# AKTools (pypi · aktools)

Search and fetch AKShare financial data (stocks, futures, funds, macro) from AI assistants

- Trust score: 83/100 (high trust)
- Change this week: +17
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-11-05

## Components

- pypi · `aktools`: 83/100 (this document), [markdown](https://verifymcp.io/servers/akfamily-aktools/aktools.md), [page](https://verifymcp.io/servers/akfamily-aktools/aktools)

## Channel facts

- Registry: `pypi`
- Package: `aktools`
- Version: `0.1.4`
- Transport: `stdio`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-11-05.

- **Supply Chain Security**: 99/100
  - No malware found by supply-chain analysis.
  - No known CVEs affecting this package version or its production dependencies.
  - Runs setuptools.build_meta at install time, a recognised build step with no custom scripting around it.
  - 7 of 62 dependencies flagged as unhealthy.
- **Provenance & Transparency**: 97/100
  - Source repository is publicly reachable at the declared URL.
  - Cryptographically verified build provenance (signed, bound to akfamily/aktools).
  - Clear OSI-approved license (MIT).
  - Actively maintained (last published 2 days ago).
  - Disclosure check failed: no security disclosure policy was found in the source repository.
- **Schema Quality & AI Usability**: 73/100
  - AI-judged instruction clarity (good).
  - Context-footprint check failed: tool/resource definitions use about 463 tokens (~154/item across 3 items; 3 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 23/100
  - Stability observed for 7 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
  - Structured output schemas are declared (100% of tools); any adoption earns full credit.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 3 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 4 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a current MCP spec version (2026-07-28).

## Install

### How do I install the AKTools MCP server?

AKTools runs locally as a PyPI package, launched with uvx aktools mcp. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add akfamily-aktools -- uvx aktools mcp
```

### Cursor

```json
{
  "mcpServers": {
    "akfamily-aktools": {
      "command": "uvx",
      "args": [
        "aktools",
        "mcp"
      ]
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "akfamily-aktools": {
      "command": "uvx",
      "args": [
        "aktools",
        "mcp"
      ]
    }
  }
}
```

### Codex

```bash
codex mcp add akfamily-aktools -- uvx aktools mcp
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "akfamily-aktools": {
      "type": "local",
      "command": [
        "uvx",
        "aktools",
        "mcp"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add akfamily-aktools --command uvx --arg aktools --arg mcp
```

### Hermes

```yaml
mcp_servers:
  akfamily-aktools:
    command: "uvx"
    args: ["aktools", "mcp"]
```

### Netclaw

```json
{
  "McpServers": {
    "akfamily-aktools": {
      "Transport": "stdio",
      "Command": "uvx",
      "Arguments": [
        "aktools",
        "mcp"
      ]
    }
  }
}
```

### Vellum

```bash
assistant mcp add akfamily-aktools -t stdio -c uvx -a aktools mcp
```

### Other

```json
{
  "mcpServers": {
    "akfamily-aktools": {
      "command": "uvx",
      "args": [
        "aktools",
        "mcp"
      ]
    }
  }
}
```

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-11-03 (score 83, +16)

- [security improvement] Malware scan: unverified → pass

### 2026-11-02 (score 67, −15)

- [security regression] Malware scan: pass → unverified
- [functional regression] Schema quality: pass → fail
- [functional] Package version: 0.1.3 → 0.1.4

### 2026-10-31 (score 82, +1)

No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-30 (score 81, +15)

- [security improvement] Malware scan: unverified → pass
- [functional improvement] Stability: unverified → 0.03
- [functional] Package version: 0.1.0 → 0.1.3
- [functional] Package version: 0.1.0 → 0.1.2
- [functional] Package version: 0.1.0 → 0.1.1

### 2026-10-29 (score 66)

First indexed and scored.

## MCP tools (3)

### `search_interfaces` (~71 tokens)

按关键词搜索 AKShare 数据接口，结果按相关度排序，返回接口名、中文标题与类目。最多返回前 50 个

Input parameters:

- `keyword` (string, required): 关键词，多个关键词用空格分隔，如“A股 日线”“交易日历”“期货持仓”

Output parameters:

- `result` (object)

### `describe_interface` (~54 tokens)

查看接口的标题、数据源地址、各参数的默认值、类型和说明，以及返回列、数据范围说明与调用示例

Input parameters:

- `name` (string, required): 接口名，如 stock_zh_a_hist

Output parameters:

- `result` (object)

### `get_data` (~157 tokens)

调用 AKShare 接口获取数据。一次最多返回 max_rows 行，用 offset 翻页或取最后若干行；返回总行数与本次的起始行，随 HTTP 服务运行时还给出完整数据的 CSV 下载地址

Input parameters:

- `max_rows` (integer): 最多返回的行数，默认 100
- `name` (string, required): 接口名，如 stock_zh_a_hist
- `offset` (integer): 从第几行开始返回（从 0 开始）；负数表示从末尾倒数，如 -20 取最后 20 行
- `params`: 接口参数，如 {"symbol": "000001", "start_date": "20240101"}

Output parameters:

- `result` (object)

## Diagnostics

Captured diagnostic sections: Provenance, Install scripts, Dependencies. The full working is on the page: https://verifymcp.io/servers/akfamily-aktools/aktools#diagnostics

## Score history

- 2026-11-05: 83
- 2026-11-04: 83
- 2026-11-03: 83
- 2026-11-02: 67
- 2026-11-01: 82
- 2026-10-31: 82
- 2026-10-30: 81
- 2026-10-29: 66

## Common questions

### What is the AKTools MCP server?

AKTools is an MCP server listed in the public MCP registry as io.github.akfamily/aktools. Search and fetch AKShare financial data (stocks, futures, funds, macro) from AI assistants. This page covers its PyPI package (aktools).

### Is the AKTools MCP server safe to use?

AKTools scores 83 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 5 November 2026. Its build provenance is signed and verified. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the AKTools MCP server expose?

AKTools exposes 3 tools: search_interfaces, describe_interface, get_data. Their descriptions and schemas cost roughly 282 tokens of context every time the server is loaded.

### Is the AKTools MCP server still maintained?

AKTools is still listed as active in the MCP registry. We last reached this channel on 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

### What licence is the AKTools MCP server under?

AKTools declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.

### What did VerifyMCP test on the AKTools MCP server?

VerifyMCP ran 16 checks on AKTools, covering Malware scan, Known CVEs, Install scripts, Dependency health and 12 more. Endpoint Security and Transport & Reachability do not apply to a PyPI package, so they were not tested. The score does not measure everything, and the scoring documentation lists what it leaves out.

## Links

- PyPI project: https://pypi.org/project/aktools/
- Socket report: https://socket.dev/pypi/package/aktools
- Repository: https://github.com/akfamily/aktools
- Website: https://aktools.akfamily.xyz/guide/mcp/
- Changelog RSS feed: https://verifymcp.io/servers/akfamily-aktools/aktools.xml
- Changelog JSON feed: https://verifymcp.io/servers/akfamily-aktools/aktools/changelog.json
- Trust report (JSON): https://verifymcp.io/servers/akfamily-aktools/aktools.json
- HTML version of this page: https://verifymcp.io/servers/akfamily-aktools/aktools