下方的 JSON 导入。

cherrystudio://mcp/install?servers=eyJtY3BTZXJ2ZXJzIjp7ImFrYnJpZGdlIjp7InR5cGUiOiJzdGRpbyIsImNvbW1hbmQiOiJ1dngiLCJhcmdzIjpbImFrYnJpZGdlIiwiLS1tb2RlIiwicm91dGVyIl19fX0%3D

Cherry Studio 会以未启用、未信任状态导入配置,仍需由用户确认并启用。

从 JSON 导入:打开 设置 → MCP → MCP 服务器 → 添加 → 从 JSON 导入,粘贴:

{
  "mcpServers": {
    "akbridge": {
      "type": "stdio",
      "command": "uvx",
      "args": ["akbridge", "--mode", "router"]
    }
  }
}

启用服务并确认状态正常后,将 AKBridge 绑定到需要使用它的 Agent。首次启动时 uvx 可能需要下载并创建运行环境,会比后续启动更慢。

Codex 配置

在 Codex MCP 配置中加入:

[mcp_servers.akbridge]
command = "akbridge"
args = ["--mode", "router"]
startup_timeout_sec = 30
tool_timeout_sec = 120

保存配置并重启 Codex,客户端初始化成功后即可看到 AKShare 工具。

其他 MCP 客户端

支持 JSON MCP 配置的客户端(Claude Desktop 及兼容客户端)可以使用:

{
  "mcpServers": {
    "akbridge": {
      "command": "akbridge",
      "args": ["--mode", "router"]
    }
  }
}

调用示例

连接 MCP 服务后,用户可以直接描述数据需求,无需预先知道 AKShare 函数名:

查询股票代码 000001 从 2026-01-01 到 2026-08-06 的前复权日线行情。

类似的自然语言请求还有“获取 A 股实时行情”“查询中国 CPI 数据”“获取开放式基金净值”“查询国内期货实时行情”。MCP 客户端中的 LLM 负责把需求转换为下方的检索、描述和结构化调用;AKBridge 本身不使用 LLM,每个工具的参数来自对应 AKShare 函数签名,具体含义以工具描述和 AKShare 文档为准。

路由调用与结果格式

典型顺序是先检索、再描述、最后调用:

{"query": "A股历史行情", "limit": 5}
{"name": "stock_zh_a_hist"}
{
  "name": "stock_zh_a_hist",
  "arguments": {
    "symbol": "000001",
    "period": "daily",
    "start_date": "20260101",
    "end_date": "20260806",
    "adjust": "qfq"
  },
  "output_mode": "compact",
  "page": 1,
  "page_size": 100
}

输出模式

适用场景

返回内容

raw

兼容已有直接工具调用

原始 JSON 结构,默认最多 5,000 行。

compact

常规分析

行数据、分页信息、字段类型和按列名推断的单位提示。

summary

先判断数据是否适用

行数、列、空值统计、数值摘要和少量预览,不返回完整大表。

字段和单位提示由结果列名和 dtype 自动推断,属于辅助元数据,不替代 AKShare 或数据源的正式定义。

指标与可观测性

akbridge_call 默认 不 在响应里附带 metrics 快照,避免 by_api 累积表让每次响应变大。需要时显式传 include_metrics: true,或读取 akbridge://metrics 资源拿到全量计数器:

{"name": "stock_zh_a_hist", "arguments": {...}, "include_metrics": true}

akbridge_call 的 annotation 标记为 open-world 和 state-changing;客户端是否展示这些 annotation 取决于客户端实现。副作用接口的授权门禁还会由服务端强制执行。

结构化错误响应

所有工具错误都以 isError=true 返回,错误正文是 JSON 文档,包含稳定的 error.code 以及 LLM 恢复建议:

{
  "error": {
    "code": "UNKNOWN_API",
    "message": "Unknown AKShare API: foo",
    "suggestions": ["stock_zh_a_hist", "..."],
    "retry_hint": "Use akbridge_search to find candidates, then akbridge_describe to confirm the canonical name and schema."
  }
}

错误码枚举:UNKNOWN_API、TOOL_NOT_AVAILABLE、SCHEMA_VIOLATION、INVALID_ARGUMENT、UPSTREAM_TIMEOUT、UPSTREAM_ERROR、CIRCUIT_OPEN、RATE_LIMITED、SIDE_EFFECT_DENIED、UNKNOWN_RESOURCE、UNKNOWN_PROMPT、INTERNAL_ERROR。LLM 客户端可以基于 code 选择检索备用接口、放慢调用频率或放弃。

副作用接口

以 set_*、login、logout、configure 开头或名字含 token/secret/password/api_key/cookie 的接口被标记为副作用接口。无论客户端是否处理 annotations,AKBridge 都会在服务端拒绝缺少 allow_side_effect=true 的调用;这个参数仅表示上层已完成授权确认,AKBridge 不会自行显示确认框:

  • ToolAnnotations.readOnlyHint=false、destructiveHint=true、idempotentHint=false

  • 工具描述头部加 ⚠️ SIDE EFFECT: 警告前缀

  • _meta.x-requires-confirmation=true,为支持该约定的 MCP 客户端提供授权提示

  • 不参与缓存和自动重试

MCP Prompts

自 0.2.0 起,AKBridge 暴露三个协议层 MCP prompts,对应常见工作流:

Prompt

用途

必填参数

akbridge.query_financial_data

端到端 search → describe → call 引导

question

akbridge.describe_api

查看接口 schema、参数、示例

name

akbridge.search_catalog

检索接口目录

query

支持 MCP Prompts 的客户端可以从 Prompt 菜单选择对应流程;具体触发 UI 由客户端决定。

DataFrame 入参

少数计算接口需要 pandas.DataFrame,MCP 客户端可以传入记录数组:

{
  "data": {
    "index_column": "date",
    "rows": [
      {"date": "2026-01-05T09:30:00", "Open": 10.0, "High": 10.3, "Low": 9.9, "Close": 10.2}
    ]
  }
}

index_column 指定转换为 DataFrame 索引的列,ISO 日期字符串会自动转换为 DatetimeIndex。

逐接口验收

接口清单由发现机制自动生成,记录 AKShare 版本、接口总数、函数签名、输入 Schema 哈希以及自动生成的显示名、类别、别名、用途、示例、返回元数据、副作用标记和数据源链接,落在 artifacts/acceptance/manifest.json;artifacts/catalog.json 是同一目录的紧凑 RAG 导出。常用命令:

.venv\Scripts\python.exe -m akbridge.acceptance manifest
.venv\Scripts\python.exe -m akbridge.acceptance run --limit 20 --timeout 30 --workers 4
.venv\Scripts\python.exe -m akbridge.acceptance run --resume --retry-status timeout --timeout 60

--limit 控制本次验收数量,--resume 继续上次进度,--retry-status timeout 复验超时接口,--name 只验收指定接口;必填验收参数位于 artifacts/acceptance/fixtures.json。完整参数与断点续跑细节见自动化验收与维护说明。

验收状态取值

状态

含义

passed

接口成功返回非空结果

passed_empty

接口成功执行,但当前返回空结果或无返回值

failed

AKShare 或上游数据源返回运行错误

timeout

接口在指定时间内没有完成

fixture_required

缺少必填验收参数

worker_failed

MCP 适配或隔离执行进程发生错误

adapter_passed

仅验证发现、Schema 和适配契约;没有访问第三方数据源

MCP 适配验收与数据源可用性分开统计:只要接口已被发现、生成 Schema,并成功进入 AKShare 调用路径且没有 fixture_required 或 worker_failed,就视为 MCP 适配通过。上游失败不会被隐藏或伪装成成功。

生成报告

.venv\Scripts\python.exe -m akbridge.acceptance report

报告写入 artifacts/acceptance/ 下的 SUMMARY.md/SUMMARY.en.md(双语汇总)、summary.json(机器可读)、status.svg(README 状态图)、ledger.csv(逐项结果)和 manifest.json(完整清单)。当前基线的精确版本、接口数量和各状态统计见验收汇总,失败范围分为上游网络、上游响应、AKShare 运行错误和上游超时,详细原因见逐接口明细。报告由验收命令生成,升级 AKShare 时无需手工同步 README 中的数字。

自动化验收与维护

默认离线门禁不访问第三方数据源,也不需要人或 LLM:

.venv\Scripts\python.exe -m akbridge.maintenance ci --strict `
  --baseline artifacts\acceptance\manifest.json `
  --current artifacts\maintenance\manifest.json `
  --catalog artifacts\catalog.json `
  --report artifacts\maintenance\latest.json

它会重新发现全部接口、构造并验证全部 all 工具和固定的 3 个 router 工具、验证输入 Schema 和 router 索引、生成语义目录、比较接口新增/删除/签名/Schema 差异,并在接口删除或签名/Schema 回归时返回非零退出码。定时任务可加 --check-latest 查询 PyPI 最新 AKShare 版本,网络不可用只记录为 unavailable,需要让发现新版本时任务失败再加 --fail-on-update。

只验证适配契约而不访问数据源:

.venv\Scripts\python.exe -m akbridge.acceptance run --offline --workers 4

全量数据源验收反映上游网站、验证码、登录和限流状态,而不是 MCP 适配是否正确,应单独作为网络探测任务:

.venv\Scripts\python.exe -m akbridge.maintenance ci --provider --timeout 60 --workers 4

自动化维护工作流每周运行离线流程并上传报告,数据源探测工作流每月 1 日和 15 日各执行一次全量隔离验收。完整规则见自动化验收与维护说明。

可靠性与安全

只读接口可通过环境变量启用进程内缓存、限速、重试和熔断:

$env:AKBRIDGE_CACHE_TTL = "60"
$env:AKBRIDGE_RATE_LIMIT_SECONDS = "0.2"
$env:AKBRIDGE_MAX_ATTEMPTS = "2"
$env:AKBRIDGE_CIRCUIT_FAILURE_THRESHOLD = "5"
$env:AKBRIDGE_CALL_TIMEOUT = "120"

代理支持标准 HTTP_PROXY/HTTPS_PROXY,也支持 AKBRIDGE_HTTP_PROXY、AKBRIDGE_HTTPS_PROXY、AKBRIDGE_ALL_PROXY、AKBRIDGE_NO_PROXY 专用别名。令牌、密码、Cookie、API Key 在验收日志和结构化诊断中会被脱敏;set_*、登录和配置类接口被标记为非只读,不缓存也不自动重试。备用数据源不按名称自动猜测,只能通过 CallExecutor.register_fallback() 为已确认语义等价的接口显式注册。

运行中的进程通过 MCP 资源 akbridge://metrics 提供调用次数、失败数、重试数、缓存命中和耗时计数;AKBRIDGE_JSON_LOGS=1 可将重试诊断以 JSON Lines 写入 stderr,不污染 stdio MCP 协议。

需要通过网络部署时推荐使用 Streamable HTTP 传输(自 0.2.0 起,对应 MCP 2025-03-26 规范),旧的 SSE 传输仍可用但已标记为 deprecated:

# 推荐:Streamable HTTP
.venv\Scripts\python.exe -m akbridge.server --transport http --mode router --host 127.0.0.1 --port 8000

# 旧版(deprecated)
.venv\Scripts\python.exe -m akbridge.server --transport sse --mode router --host 127.0.0.1 --port 8000

HTTP 端点默认位于 /mcp,可通过 AKBRIDGE_HTTP_PATH 覆盖;--http-json-response 强制返回纯 JSON 而不是 SSE 流,便于不支持 SSE 流的客户端接入。DNS rebinding 防护默认启用:本机绑定默认允许 localhost、127.0.0.1 和 [::1],包括带任意端口的形式;自定义域名需用 --http-allowed-host 指定,浏览器跨域 Origin 需用 --http-allowed-origin 显式指定。对应环境变量为逗号分隔的 AKBRIDGE_HTTP_ALLOWED_HOSTS 和 AKBRIDGE_HTTP_ALLOWED_ORIGINS。可通过环境变量 AKBRIDGE_HTTP_BEARER_TOKEN 启用 bearer-token 验证;对外部署仍建议配置 TLS 和反向代理访问控制。旧版 SSE 不包含这些 Host/Origin 与 bearer-token 防护,只能在可信本机环境使用或放在已完成身份验证的反向代理之后。

测试

.venv\Scripts\python.exe -m pytest -q

覆盖函数发现、Schema 生成、语义检索、DataFrame 转换、三种结果模式、重试/缓存/熔断/脱敏、manifest 门禁、离线验收,以及真实 MCP stdio 客户端握手和复杂工具调用。验收参数集完全位于本地,不需要人工步骤、LLM 或第三方网络请求。

常见问题

服务启动后没有输出? 这是 stdio MCP 服务的正常行为,请由 MCP 客户端启动和管理服务,不要期待浏览器页面。

某个工具返回网络错误? AKShare 依赖多个第三方数据网站。先增加工具超时并重试;如果持续失败,查看 ledger.csv 中的错误类型,判断是连接失败、上游格式变化还是 AKShare 解析错误。

返回数据过大? 服务默认最多序列化 5,000 行,并在结果中返回 row_count 和 truncated,可启动时调整:

.venv\Scripts\python.exe -m akbridge.server --row-limit 1000

升级 AKShare 后接口数量变化? 重新运行 manifest 和全量验收。运行时发现机制会自动暴露新增的公共可调用接口,但仍应检查签名变化及数据源回归。

当前限制与后续方向

当前限制:

  • 内置 Skill 是随 MCP 服务暴露的通用运行时调用规程,不会自动安装成客户端模块,尚无面向不同客户端和金融领域的可安装 Skills。

  • RAG 只有接口目录和词法检索,缺少金融知识、术语映射、向量召回与重排。

后续方向:

  • 提供面向主流 LLM 客户端和 Agent 框架的可安装、可组合金融 Skills。

  • 为高频接口补充人工校准的工具说明、参数语义、调用示例和结果摘要。

  • 建设带来源和版本的金融知识库与中英文术语适配层。

  • 提供混合 RAG 检索和自动化验收,持续评估知识召回、接口选择与参数完整度。

文档与贡献

欢迎提交 Issue 和 Pull Request,提交前请先阅读贡献指南。

许可证

AKBridge 使用 MIT License 开源。

Available Tools

3 tools
akbridge_callAKBridge CallA
Destructive

Resolve and call one AKShare interface with deterministic output controls (output_mode, page, page_size). Interfaces flagged side_effect=true mutate global state or credentials and require explicit user authorization before invocation.

NameRequiredDescriptionDefault
nameYesCanonical function name or unique alias.
pageNo
argumentsNo
page_sizeNo
output_modeNocompact
include_metricsNoWhen true, append a process-wide CallMetrics snapshot. Disabled by default to keep responses small; read the akbridge://metrics resource for full diagnostics.
include_metadataNo
allow_side_effectNoExplicit acknowledgement required to invoke an interface marked side_effect=true. Ask the user first; true is an acknowledgement, not proof of consent.

Output Schema

NameRequiredDescription
nameYes
resultYes
metricsNoIncluded only when include_metrics=true.
output_modeYes
requested_nameYes

TDQS

A3.5/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare destructiveHint=true, openWorldHint=true, and idempotentHint=false; the description adds genuine value beyond that by explaining *what* side effects touch (global state or credentials) and that explicit user authorization is required before invocation. It does not cover pagination behavior or what a mutating call returns, which keeps it short of a 5.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two tight sentences with zero filler; the core action comes first and the safety constraint is front-loaded into the second sentence. Every clause carries information an agent needs.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return values needn't be described, but with 8 parameters, a nested arguments object, and destructiveHint=true, the description should do more to explain how arguments are passed through and what include_metadata/include_metrics change. It is adequate for the side-effect case but thin for the parameter surface.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is only 38%, so the description must carry more weight than it does. It merely lists output_mode, page, and page_size as 'deterministic output controls' without explaining the raw/compact/summary semantics or pagination behavior, and it says nothing about the arguments object or include_metadata.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb + resource: 'Resolve and call one AKShare interface', which is a clear execution primitive. It implicitly contrasts with the search/describe siblings by framing this as the call path, though it never names them explicitly, so an agent must infer the routing.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Provides one concrete usage rule — interfaces flagged side_effect=true require explicit user authorization — but gives no guidance on when to use this versus akbridge_search or akbridge_describe, nor any prerequisite workflow (e.g., call describe first to inspect a function). Usage is implied by the 'call' verb rather than stated.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

akbridge_describeAKBridge DescribeA
Read-onlyIdempotent

Describe one AKShare interface, including parameters, signature, return metadata, side_effect flag, and a safe example call. Use this to confirm a name returned by akbridge_search before calling it.

NameRequiredDescriptionDefault
nameYesCanonical AKShare function name or unique alias.
include_schemaNo

Output Schema

NameRequiredDescription
nameYes
returnNo
aliasesNo
categoryYes
examplesNo
signatureYes
use_casesNo
parametersNo
source_urlNo
descriptionNo
side_effectYes
display_nameNo
input_schemaNo
router_usageNo
source_moduleNo
category_labelNo
required_parametersNo

TDQS

A4.1/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnly, idempotent, non-destructive, closed-world, so the safety bar is met without description help. The description adds genuine value beyond them by disclosing what the agent receives, notably the side_effect flag, which directly informs a later akbridge_call decision. It does not mention cost/rate limits or failure behavior for unknown names, keeping it at 4.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two tight sentences: the first states what is returned, the second gives the workflow rule. No filler, and the content is front-loaded with the core action.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so the description need not explain return values in detail, and it correctly stays brief while noting useful fields like side_effect. The remaining gap is the unexplained `include_schema` toggle, which affects whether schema detail is returned at all.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is only 50%: `name` is described in the schema, but `include_schema` (default true) has no description anywhere, and the description's mention of 'parameters' refers to the payload of the described interface rather than this tool's own inputs. With half the parameters undocumented, the description fails to compensate for the coverage gap.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Specific verb ('Describe') plus precisely scoped resource ('one AKShare interface'), and it enumerates exactly what the response contains (parameters, signature, return metadata, side_effect flag, example call). The wording 'one ... interface' plus the workflow sentence clearly separates it from akbridge_search (find names) and akbridge_call (invoke them).

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicit sequencing: confirm a name returned by akbridge_search before calling it, which tells the agent exactly where this fits in the workflow and names the alternatives. It lacks an explicit 'when not to use' (e.g., when the name is already known/verified), so it falls just short of a 5.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 1099 tool updatesv0.2.1
    • Removedair_city_table
    • Removedair_quality_hebei
    • Removedair_quality_hist
    • Removedair_quality_rank
    • Removedair_quality_watch_point
    • Addedakbridge_call
    • Addedakbridge_describe
    • Addedakbridge_search
    • Removedamac_aoin_info
    • Removedamac_fund_abs
    • Removedamac_fund_account_info
    • Removedamac_fund_info
    • Removedamac_fund_sub_info
    • Removedamac_futures_info
    • Removedamac_manager_cancelled_info
    • Removedamac_manager_classify_info
    • Removedamac_manager_info
    • Removedamac_member_info
    • Removedamac_member_sub_info
    • Removedamac_person_bond_org_list
    • Removedamac_person_fund_org_list
    • Removedamac_securities_info
    • Removedarticle_epu_index
    • Removedarticle_ff_crr
    • Removedarticle_oman_rv
    • Removedarticle_oman_rv_short
    • Removedarticle_rlab_rv
    • Removedbank_fjcf_table_detail
    • Removedbond_available_index_cbond
    • Removedbond_buy_back_hist_em
    • Removedbond_cash_summary_sse
    • Removedbond_cb_adj_logs_jsl
    • Removedbond_cb_index_jsl
    • Removedbond_cb_jsl
    • Removedbond_cb_profile_sina
    • Removedbond_cb_redeem_jsl
    • Removedbond_cb_summary_sina
    • Removedbond_china_close_return
    • Removedbond_china_close_return_map
    • Removedbond_china_yield
    • Removedbond_composite_index_cbond
    • Removedbond_corporate_issue_cninfo
    • Removedbond_cov_comparison
    • Removedbond_cov_issue_cninfo
    • Removedbond_cov_stock_issue_cninfo
    • Removedbond_deal_summary_sse
    • Removedbond_debt_nafmii
    • Removedbond_gb_us_sina
    • Removedbond_gb_zh_sina
    • Removedbond_index_general_cbond
    • Removedbond_info_cm
    • Removedbond_info_cm_query
    • Removedbond_info_detail_cm
    • Removedbond_local_government_issue_cninfo
    • Removedbond_new_composite_index_cbond
    • Removedbond_sh_buy_back_em
    • Removedbond_spot_deal
    • Removedbond_spot_quote
    • Removedbond_sz_buy_back_em
    • Removedbond_treasure_issue_cninfo
    • Removedbond_treasury_index_cbond
    • Removedbond_zh_cov
    • Removedbond_zh_cov_info
    • Removedbond_zh_cov_info_ths
    • Removedbond_zh_cov_value_analysis
    • Removedbond_zh_hs_cov_daily
    • Removedbond_zh_hs_cov_min
    • Removedbond_zh_hs_cov_pre_min
    • Removedbond_zh_hs_cov_spot
    • Removedbond_zh_hs_daily
    • Removedbond_zh_hs_spot
    • Removedbond_zh_us_rate
    • Removedbusiness_value_artist
    • Removedcar_market_cate_cpca
    • Removedcar_market_country_cpca
    • Removedcar_market_fuel_cpca
    • Removedcar_market_man_rank_cpca
    • Removedcar_market_segment_cpca
    • Removedcar_market_total_cpca
    • Removedcar_sale_rank_gasgoo
    • Removedcrypto_bitcoin_cme
    • Removedcrypto_bitcoin_hold_report
    • Removedcrypto_js_spot
    • Removedcurrency_boc_safe
    • Removedcurrency_boc_sina
    • Removedcurrency_convert
    • Removedcurrency_currencies
    • Removedcurrency_history
    • Removedcurrency_latest
    • Removedcurrency_pair_map
    • Removedcurrency_time_series
    • Removeddrewry_wci_index
    • Removedenergy_carbon_bj
    • Removedenergy_carbon_domestic
    • Removedenergy_carbon_eu
    • Removedenergy_carbon_gz
    • Removedenergy_carbon_hb
    • Removedenergy_carbon_sz
    • Removedenergy_oil_detail
    • Removedenergy_oil_hist
    • Removedforbes_rank
    • Removedforex_hist_em
    • Removedforex_spot_em
    • Removedfred_md
    • Removedfred_qd
    • Removedfund_announcement_dividend_em
    • Removedfund_announcement_personnel_em
    • Removedfund_announcement_report_em
    • Removedfund_aum_em
    • Removedfund_aum_hist_em
    • Removedfund_aum_trend_em
    • Removedfund_balance_position_lg
    • Removedfund_cf_em
    • Removedfund_etf_category_sina
    • Removedfund_etf_category_ths
    • Removedfund_etf_dividend_sina
    • Removedfund_etf_fund_daily_em
    • Removedfund_etf_fund_info_em
    • Removedfund_etf_hist_em
    • Removedfund_etf_hist_min_em
    • Removedfund_etf_hist_sina
    • Removedfund_etf_scale_sse
    • Removedfund_etf_scale_szse
    • Removedfund_etf_spot_em
    • Removedfund_etf_spot_ths
    • Removedfund_exchange_rank_em
    • Removedfund_fee_em
    • Removedfund_fh_em
    • Removedfund_fh_rank_em
    • Removedfund_financial_fund_daily_em
    • Removedfund_financial_fund_info_em
    • Removedfund_graded_fund_daily_em
    • Removedfund_graded_fund_info_em
    • Removedfund_hk_fund_hist_em
    • Removedfund_hk_rank_em
    • Removedfund_hold_structure_em
    • Removedfund_individual_achievement_xq
    • Removedfund_individual_analysis_xq
    • Removedfund_individual_basic_info_xq
    • Removedfund_individual_detail_hold_xq
    • Removedfund_individual_detail_info_xq
    • Removedfund_individual_profit_probability_xq
    • Removedfund_info_index_em
    • Removedfund_info_ths
    • Removedfund_lcx_rank_em
    • Removedfund_linghuo_position_lg
    • Removedfund_lof_hist_em
    • Removedfund_lof_hist_min_em
    • Removedfund_lof_spot_em
    • Removedfund_manager_em
    • Removedfund_money_fund_daily_em
    • Removedfund_money_fund_info_em
    • Removedfund_money_rank_em
    • Removedfund_name_em
    • Removedfund_new_found_em
    • Removedfund_new_found_ths
    • Removedfund_open_fund_daily_em
    • Removedfund_open_fund_info_em
    • Removedfund_open_fund_rank_em
    • Removedfund_overview_em
    • Removedfund_portfolio_bond_hold_em
    • Removedfund_portfolio_change_em
    • Removedfund_portfolio_hold_em
    • Removedfund_portfolio_industry_allocation_em
    • Removedfund_purchase_em
    • Removedfund_rating_all
    • Removedfund_rating_ja
    • Removedfund_rating_sh
    • Removedfund_rating_zs
    • Removedfund_report_asset_allocation_cninfo
    • Removedfund_report_industry_allocation_cninfo
    • Removedfund_report_stock_cninfo
    • Removedfund_scale_change_em
    • Removedfund_scale_close_sina
    • Removedfund_scale_daily_szse
    • Removedfund_scale_open_sina
    • Removedfund_scale_structured_sina
    • Removedfund_stock_position_lg
    • Removedfund_value_estimation_em
    • Removedfutures_comex_inventory
    • Removedfutures_comm_info
    • Removedfutures_comm_js
    • Removedfutures_contract_detail
    • Removedfutures_contract_detail_em
    • Removedfutures_contract_info_cffex
    • Removedfutures_contract_info_czce
    • Removedfutures_contract_info_dce
    • Removedfutures_contract_info_gfex
    • Removedfutures_contract_info_ine
    • Removedfutures_contract_info_shfe
    • Removedfutures_dce_position_rank
    • Removedfutures_dce_position_rank_other
    • Removedfutures_delivery_czce
    • Removedfutures_delivery_dce
    • Removedfutures_delivery_match_czce
    • Removedfutures_delivery_match_dce
    • Removedfutures_delivery_shfe
    • Removedfutures_display_main_sina
    • Removedfutures_fees_info
    • Removedfutures_foreign_commodity_realtime
    • Removedfutures_foreign_commodity_subscribe_exchange_symbol
    • Removedfutures_foreign_detail
    • Removedfutures_foreign_hist
    • Removedfutures_gfex_position_rank
    • Removedfutures_gfex_warehouse_receipt
    • Removedfutures_global_hist_em
    • Removedfutures_global_spot_em
    • Removedfutures_hist_daily_cffex
    • Removedfutures_hist_em
    • Removedfutures_hist_table_em
    • Removedfutures_hog_core
    • Removedfutures_hog_cost
    • Removedfutures_hog_supply
    • Removedfutures_hold_pos_sina
    • Removedfutures_hq_subscribe_exchange_symbol
    • Removedfutures_index_ccidx
    • Removedfutures_inventory_99
    • Removedfutures_inventory_em
    • Removedfutures_main_sina
    • Removedfutures_news_shmet
    • Removedfutures_rule
    • Removedfutures_settle
    • Removedfutures_settle_cffex
    • Removedfutures_settle_czce
    • Removedfutures_settle_gfex
    • Removedfutures_settle_ine
    • Removedfutures_settle_shfe
    • Removedfutures_settlement_price_sgx
    • Removedfutures_shfe_warehouse_receipt
    • Removedfutures_spot_price
    • Removedfutures_spot_price_daily
    • Removedfutures_spot_price_previous
    • Removedfutures_spot_stock
    • Removedfutures_spot_sys
    • Removedfutures_stock_shfe_js
    • Removedfutures_symbol_mark
    • Removedfutures_to_spot_czce
    • Removedfutures_to_spot_dce
    • Removedfutures_to_spot_shfe
    • Removedfutures_warehouse_receipt_czce
    • Removedfutures_warehouse_receipt_dce
    • Removedfutures_zh_daily_sina
    • Removedfutures_zh_minute_sina
    • Removedfutures_zh_realtime
    • Removedfutures_zh_spot
    • Removedfx_c_swap_cm
    • Removedfx_pair_quote
    • Removedfx_quote_baidu
    • Removedfx_spot_quote
    • Removedfx_swap_quote
    • Removedgame_hot_rank_taptap
    • Removedget_cffex_daily
    • Removedget_cffex_rank_table
    • Removedget_czce_daily
    • Removedget_dce_daily
    • Removedget_dce_rank_table
    • Removedget_futures_daily
    • Removedget_gfex_daily
    • Removedget_ine_daily
    • Removedget_qhkc_fund_bs
    • Removedget_qhkc_fund_money_change
    • Removedget_qhkc_fund_position
    • Removedget_qhkc_index
    • Removedget_qhkc_index_profit_loss
    • Removedget_qhkc_index_trend
    • Removedget_rank_sum
    • Removedget_rank_sum_daily
    • Removedget_rank_table_czce
    • Removedget_receipt
    • Removedget_roll_yield
    • Removedget_roll_yield_bar
    • Removedget_shfe_daily
    • Removedget_shfe_rank_table
    • Removedget_token
    • Removedget_us_stock_name
    • Removedhf_sp_500
    • Removedhurun_rank
    • Removedindex_ai_cx
    • Removedindex_all_cni
    • Removedindex_analysis_daily_sw
    • Removedindex_analysis_monthly_sw
    • Removedindex_analysis_week_month_sw
    • Removedindex_analysis_weekly_sw
    • Removedindex_awpr_cx
    • Removedindex_bei_cx
    • Removedindex_bi_cx
    • Removedindex_bloomberg_billionaires
    • Removedindex_bloomberg_billionaires_hist
    • Removedindex_cci_cx
    • Removedindex_ci_cx
    • Removedindex_code_id_map_em
    • Removedindex_component_sw
    • Removedindex_csindex_all
    • Removedindex_dei_cx
    • Removedindex_detail_cni
    • Removedindex_detail_hist_adjust_cni
    • Removedindex_detail_hist_cni
    • Removedindex_eri
    • Removedindex_fi_cx
    • Removedindex_global_hist_em
    • Removedindex_global_hist_sina
    • Removedindex_global_name_table
    • Removedindex_global_spot_em
    • Removedindex_hist_cni
    • Removedindex_hist_fund_sw
    • Removedindex_hist_sw
    • Removedindex_hog_spot_price
    • Removedindex_ii_cx
    • Removedindex_inner_quote_sugar_msweet
    • Removedindex_kq_fashion
    • Removedindex_kq_fz
    • Removedindex_li_cx
    • Removedindex_min_sw
    • Removedindex_neaw_cx
    • Removedindex_neei_cx
    • Removedindex_nei_cx
    • Removedindex_news_sentiment_scope
    • Removedindex_option_1000index_min_qvix
    • Removedindex_option_1000index_qvix
    • Removedindex_option_100etf_min_qvix
    • Removedindex_option_100etf_qvix
    • Removedindex_option_300etf_min_qvix
    • Removedindex_option_300etf_qvix
    • Removedindex_option_300index_min_qvix
    • Removedindex_option_300index_qvix
    • Removedindex_option_500etf_min_qvix
    • Removedindex_option_500etf_qvix
    • Removedindex_option_50etf_min_qvix
    • Removedindex_option_50etf_qvix
    • Removedindex_option_50index_min_qvix
    • Removedindex_option_50index_qvix
    • Removedindex_option_cyb_min_qvix
    • Removedindex_option_cyb_qvix
    • Removedindex_option_kcb_min_qvix
    • Removedindex_option_kcb_qvix
    • Removedindex_outer_quote_sugar_msweet
    • Removedindex_pmi_com_cx
    • Removedindex_pmi_man_cx
    • Removedindex_pmi_ser_cx
    • Removedindex_price_cflp
    • Removedindex_qli_cx
    • Removedindex_realtime_fund_sw
    • Removedindex_realtime_sw
    • Removedindex_si_cx
    • Removedindex_stock_cons
    • Removedindex_stock_cons_csindex
    • Removedindex_stock_cons_sina
    • Removedindex_stock_cons_weight_csindex
    • Removedindex_stock_info
    • Removedindex_sugar_msweet
    • Removedindex_ti_cx
    • Removedindex_us_stock_sina
    • Removedindex_volume_cflp
    • Removedindex_yw
    • Removedindex_zh_a_hist
    • Removedindex_zh_a_hist_min_em
    • Removedinterface_info
    • Removedlist_categories
    • Removedmacro_australia_bank_rate
    • Removedmacro_australia_cpi_quarterly
    • Removedmacro_australia_cpi_yearly
    • Removedmacro_australia_ppi_quarterly
    • Removedmacro_australia_retail_rate_monthly
    • Removedmacro_australia_trade
    • Removedmacro_australia_unemployment_rate
    • Removedmacro_bank_australia_interest_rate
    • Removedmacro_bank_brazil_interest_rate
    • Removedmacro_bank_china_interest_rate
    • Removedmacro_bank_english_interest_rate
    • Removedmacro_bank_euro_interest_rate
    • Removedmacro_bank_india_interest_rate
    • Removedmacro_bank_japan_interest_rate
    • Removedmacro_bank_newzealand_interest_rate
    • Removedmacro_bank_russia_interest_rate
    • Removedmacro_bank_switzerland_interest_rate
    • Removedmacro_bank_usa_interest_rate
    • Removedmacro_canada_bank_rate
    • Removedmacro_canada_core_cpi_monthly
    • Removedmacro_canada_core_cpi_yearly
    • Removedmacro_canada_cpi_monthly
    • Removedmacro_canada_cpi_yearly
    • Removedmacro_canada_gdp_monthly
    • Removedmacro_canada_new_house_rate
    • Removedmacro_canada_retail_rate_monthly
    • Removedmacro_canada_trade
    • Removedmacro_canada_unemployment_rate
    • Removedmacro_china_agricultural_index
    • Removedmacro_china_agricultural_product
    • Removedmacro_china_au_report
    • Removedmacro_china_bank_financing
    • Removedmacro_china_bdti_index
    • Removedmacro_china_bond_public
    • Removedmacro_china_bsi_index
    • Removedmacro_china_central_bank_balance
    • Removedmacro_china_commodity_price_index
    • Removedmacro_china_construction_index
    • Removedmacro_china_construction_price_index
    • Removedmacro_china_consumer_goods_retail
    • Removedmacro_china_cpi
    • Removedmacro_china_cpi_monthly
    • Removedmacro_china_cpi_yearly
    • Removedmacro_china_cx_pmi_yearly
    • Removedmacro_china_cx_services_pmi_yearly
    • Removedmacro_china_czsr
    • Removedmacro_china_daily_energy
    • Removedmacro_china_energy_index
    • Removedmacro_china_enterprise_boom_index
    • Removedmacro_china_exports_yoy
    • Removedmacro_china_fdi
    • Removedmacro_china_foreign_exchange_gold
    • Removedmacro_china_freight_index
    • Removedmacro_china_fx_gold
    • Removedmacro_china_fx_reserves_yearly
    • Removedmacro_china_gdp
    • Removedmacro_china_gdp_yearly
    • Removedmacro_china_gdzctz
    • Removedmacro_china_gyzjz
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    • Removedstock_rank_cxd_ths
    • Removedstock_rank_cxfl_ths
    • Removedstock_rank_cxg_ths
    • Removedstock_rank_cxsl_ths
    • Removedstock_rank_forecast_cninfo
    • Removedstock_rank_ljqd_ths
    • Removedstock_rank_ljqs_ths
    • Removedstock_rank_lxsz_ths
    • Removedstock_rank_lxxd_ths
    • Removedstock_rank_xstp_ths
    • Removedstock_rank_xxtp_ths
    • Removedstock_rank_xzjp_ths
    • Removedstock_register_all_em
    • Removedstock_register_bj
    • Removedstock_register_cyb
    • Removedstock_register_db
    • Removedstock_register_kcb
    • Removedstock_register_sh
    • Removedstock_register_sz
    • Removedstock_report_disclosure
    • Removedstock_report_fund_hold
    • Removedstock_report_fund_hold_detail
    • Removedstock_repurchase_em
    • Removedstock_research_report_em
    • Removedstock_restricted_release_detail_em
    • Removedstock_restricted_release_queue_em
    • Removedstock_restricted_release_queue_sina
    • Removedstock_restricted_release_stockholder_em
    • Removedstock_restricted_release_summary_em
    • Removedstock_sector_detail
    • Removedstock_sector_fund_flow_hist
    • Removedstock_sector_fund_flow_rank
    • Removedstock_sector_fund_flow_summary
    • Removedstock_sector_spot
    • Removedstock_sgt_reference_exchange_rate_sse
    • Removedstock_sgt_reference_exchange_rate_szse
    • Removedstock_sgt_settlement_exchange_rate_sse
    • Removedstock_sgt_settlement_exchange_rate_szse
    • Removedstock_sh_a_spot_em
    • Removedstock_share_change_cninfo
    • Removedstock_share_hold_change_bse
    • Removedstock_share_hold_change_sse
    • Removedstock_share_hold_change_szse
    • Removedstock_shareholder_change_ths
    • Removedstock_sns_sseinfo
    • Removedstock_sse_deal_daily
    • Removedstock_sse_summary
    • Removedstock_staq_net_stop
    • Removedstock_sy_em
    • Removedstock_sy_hy_em
    • Removedstock_sy_jz_em
    • Removedstock_sy_profile_em
    • Removedstock_sy_yq_em
    • Removedstock_sz_a_spot_em
    • Removedstock_szse_area_summary
    • Removedstock_szse_sector_summary
    • Removedstock_szse_summary
    • Removedstock_tfp_em
    • Removedstock_us_daily
    • Removedstock_us_famous_spot_em
    • Removedstock_us_hist
    • Removedstock_us_hist_min_em
    • Removedstock_us_pink_spot_em
    • Removedstock_us_spot
    • Removedstock_us_spot_em
    • Removedstock_us_valuation_baidu
    • Removedstock_value_em
    • Removedstock_xgsglb_em
    • Removedstock_xgsr_ths
    • Removedstock_xjll_em
    • Removedstock_yjbb_em
    • Removedstock_yjkb_em
    • Removedstock_yjyg_em
    • Removedstock_yysj_em
    • Removedstock_yzxdr_em
    • Removedstock_zcfz_bj_em
    • Removedstock_zcfz_em
    • Removedstock_zdhtmx_em
    • Removedstock_zh_a_cdr_daily
    • Removedstock_zh_a_daily
    • Removedstock_zh_a_disclosure_relation_cninfo
    • Removedstock_zh_a_disclosure_report_cninfo
    • Removedstock_zh_a_gbjg_em
    • Removedstock_zh_a_gdhs
    • Removedstock_zh_a_gdhs_detail_em
    • Removedstock_zh_a_hist
    • Removedstock_zh_a_hist_min_em
    • Removedstock_zh_a_hist_pre_min_em
    • Removedstock_zh_a_hist_tx
    • Removedstock_zh_a_minute
    • Removedstock_zh_a_new
    • Removedstock_zh_a_new_em
    • Removedstock_zh_a_spot
    • Removedstock_zh_a_spot_em
    • Removedstock_zh_a_spot_tx
    • Removedstock_zh_a_st_em
    • Removedstock_zh_a_stop_em
    • Removedstock_zh_a_tick_tx_js
    • Removedstock_zh_ab_comparison_em
    • Removedstock_zh_ah_daily
    • Removedstock_zh_ah_name
    • Removedstock_zh_ah_spot
    • Removedstock_zh_ah_spot_em
    • Removedstock_zh_b_daily
    • Removedstock_zh_b_minute
    • Removedstock_zh_b_spot
    • Removedstock_zh_b_spot_em
    • Removedstock_zh_dupont_comparison_em
    • Removedstock_zh_growth_comparison_em
    • Removedstock_zh_index_daily
    • Removedstock_zh_index_daily_em
    • Removedstock_zh_index_daily_tx
    • Removedstock_zh_index_hist_csindex
    • Removedstock_zh_index_spot_em
    • Removedstock_zh_index_spot_sina
    • Removedstock_zh_index_value_csindex
    • Removedstock_zh_kcb_daily
    • Removedstock_zh_kcb_report_em
    • Removedstock_zh_kcb_spot
    • Removedstock_zh_scale_comparison_em
    • Removedstock_zh_valuation_baidu
    • Removedstock_zh_valuation_comparison_em
    • Removedstock_zh_vote_baidu
    • Removedstock_zt_pool_dtgc_em
    • Removedstock_zt_pool_em
    • Removedstock_zt_pool_previous_em
    • Removedstock_zt_pool_strong_em
    • Removedstock_zt_pool_sub_new_em
    • Removedstock_zt_pool_zbgc_em
    • Removedstock_zygc_em
    • Removedstock_zyjs_ths
    • Removedsunrise_daily
    • Removedsunrise_monthly
    • Removedsw_index_first_info
    • Removedsw_index_second_info
    • Removedsw_index_third_cons
    • Removedsw_index_third_info
    • Removedtool_trade_date_hist_sina
    • Removedvideo_tv
    • Removedvideo_variety_show
    • Removedvolatility_yz_rv
    • Removedxincaifu_rank
  2. 4 tool updatesv0.1.4
    • Changedfutures_shfe_warehouse_receipt1 field changed
      • changedInput schema / properties / date / default
        Previous value: -"20200702"New value: +"20260924"
    • Addedinterface_info
    • Addedlist_categories
    • Addedsearch
  3. 1093 tool updatesv0.1.2
    • First observedair_city_table
    • First observedair_quality_hebei
    • First observedair_quality_hist
    • First observedair_quality_rank
    • First observedair_quality_watch_point
    • First observedamac_aoin_info
    • First observedamac_fund_abs
    • First observedamac_fund_account_info
    • First observedamac_fund_info
    • First observedamac_fund_sub_info
    • First observedamac_futures_info
    • First observedamac_manager_cancelled_info
    • First observedamac_manager_classify_info
    • First observedamac_manager_info
    • First observedamac_member_info
    • First observedamac_member_sub_info
    • First observedamac_person_bond_org_list
    • First observedamac_person_fund_org_list
    • First observedamac_securities_info
    • First observedarticle_epu_index
    • First observedarticle_ff_crr
    • First observedarticle_oman_rv
    • First observedarticle_oman_rv_short
    • First observedarticle_rlab_rv
    • First observedbank_fjcf_table_detail
    • First observedbond_available_index_cbond
    • First observedbond_buy_back_hist_em
    • First observedbond_cash_summary_sse
    • First observedbond_cb_adj_logs_jsl
    • First observedbond_cb_index_jsl
    • First observedbond_cb_jsl
    • First observedbond_cb_profile_sina
    • First observedbond_cb_redeem_jsl
    • First observedbond_cb_summary_sina
    • First observedbond_china_close_return
    • First observedbond_china_close_return_map
    • First observedbond_china_yield
    • First observedbond_composite_index_cbond
    • First observedbond_corporate_issue_cninfo
    • First observedbond_cov_comparison
    • First observedbond_cov_issue_cninfo
    • First observedbond_cov_stock_issue_cninfo
    • First observedbond_deal_summary_sse
    • First observedbond_debt_nafmii
    • First observedbond_gb_us_sina
    • First observedbond_gb_zh_sina
    • First observedbond_index_general_cbond
    • First observedbond_info_cm
    • First observedbond_info_cm_query
    • First observedbond_info_detail_cm
    • First observedbond_local_government_issue_cninfo
    • First observedbond_new_composite_index_cbond
    • First observedbond_sh_buy_back_em
    • First observedbond_spot_deal
    • First observedbond_spot_quote
    • First observedbond_sz_buy_back_em
    • First observedbond_treasure_issue_cninfo
    • First observedbond_treasury_index_cbond
    • First observedbond_zh_cov
    • First observedbond_zh_cov_info
    • First observedbond_zh_cov_info_ths
    • First observedbond_zh_cov_value_analysis
    • First observedbond_zh_hs_cov_daily
    • First observedbond_zh_hs_cov_min
    • First observedbond_zh_hs_cov_pre_min
    • First observedbond_zh_hs_cov_spot
    • First observedbond_zh_hs_daily
    • First observedbond_zh_hs_spot
    • First observedbond_zh_us_rate
    • First observedbusiness_value_artist
    • First observedcar_market_cate_cpca
    • First observedcar_market_country_cpca
    • First observedcar_market_fuel_cpca
    • First observedcar_market_man_rank_cpca
    • First observedcar_market_segment_cpca
    • First observedcar_market_total_cpca
    • First observedcar_sale_rank_gasgoo
    • First observedcrypto_bitcoin_cme
    • First observedcrypto_bitcoin_hold_report
    • First observedcrypto_js_spot
    • First observedcurrency_boc_safe
    • First observedcurrency_boc_sina
    • First observedcurrency_convert
    • First observedcurrency_currencies
    • First observedcurrency_history
    • First observedcurrency_latest
    • First observedcurrency_pair_map
    • First observedcurrency_time_series
    • First observeddrewry_wci_index
    • First observedenergy_carbon_bj
    • First observedenergy_carbon_domestic
    • First observedenergy_carbon_eu
    • First observedenergy_carbon_gz
    • First observedenergy_carbon_hb
    • First observedenergy_carbon_sz
    • First observedenergy_oil_detail
    • First observedenergy_oil_hist
    • First observedforbes_rank
    • First observedforex_hist_em
    • First observedforex_spot_em
    • First observedfred_md
    • First observedfred_qd
    • First observedfund_announcement_dividend_em
    • First observedfund_announcement_personnel_em
    • First observedfund_announcement_report_em
    • First observedfund_aum_em
    • First observedfund_aum_hist_em
    • First observedfund_aum_trend_em
    • First observedfund_balance_position_lg
    • First observedfund_cf_em
    • First observedfund_etf_category_sina
    • First observedfund_etf_category_ths
    • First observedfund_etf_dividend_sina
    • First observedfund_etf_fund_daily_em
    • First observedfund_etf_fund_info_em
    • First observedfund_etf_hist_em
    • First observedfund_etf_hist_min_em
    • First observedfund_etf_hist_sina
    • First observedfund_etf_scale_sse
    • First observedfund_etf_scale_szse
    • First observedfund_etf_spot_em
    • First observedfund_etf_spot_ths
    • First observedfund_exchange_rank_em
    • First observedfund_fee_em
    • First observedfund_fh_em
    • First observedfund_fh_rank_em
    • First observedfund_financial_fund_daily_em
    • First observedfund_financial_fund_info_em
    • First observedfund_graded_fund_daily_em
    • First observedfund_graded_fund_info_em
    • First observedfund_hk_fund_hist_em
    • First observedfund_hk_rank_em
    • First observedfund_hold_structure_em
    • First observedfund_individual_achievement_xq
    • First observedfund_individual_analysis_xq
    • First observedfund_individual_basic_info_xq
    • First observedfund_individual_detail_hold_xq
    • First observedfund_individual_detail_info_xq
    • First observedfund_individual_profit_probability_xq
    • First observedfund_info_index_em
    • First observedfund_info_ths
    • First observedfund_lcx_rank_em
    • First observedfund_linghuo_position_lg
    • First observedfund_lof_hist_em
    • First observedfund_lof_hist_min_em
    • First observedfund_lof_spot_em
    • First observedfund_manager_em
    • First observedfund_money_fund_daily_em
    • First observedfund_money_fund_info_em
    • First observedfund_money_rank_em
    • First observedfund_name_em
    • First observedfund_new_found_em
    • First observedfund_new_found_ths
    • First observedfund_open_fund_daily_em
    • First observedfund_open_fund_info_em
    • First observedfund_open_fund_rank_em
    • First observedfund_overview_em
    • First observedfund_portfolio_bond_hold_em
    • First observedfund_portfolio_change_em
    • First observedfund_portfolio_hold_em
    • First observedfund_portfolio_industry_allocation_em
    • First observedfund_purchase_em
    • First observedfund_rating_all
    • First observedfund_rating_ja
    • First observedfund_rating_sh
    • First observedfund_rating_zs
    • First observedfund_report_asset_allocation_cninfo
    • First observedfund_report_industry_allocation_cninfo
    • First observedfund_report_stock_cninfo
    • First observedfund_scale_change_em
    • First observedfund_scale_close_sina
    • First observedfund_scale_daily_szse
    • First observedfund_scale_open_sina
    • First observedfund_scale_structured_sina
    • First observedfund_stock_position_lg
    • First observedfund_value_estimation_em
    • First observedfutures_comex_inventory
    • First observedfutures_comm_info
    • First observedfutures_comm_js
    • First observedfutures_contract_detail
    • First observedfutures_contract_detail_em
    • First observedfutures_contract_info_cffex
    • First observedfutures_contract_info_czce
    • First observedfutures_contract_info_dce
    • First observedfutures_contract_info_gfex
    • First observedfutures_contract_info_ine
    • First observedfutures_contract_info_shfe
    • First observedfutures_dce_position_rank
    • First observedfutures_dce_position_rank_other
    • First observedfutures_delivery_czce
    • First observedfutures_delivery_dce
    • First observedfutures_delivery_match_czce
    • First observedfutures_delivery_match_dce
    • First observedfutures_delivery_shfe
    • First observedfutures_display_main_sina
    • First observedfutures_fees_info
    • First observedfutures_foreign_commodity_realtime
    • First observedfutures_foreign_commodity_subscribe_exchange_symbol
    • First observedfutures_foreign_detail
    • First observedfutures_foreign_hist
    • First observedfutures_gfex_position_rank
    • First observedfutures_gfex_warehouse_receipt
    • First observedfutures_global_hist_em
    • First observedfutures_global_spot_em
    • First observedfutures_hist_daily_cffex
    • First observedfutures_hist_em
    • First observedfutures_hist_table_em
    • First observedfutures_hog_core
    • First observedfutures_hog_cost
    • First observedfutures_hog_supply
    • First observedfutures_hold_pos_sina
    • First observedfutures_hq_subscribe_exchange_symbol
    • First observedfutures_index_ccidx
    • First observedfutures_inventory_99
    • First observedfutures_inventory_em
    • First observedfutures_main_sina
    • First observedfutures_news_shmet
    • First observedfutures_rule
    • First observedfutures_settle
    • First observedfutures_settle_cffex
    • First observedfutures_settle_czce
    • First observedfutures_settle_gfex
    • First observedfutures_settle_ine
    • First observedfutures_settle_shfe
    • First observedfutures_settlement_price_sgx
    • First observedfutures_shfe_warehouse_receipt
    • First observedfutures_spot_price
    • First observedfutures_spot_price_daily
    • First observedfutures_spot_price_previous
    • First observedfutures_spot_stock
    • First observedfutures_spot_sys
    • First observedfutures_stock_shfe_js
    • First observedfutures_symbol_mark
    • First observedfutures_to_spot_czce
    • First observedfutures_to_spot_dce
    • First observedfutures_to_spot_shfe
    • First observedfutures_warehouse_receipt_czce
    • First observedfutures_warehouse_receipt_dce
    • First observedfutures_zh_daily_sina
    • First observedfutures_zh_minute_sina
    • First observedfutures_zh_realtime
    • First observedfutures_zh_spot
    • First observedfx_c_swap_cm
    • First observedfx_pair_quote
    • First observedfx_quote_baidu
    • First observedfx_spot_quote
    • First observedfx_swap_quote
    • First observedgame_hot_rank_taptap
    • First observedget_cffex_daily
    • First observedget_cffex_rank_table
    • First observedget_czce_daily
    • First observedget_dce_daily
    • First observedget_dce_rank_table
    • First observedget_futures_daily
    • First observedget_gfex_daily
    • First observedget_ine_daily
    • First observedget_qhkc_fund_bs
    • First observedget_qhkc_fund_money_change
    • First observedget_qhkc_fund_position
    • First observedget_qhkc_index
    • First observedget_qhkc_index_profit_loss
    • First observedget_qhkc_index_trend
    • First observedget_rank_sum
    • First observedget_rank_sum_daily
    • First observedget_rank_table_czce
    • First observedget_receipt
    • First observedget_roll_yield
    • First observedget_roll_yield_bar
    • First observedget_shfe_daily
    • First observedget_shfe_rank_table
    • First observedget_token
    • First observedget_us_stock_name
    • First observedhf_sp_500
    • First observedhurun_rank
    • First observedindex_ai_cx
    • First observedindex_all_cni
    • First observedindex_analysis_daily_sw
    • First observedindex_analysis_monthly_sw
    • First observedindex_analysis_week_month_sw
    • First observedindex_analysis_weekly_sw
    • First observedindex_awpr_cx
    • First observedindex_bei_cx
    • First observedindex_bi_cx
    • First observedindex_bloomberg_billionaires
    • First observedindex_bloomberg_billionaires_hist
    • First observedindex_cci_cx
    • First observedindex_ci_cx
    • First observedindex_code_id_map_em
    • First observedindex_component_sw
    • First observedindex_csindex_all
    • First observedindex_dei_cx
    • First observedindex_detail_cni
    • First observedindex_detail_hist_adjust_cni
    • First observedindex_detail_hist_cni
    • First observedindex_eri
    • First observedindex_fi_cx
    • First observedindex_global_hist_em
    • First observedindex_global_hist_sina
    • First observedindex_global_name_table
    • First observedindex_global_spot_em
    • First observedindex_hist_cni
    • First observedindex_hist_fund_sw
    • First observedindex_hist_sw
    • First observedindex_hog_spot_price
    • First observedindex_ii_cx
    • First observedindex_inner_quote_sugar_msweet
    • First observedindex_kq_fashion
    • First observedindex_kq_fz
    • First observedindex_li_cx
    • First observedindex_min_sw
    • First observedindex_neaw_cx
    • First observedindex_neei_cx
    • First observedindex_nei_cx
    • First observedindex_news_sentiment_scope
    • First observedindex_option_1000index_min_qvix
    • First observedindex_option_1000index_qvix
    • First observedindex_option_100etf_min_qvix
    • First observedindex_option_100etf_qvix
    • First observedindex_option_300etf_min_qvix
    • First observedindex_option_300etf_qvix
    • First observedindex_option_300index_min_qvix
    • First observedindex_option_300index_qvix
    • First observedindex_option_500etf_min_qvix
    • First observedindex_option_500etf_qvix
    • First observedindex_option_50etf_min_qvix
    • First observedindex_option_50etf_qvix
    • First observedindex_option_50index_min_qvix
    • First observedindex_option_50index_qvix
    • First observedindex_option_cyb_min_qvix
    • First observedindex_option_cyb_qvix
    • First observedindex_option_kcb_min_qvix
    • First observedindex_option_kcb_qvix
    • First observedindex_outer_quote_sugar_msweet
    • First observedindex_pmi_com_cx
    • First observedindex_pmi_man_cx
    • First observedindex_pmi_ser_cx
    • First observedindex_price_cflp
    • First observedindex_qli_cx
    • First observedindex_realtime_fund_sw
    • First observedindex_realtime_sw
    • First observedindex_si_cx
    • First observedindex_stock_cons
    • First observedindex_stock_cons_csindex
    • First observedindex_stock_cons_sina
    • First observedindex_stock_cons_weight_csindex
    • First observedindex_stock_info
    • First observedindex_sugar_msweet
    • First observedindex_ti_cx
    • First observedindex_us_stock_sina
    • First observedindex_volume_cflp
    • First observedindex_yw
    • First observedindex_zh_a_hist
    • First observedindex_zh_a_hist_min_em
    • First observedmacro_australia_bank_rate
    • First observedmacro_australia_cpi_quarterly
    • First observedmacro_australia_cpi_yearly
    • First observedmacro_australia_ppi_quarterly
    • First observedmacro_australia_retail_rate_monthly
    • First observedmacro_australia_trade
    • First observedmacro_australia_unemployment_rate
    • First observedmacro_bank_australia_interest_rate
    • First observedmacro_bank_brazil_interest_rate
    • First observedmacro_bank_china_interest_rate
    • First observedmacro_bank_english_interest_rate
    • First observedmacro_bank_euro_interest_rate
    • First observedmacro_bank_india_interest_rate
    • First observedmacro_bank_japan_interest_rate
    • First observedmacro_bank_newzealand_interest_rate
    • First observedmacro_bank_russia_interest_rate
    • First observedmacro_bank_switzerland_interest_rate
    • First observedmacro_bank_usa_interest_rate
    • First observedmacro_canada_bank_rate
    • First observedmacro_canada_core_cpi_monthly
    • First observedmacro_canada_core_cpi_yearly
    • First observedmacro_canada_cpi_monthly
    • First observedmacro_canada_cpi_yearly
    • First observedmacro_canada_gdp_monthly
    • First observedmacro_canada_new_house_rate
    • First observedmacro_canada_retail_rate_monthly
    • First observedmacro_canada_trade
    • First observedmacro_canada_unemployment_rate
    • First observedmacro_china_agricultural_index
    • First observedmacro_china_agricultural_product
    • First observedmacro_china_au_report
    • First observedmacro_china_bank_financing
    • First observedmacro_china_bdti_index
    • First observedmacro_china_bond_public
    • First observedmacro_china_bsi_index
    • First observedmacro_china_central_bank_balance
    • First observedmacro_china_commodity_price_index
    • First observedmacro_china_construction_index
    • First observedmacro_china_construction_price_index
    • First observedmacro_china_consumer_goods_retail
    • First observedmacro_china_cpi
    • First observedmacro_china_cpi_monthly
    • First observedmacro_china_cpi_yearly
    • First observedmacro_china_cx_pmi_yearly
    • First observedmacro_china_cx_services_pmi_yearly
    • First observedmacro_china_czsr
    • First observedmacro_china_daily_energy
    • First observedmacro_china_energy_index
    • First observedmacro_china_enterprise_boom_index
    • First observedmacro_china_exports_yoy
    • First observedmacro_china_fdi
    • First observedmacro_china_foreign_exchange_gold
    • First observedmacro_china_freight_index
    • First observedmacro_china_fx_gold
    • First observedmacro_china_fx_reserves_yearly
    • First observedmacro_china_gdp
    • First observedmacro_china_gdp_yearly
    • First observedmacro_china_gdzctz
    • First observedmacro_china_gyzjz
    • First observedmacro_china_hgjck
    • First observedmacro_china_hk_building_amount
    • First observedmacro_china_hk_building_volume
    • First observedmacro_china_hk_cpi
    • First observedmacro_china_hk_cpi_ratio
    • First observedmacro_china_hk_gbp
    • First observedmacro_china_hk_gbp_ratio
    • First observedmacro_china_hk_market_info
    • First observedmacro_china_hk_ppi
    • First observedmacro_china_hk_rate_of_unemployment
    • First observedmacro_china_hk_trade_diff_ratio
    • First observedmacro_china_imports_yoy
    • First observedmacro_china_industrial_production_yoy
    • First observedmacro_china_insurance
    • First observedmacro_china_insurance_income
    • First observedmacro_china_international_tourism_fx
    • First observedmacro_china_lpi_index
    • First observedmacro_china_lpr
    • First observedmacro_china_m2_yearly
    • First observedmacro_china_market_margin_sh
    • First observedmacro_china_market_margin_sz
    • First observedmacro_china_mobile_number
    • First observedmacro_china_money_supply
    • First observedmacro_china_national_tax_receipts
    • First observedmacro_china_nbs_nation
    • First observedmacro_china_nbs_region
    • First observedmacro_china_new_financial_credit
    • First observedmacro_china_new_house_price
    • First observedmacro_china_non_man_pmi
    • First observedmacro_china_passenger_load_factor
    • First observedmacro_china_pmi
    • First observedmacro_china_pmi_yearly
    • First observedmacro_china_postal_telecommunicational
    • First observedmacro_china_ppi
    • First observedmacro_china_ppi_yearly
    • First observedmacro_china_qyspjg
    • First observedmacro_china_real_estate
    • First observedmacro_china_reserve_requirement_ratio
    • First observedmacro_china_retail_price_index
    • First observedmacro_china_rmb
    • First observedmacro_china_shibor_all
    • First observedmacro_china_shrzgm
    • First observedmacro_china_society_electricity
    • First observedmacro_china_society_traffic_volume
    • First observedmacro_china_stock_market_cap
    • First observedmacro_china_supply_of_money
    • First observedmacro_china_swap_rate
    • First observedmacro_china_trade_balance
    • First observedmacro_china_urban_unemployment
    • First observedmacro_china_vegetable_basket
    • First observedmacro_china_wbck
    • First observedmacro_china_whxd
    • First observedmacro_china_xfzxx
    • First observedmacro_china_yw_electronic_index
    • First observedmacro_cnbs
    • First observedmacro_cons_gold
    • First observedmacro_cons_opec_month
    • First observedmacro_cons_silver
    • First observedmacro_euro_cpi_mom
    • First observedmacro_euro_cpi_yoy
    • First observedmacro_euro_current_account_mom
    • First observedmacro_euro_employment_change_qoq
    • First observedmacro_euro_gdp_yoy
    • First observedmacro_euro_industrial_production_mom
    • First observedmacro_euro_lme_holding
    • First observedmacro_euro_lme_stock
    • First observedmacro_euro_manufacturing_pmi
    • First observedmacro_euro_ppi_mom
    • First observedmacro_euro_retail_sales_mom
    • First observedmacro_euro_sentix_investor_confidence
    • First observedmacro_euro_services_pmi
    • First observedmacro_euro_trade_balance
    • First observedmacro_euro_unemployment_rate_mom
    • First observedmacro_euro_zew_economic_sentiment
    • First observedmacro_fx_sentiment
    • First observedmacro_germany_cpi_monthly
    • First observedmacro_germany_cpi_yearly
    • First observedmacro_germany_gdp
    • First observedmacro_germany_ifo
    • First observedmacro_germany_retail_sale_monthly
    • First observedmacro_germany_retail_sale_yearly
    • First observedmacro_germany_trade_adjusted
    • First observedmacro_germany_zew
    • First observedmacro_global_sox_index
    • First observedmacro_info_ws
    • First observedmacro_japan_bank_rate
    • First observedmacro_japan_core_cpi_yearly
    • First observedmacro_japan_cpi_yearly
    • First observedmacro_japan_head_indicator
    • First observedmacro_japan_unemployment_rate
    • First observedmacro_rmb_deposit
    • First observedmacro_rmb_loan
    • First observedmacro_shipping_bci
    • First observedmacro_shipping_bcti
    • First observedmacro_shipping_bdi
    • First observedmacro_shipping_bpi
    • First observedmacro_stock_finance
    • First observedmacro_swiss_cpi_yearly
    • First observedmacro_swiss_gbd_bank_rate
    • First observedmacro_swiss_gbd_yearly
    • First observedmacro_swiss_gdp_quarterly
    • First observedmacro_swiss_svme
    • First observedmacro_swiss_trade
    • First observedmacro_uk_bank_rate
    • First observedmacro_uk_core_cpi_monthly
    • First observedmacro_uk_core_cpi_yearly
    • First observedmacro_uk_cpi_monthly
    • First observedmacro_uk_cpi_yearly
    • First observedmacro_uk_gdp_quarterly
    • First observedmacro_uk_gdp_yearly
    • First observedmacro_uk_halifax_monthly
    • First observedmacro_uk_halifax_yearly
    • First observedmacro_uk_retail_monthly
    • First observedmacro_uk_retail_yearly
    • First observedmacro_uk_rightmove_monthly
    • First observedmacro_uk_rightmove_yearly
    • First observedmacro_uk_trade
    • First observedmacro_uk_unemployment_rate
    • First observedmacro_usa_adp_employment
    • First observedmacro_usa_api_crude_stock
    • First observedmacro_usa_building_permits
    • First observedmacro_usa_business_inventories
    • First observedmacro_usa_cb_consumer_confidence
    • First observedmacro_usa_cftc_c_holding
    • First observedmacro_usa_cftc_merchant_currency_holding
    • First observedmacro_usa_cftc_merchant_goods_holding
    • First observedmacro_usa_cftc_nc_holding
    • First observedmacro_usa_cme_merchant_goods_holding
    • First observedmacro_usa_core_cpi_monthly
    • First observedmacro_usa_core_pce_price
    • First observedmacro_usa_core_ppi
    • First observedmacro_usa_cpi_monthly
    • First observedmacro_usa_cpi_yoy
    • First observedmacro_usa_crude_inner
    • First observedmacro_usa_current_account
    • First observedmacro_usa_durable_goods_orders
    • First observedmacro_usa_eia_crude_rate
    • First observedmacro_usa_exist_home_sales
    • First observedmacro_usa_export_price
    • First observedmacro_usa_factory_orders
    • First observedmacro_usa_gdp_monthly
    • First observedmacro_usa_house_price_index
    • First observedmacro_usa_house_starts
    • First observedmacro_usa_import_price
    • First observedmacro_usa_industrial_production
    • First observedmacro_usa_initial_jobless
    • First observedmacro_usa_ism_non_pmi
    • First observedmacro_usa_ism_pmi
    • First observedmacro_usa_job_cuts
    • First observedmacro_usa_lmci
    • First observedmacro_usa_michigan_consumer_sentiment
    • First observedmacro_usa_nahb_house_market_index
    • First observedmacro_usa_new_home_sales
    • First observedmacro_usa_nfib_small_business
    • First observedmacro_usa_non_farm
    • First observedmacro_usa_pending_home_sales
    • First observedmacro_usa_personal_spending
    • First observedmacro_usa_phs
    • First observedmacro_usa_pmi
    • First observedmacro_usa_ppi
    • First observedmacro_usa_real_consumer_spending
    • First observedmacro_usa_retail_sales
    • First observedmacro_usa_rig_count
    • First observedmacro_usa_services_pmi
    • First observedmacro_usa_spcs20
    • First observedmacro_usa_trade_balance
    • First observedmacro_usa_unemployment_rate
    • First observedmatch_main_contract
    • First observedmigration_area_baidu
    • First observedmigration_scale_baidu
    • First observedmovie_boxoffice_cinema_daily
    • First observedmovie_boxoffice_cinema_weekly
    • First observedmovie_boxoffice_daily
    • First observedmovie_boxoffice_monthly
    • First observedmovie_boxoffice_realtime
    • First observedmovie_boxoffice_weekly
    • First observedmovie_boxoffice_yearly
    • First observedmovie_boxoffice_yearly_first_week
    • First observednews_cctv
    • First observednews_economic_baidu
    • First observednews_report_time_baidu
    • First observednews_trade_notify_dividend_baidu
    • First observednews_trade_notify_suspend_baidu
    • First observednlp_answer
    • First observednlp_ownthink
    • First observedonline_value_artist
    • First observedoption_cffex_hs300_daily_sina
    • First observedoption_cffex_hs300_list_sina
    • First observedoption_cffex_hs300_spot_sina
    • First observedoption_cffex_sz50_daily_sina
    • First observedoption_cffex_sz50_list_sina
    • First observedoption_cffex_sz50_spot_sina
    • First observedoption_cffex_zz1000_daily_sina
    • First observedoption_cffex_zz1000_list_sina
    • First observedoption_cffex_zz1000_spot_sina
    • First observedoption_comm_info
    • First observedoption_comm_symbol
    • First observedoption_commodity_contract_sina
    • First observedoption_commodity_contract_table_sina
    • First observedoption_commodity_hist_sina
    • First observedoption_contract_info_ctp
    • First observedoption_current_day_sse
    • First observedoption_current_day_szse
    • First observedoption_current_em
    • First observedoption_daily_stats_sse
    • First observedoption_daily_stats_szse
    • First observedoption_finance_board
    • First observedoption_finance_minute_sina
    • First observedoption_finance_sse_underlying
    • First observedoption_hist_czce
    • First observedoption_hist_dce
    • First observedoption_hist_gfex
    • First observedoption_hist_shfe
    • First observedoption_hist_yearly_czce
    • First observedoption_lhb_em
    • First observedoption_margin
    • First observedoption_margin_symbol
    • First observedoption_minute_em
    • First observedoption_premium_analysis_em
    • First observedoption_risk_analysis_em
    • First observedoption_risk_indicator_sse
    • First observedoption_sse_codes_sina
    • First observedoption_sse_daily_sina
    • First observedoption_sse_expire_day_sina
    • First observedoption_sse_greeks_sina
    • First observedoption_sse_list_sina
    • First observedoption_sse_minute_sina
    • First observedoption_sse_spot_price_sina
    • First observedoption_sse_underlying_spot_price_sina
    • First observedoption_value_analysis_em
    • First observedoption_vol_gfex
    • First observedoption_vol_shfe
    • First observedpro_api
    • First observedqdii_a_index_jsl
    • First observedqdii_e_comm_jsl
    • First observedqdii_e_index_jsl
    • First observedqhkc_tool_foreign
    • First observedqhkc_tool_gdp
    • First observedrate_interbank
    • First observedreits_hist_em
    • First observedreits_hist_min_em
    • First observedreits_realtime_em
    • First observedrepo_rate_hist
    • First observedrepo_rate_query
    • First observedrv_from_futures_zh_minute_sina
    • First observedrv_from_stock_zh_a_hist_min_em
    • First observedset_token
    • First observedspot_corn_price_soozhu
    • First observedspot_golden_benchmark_sge
    • First observedspot_goods
    • First observedspot_hist_sge
    • First observedspot_hog_crossbred_soozhu
    • First observedspot_hog_lean_price_soozhu
    • First observedspot_hog_soozhu
    • First observedspot_hog_three_way_soozhu
    • First observedspot_hog_year_trend_soozhu
    • First observedspot_mixed_feed_soozhu
    • First observedspot_price_qh
    • First observedspot_price_table_qh
    • First observedspot_quotations_sge
    • First observedspot_silver_benchmark_sge
    • First observedspot_soybean_price_soozhu
    • First observedspot_symbol_table_sge
    • First observedstock_a_all_pb
    • First observedstock_a_below_net_asset_statistics
    • First observedstock_a_code_to_symbol
    • First observedstock_a_congestion_lg
    • First observedstock_a_gxl_lg
    • First observedstock_a_high_low_statistics
    • First observedstock_a_ttm_lyr
    • First observedstock_account_statistics_em
    • First observedstock_add_stock
    • First observedstock_allotment_cninfo
    • First observedstock_analyst_detail_em
    • First observedstock_analyst_rank_em
    • First observedstock_balance_sheet_by_report_delisted_em
    • First observedstock_balance_sheet_by_report_em
    • First observedstock_balance_sheet_by_yearly_em
    • First observedstock_bid_ask_em
    • First observedstock_bj_a_spot_em
    • First observedstock_board_change_em
    • First observedstock_board_concept_cons_em
    • First observedstock_board_concept_hist_em
    • First observedstock_board_concept_hist_min_em
    • First observedstock_board_concept_index_ths
    • First observedstock_board_concept_info_ths
    • First observedstock_board_concept_name_em
    • First observedstock_board_concept_name_ths
    • First observedstock_board_concept_spot_em
    • First observedstock_board_concept_summary_ths
    • First observedstock_board_industry_cons_em
    • First observedstock_board_industry_hist_em
    • First observedstock_board_industry_hist_min_em
    • First observedstock_board_industry_index_ths
    • First observedstock_board_industry_info_ths
    • First observedstock_board_industry_name_em
    • First observedstock_board_industry_name_ths
    • First observedstock_board_industry_spot_em
    • First observedstock_board_industry_summary_ths
    • First observedstock_buffett_index_lg
    • First observedstock_cash_flow_sheet_by_quarterly_em
    • First observedstock_cash_flow_sheet_by_report_delisted_em
    • First observedstock_cash_flow_sheet_by_report_em
    • First observedstock_cash_flow_sheet_by_yearly_em
    • First observedstock_cg_equity_mortgage_cninfo
    • First observedstock_cg_guarantee_cninfo
    • First observedstock_cg_lawsuit_cninfo
    • First observedstock_changes_em
    • First observedstock_circulate_stock_holder
    • First observedstock_classify_sina
    • First observedstock_comment_detail_scrd_desire_em
    • First observedstock_comment_detail_scrd_focus_em
    • First observedstock_comment_detail_zhpj_lspf_em
    • First observedstock_comment_detail_zlkp_jgcyd_em
    • First observedstock_comment_em
    • First observedstock_concept_cons_futu
    • First observedstock_concept_fund_flow_hist
    • First observedstock_cy_a_spot_em
    • First observedstock_cyq_em
    • First observedstock_dividend_cninfo
    • First observedstock_dxsyl_em
    • First observedstock_dzjy_hygtj
    • First observedstock_dzjy_hyyybtj
    • First observedstock_dzjy_mrmx
    • First observedstock_dzjy_mrtj
    • First observedstock_dzjy_sctj
    • First observedstock_dzjy_yybph
    • First observedstock_ebs_lg
    • First observedstock_esg_hz_sina
    • First observedstock_esg_msci_sina
    • First observedstock_esg_rate_sina
    • First observedstock_esg_rft_sina
    • First observedstock_esg_zd_sina
    • First observedstock_fhps_detail_em
    • First observedstock_fhps_detail_ths
    • First observedstock_fhps_em
    • First observedstock_financial_abstract
    • First observedstock_financial_abstract_new_ths
    • First observedstock_financial_abstract_ths
    • First observedstock_financial_analysis_indicator
    • First observedstock_financial_analysis_indicator_em
    • First observedstock_financial_benefit_new_ths
    • First observedstock_financial_benefit_ths
    • First observedstock_financial_cash_new_ths
    • First observedstock_financial_cash_ths
    • First observedstock_financial_debt_new_ths
    • First observedstock_financial_debt_ths
    • First observedstock_financial_hk_analysis_indicator_em
    • First observedstock_financial_hk_report_em
    • First observedstock_financial_report_sina
    • First observedstock_financial_us_analysis_indicator_em
    • First observedstock_financial_us_report_em
    • First observedstock_fund_flow_big_deal
    • First observedstock_fund_flow_concept
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    • First observedstock_fund_flow_industry
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    • First observedstock_gddh_em
    • First observedstock_gdfx_free_holding_analyse_em
    • First observedstock_gdfx_free_holding_change_em
    • First observedstock_gdfx_free_holding_detail_em
    • First observedstock_gdfx_free_holding_statistics_em
    • First observedstock_gdfx_free_holding_teamwork_em
    • First observedstock_gdfx_free_top_10_em
    • First observedstock_gdfx_holding_analyse_em
    • First observedstock_gdfx_holding_change_em
    • First observedstock_gdfx_holding_detail_em
    • First observedstock_gdfx_holding_statistics_em
    • First observedstock_gdfx_holding_teamwork_em
    • First observedstock_gdfx_top_10_em
    • First observedstock_ggcg_em
    • First observedstock_gpzy_distribute_statistics_bank_em
    • First observedstock_gpzy_distribute_statistics_company_em
    • First observedstock_gpzy_individual_pledge_ratio_detail_em
    • First observedstock_gpzy_industry_data_em
    • First observedstock_gpzy_pledge_ratio_detail_em
    • First observedstock_gpzy_pledge_ratio_em
    • First observedstock_gpzy_profile_em
    • First observedstock_gsrl_gsdt_em
    • First observedstock_history_dividend
    • First observedstock_history_dividend_detail
    • First observedstock_hk_company_profile_em
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    • First observedstock_hk_dividend_payout_em
    • First observedstock_hk_famous_spot_em
    • First observedstock_hk_fhpx_detail_ths
    • First observedstock_hk_financial_indicator_em
    • First observedstock_hk_ggt_components_em
    • First observedstock_hk_growth_comparison_em
    • First observedstock_hk_gxl_lg
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    • First observedstock_hk_hist_min_em
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    • First observedstock_hk_hot_rank_detail_realtime_em
    • First observedstock_hk_hot_rank_em
    • First observedstock_hk_hot_rank_latest_em
    • First observedstock_hk_index_daily_em
    • First observedstock_hk_index_daily_sina
    • First observedstock_hk_index_spot_em
    • First observedstock_hk_index_spot_sina
    • First observedstock_hk_indicator_eniu
    • First observedstock_hk_main_board_spot_em
    • First observedstock_hk_profit_forecast_et
    • First observedstock_hk_scale_comparison_em
    • First observedstock_hk_security_profile_em
    • First observedstock_hk_spot
    • First observedstock_hk_spot_em
    • First observedstock_hk_valuation_baidu
    • First observedstock_hk_valuation_comparison_em
    • First observedstock_hold_change_cninfo
    • First observedstock_hold_control_cninfo
    • First observedstock_hold_management_detail_cninfo
    • First observedstock_hold_management_detail_em
    • First observedstock_hold_management_person_em
    • First observedstock_hold_num_cninfo
    • First observedstock_hot_deal_xq
    • First observedstock_hot_follow_xq
    • First observedstock_hot_keyword_em
    • First observedstock_hot_rank_detail_em
    • First observedstock_hot_rank_detail_realtime_em
    • First observedstock_hot_rank_em
    • First observedstock_hot_rank_latest_em
    • First observedstock_hot_rank_relate_em
    • First observedstock_hot_search_baidu
    • First observedstock_hot_tweet_xq
    • First observedstock_hot_up_em
    • First observedstock_hsgt_board_rank_em
    • First observedstock_hsgt_fund_flow_summary_em
    • First observedstock_hsgt_fund_min_em
    • First observedstock_hsgt_hist_em
    • First observedstock_hsgt_hold_stock_em
    • First observedstock_hsgt_individual_detail_em
    • First observedstock_hsgt_individual_em
    • First observedstock_hsgt_institution_statistics_em
    • First observedstock_hsgt_sh_hk_spot_em
    • First observedstock_hsgt_stock_statistics_em
    • First observedstock_index_pb_lg
    • First observedstock_index_pe_lg
    • First observedstock_individual_basic_info_hk_xq
    • First observedstock_individual_basic_info_us_xq
    • First observedstock_individual_basic_info_xq
    • First observedstock_individual_fund_flow
    • First observedstock_individual_fund_flow_rank
    • First observedstock_individual_info_em
    • First observedstock_individual_notice_report
    • First observedstock_individual_spot_xq
    • First observedstock_industry_category_cninfo
    • First observedstock_industry_change_cninfo
    • First observedstock_industry_clf_hist_sw
    • First observedstock_industry_pe_ratio_cninfo
    • First observedstock_info_a_code_name
    • First observedstock_info_bj_name_code
    • First observedstock_info_change_name
    • First observedstock_info_cjzc_em
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    • First observedstock_info_global_futu
    • First observedstock_info_global_sina
    • First observedstock_info_global_ths
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    • First observedstock_info_sh_name_code
    • First observedstock_info_sz_change_name
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    • First observedstock_info_sz_name_code
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    • First observedstock_institute_recommend_detail
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    • First observedstock_ipo_benefit_ths
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    • First observedstock_ipo_hk_ths
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    • First observedstock_ipo_review_em
    • First observedstock_ipo_summary_cninfo
    • First observedstock_ipo_ths
    • First observedstock_ipo_tutor_em
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    • First observedstock_lhb_hyyyb_em
    • First observedstock_lhb_jgmmtj_em
    • First observedstock_lhb_jgmx_sina
    • First observedstock_lhb_jgstatistic_em
    • First observedstock_lhb_jgzz_sina
    • First observedstock_lhb_stock_detail_date_em
    • First observedstock_lhb_stock_detail_em
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    • First observedstock_lhb_yybph_em
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    • First observedstock_margin_detail_bse
    • First observedstock_margin_detail_sse
    • First observedstock_margin_detail_szse
    • First observedstock_margin_ratio_pa
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    • First observedstock_margin_szse
    • First observedstock_margin_underlying_info_bse
    • First observedstock_margin_underlying_info_szse
    • First observedstock_market_activity_legu
    • First observedstock_market_fund_flow
    • First observedstock_market_pb_lg
    • First observedstock_market_pe_lg
    • First observedstock_new_a_spot_em
    • First observedstock_new_gh_cninfo
    • First observedstock_new_ipo_cninfo
    • First observedstock_news_em
    • First observedstock_news_main_cx
    • First observedstock_notice_report
    • First observedstock_pg_em
    • First observedstock_price_js
    • First observedstock_profile_cninfo
    • First observedstock_profit_forecast_em
    • First observedstock_profit_forecast_ths
    • First observedstock_profit_sheet_by_quarterly_em
    • First observedstock_profit_sheet_by_report_delisted_em
    • First observedstock_profit_sheet_by_report_em
    • First observedstock_profit_sheet_by_yearly_em
    • First observedstock_qbzf_em
    • First observedstock_qsjy_em
    • First observedstock_rank_cxd_ths
    • First observedstock_rank_cxfl_ths
    • First observedstock_rank_cxg_ths
    • First observedstock_rank_cxsl_ths
    • First observedstock_rank_forecast_cninfo
    • First observedstock_rank_ljqd_ths
    • First observedstock_rank_ljqs_ths
    • First observedstock_rank_lxsz_ths
    • First observedstock_rank_lxxd_ths
    • First observedstock_rank_xstp_ths
    • First observedstock_rank_xxtp_ths
    • First observedstock_rank_xzjp_ths
    • First observedstock_register_all_em
    • First observedstock_register_bj
    • First observedstock_register_cyb
    • First observedstock_register_db
    • First observedstock_register_kcb
    • First observedstock_register_sh
    • First observedstock_register_sz
    • First observedstock_report_disclosure
    • First observedstock_report_fund_hold
    • First observedstock_report_fund_hold_detail
    • First observedstock_repurchase_em
    • First observedstock_research_report_em
    • First observedstock_restricted_release_detail_em
    • First observedstock_restricted_release_queue_em
    • First observedstock_restricted_release_queue_sina
    • First observedstock_restricted_release_stockholder_em
    • First observedstock_restricted_release_summary_em
    • First observedstock_sector_detail
    • First observedstock_sector_fund_flow_hist
    • First observedstock_sector_fund_flow_rank
    • First observedstock_sector_fund_flow_summary
    • First observedstock_sector_spot
    • First observedstock_sgt_reference_exchange_rate_sse
    • First observedstock_sgt_reference_exchange_rate_szse
    • First observedstock_sgt_settlement_exchange_rate_sse
    • First observedstock_sgt_settlement_exchange_rate_szse
    • First observedstock_sh_a_spot_em
    • First observedstock_share_change_cninfo
    • First observedstock_share_hold_change_bse
    • First observedstock_share_hold_change_sse
    • First observedstock_share_hold_change_szse
    • First observedstock_shareholder_change_ths
    • First observedstock_sns_sseinfo
    • First observedstock_sse_deal_daily
    • First observedstock_sse_summary
    • First observedstock_staq_net_stop
    • First observedstock_sy_em
    • First observedstock_sy_hy_em
    • First observedstock_sy_jz_em
    • First observedstock_sy_profile_em
    • First observedstock_sy_yq_em
    • First observedstock_sz_a_spot_em
    • First observedstock_szse_area_summary
    • First observedstock_szse_sector_summary
    • First observedstock_szse_summary
    • First observedstock_tfp_em
    • First observedstock_us_daily
    • First observedstock_us_famous_spot_em
    • First observedstock_us_hist
    • First observedstock_us_hist_min_em
    • First observedstock_us_pink_spot_em
    • First observedstock_us_spot
    • First observedstock_us_spot_em
    • First observedstock_us_valuation_baidu
    • First observedstock_value_em
    • First observedstock_xgsglb_em
    • First observedstock_xgsr_ths
    • First observedstock_xjll_em
    • First observedstock_yjbb_em
    • First observedstock_yjkb_em
    • First observedstock_yjyg_em
    • First observedstock_yysj_em
    • First observedstock_yzxdr_em
    • First observedstock_zcfz_bj_em
    • First observedstock_zcfz_em
    • First observedstock_zdhtmx_em
    • First observedstock_zh_a_cdr_daily
    • First observedstock_zh_a_daily
    • First observedstock_zh_a_disclosure_relation_cninfo
    • First observedstock_zh_a_disclosure_report_cninfo
    • First observedstock_zh_a_gbjg_em
    • First observedstock_zh_a_gdhs
    • First observedstock_zh_a_gdhs_detail_em
    • First observedstock_zh_a_hist
    • First observedstock_zh_a_hist_min_em
    • First observedstock_zh_a_hist_pre_min_em
    • First observedstock_zh_a_hist_tx
    • First observedstock_zh_a_minute
    • First observedstock_zh_a_new
    • First observedstock_zh_a_new_em
    • First observedstock_zh_a_spot
    • First observedstock_zh_a_spot_em
    • First observedstock_zh_a_spot_tx
    • First observedstock_zh_a_st_em
    • First observedstock_zh_a_stop_em
    • First observedstock_zh_a_tick_tx_js
    • First observedstock_zh_ab_comparison_em
    • First observedstock_zh_ah_daily
    • First observedstock_zh_ah_name
    • First observedstock_zh_ah_spot
    • First observedstock_zh_ah_spot_em
    • First observedstock_zh_b_daily
    • First observedstock_zh_b_minute
    • First observedstock_zh_b_spot
    • First observedstock_zh_b_spot_em
    • First observedstock_zh_dupont_comparison_em
    • First observedstock_zh_growth_comparison_em
    • First observedstock_zh_index_daily
    • First observedstock_zh_index_daily_em
    • First observedstock_zh_index_daily_tx
    • First observedstock_zh_index_hist_csindex
    • First observedstock_zh_index_spot_em
    • First observedstock_zh_index_spot_sina
    • First observedstock_zh_index_value_csindex
    • First observedstock_zh_kcb_daily
    • First observedstock_zh_kcb_report_em
    • First observedstock_zh_kcb_spot
    • First observedstock_zh_scale_comparison_em
    • First observedstock_zh_valuation_baidu
    • First observedstock_zh_valuation_comparison_em
    • First observedstock_zh_vote_baidu
    • First observedstock_zt_pool_dtgc_em
    • First observedstock_zt_pool_em
    • First observedstock_zt_pool_previous_em
    • First observedstock_zt_pool_strong_em
    • First observedstock_zt_pool_sub_new_em
    • First observedstock_zt_pool_zbgc_em
    • First observedstock_zygc_em
    • First observedstock_zyjs_ths
    • First observedsunrise_daily
    • First observedsunrise_monthly
    • First observedsw_index_first_info
    • First observedsw_index_second_info
    • First observedsw_index_third_cons
    • First observedsw_index_third_info
    • First observedtool_trade_date_hist_sina
    • First observedvideo_tv
    • First observedvideo_variety_show
    • First observedvolatility_yz_rv
    • First observedxincaifu_rank

TDQS

A4/5.0

Scored across 3 tools

Disambiguation5/5

Each tool has a distinct role in a clear discovery-to-invocation pipeline: search finds candidate interfaces, describe confirms metadata, and call executes. The descriptions explicitly state ordering and boundaries, leaving no overlapping purpose.

Naming Consistency5/5

All tools follow a consistent akbridge_ prefix plus a concise verb/noun pattern: search, describe, call. The convention is predictable and easy to scan.

Tool Count5/5

Three tools are tightly scoped to the server's purpose of safely resolving and calling AKShare interfaces. Each tool earns its place, and adding more would likely add confusion rather than capability.

Completeness4/5

The surface covers the key lifecycle: discover via search, verify via describe, and execute via call. Minor gaps exist, such as no explicit browse/list-all or batch-invocation operation, but agents can work around these through search.

Maintenance

ActivityActive
ResponsivenessNo issues

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