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AKTools

PYPI · AKTOOLS

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

Available components

pypi · aktools 83
+17 this week 83 Trust /100

Last scanned (7 hours ago)

Scores higher than 85% of PyPI servers

Category Finance and Payments

Trust breakdown (7 categories)

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. How we score → Why this is hard to score →

Supply Chain Security99
  • No malware found by supply-chain analysis.Pass
  • No known CVEs affecting this package version or its production dependencies.Pass
  • Runs setuptools.build_meta at install time, a recognised build step with no custom scripting around it. View diagnostics → Pass
  • 7 of 62 dependencies flagged as unhealthy. View diagnostics → Partial
Provenance & Transparency97
  • Source repository is publicly reachable at the declared URL. View diagnostics → Pass
  • Cryptographically verified build provenance (signed, bound to akfamily/aktools). View diagnostics → Pass
  • Clear OSI-approved license (MIT).Pass
  • Actively maintained (last published 2 days ago).Pass
  • Disclosure check failed: no security disclosure policy was found in the source repository. See how to fix → Fail
Schema Quality & AI Usability73
  • AI-judged instruction clarity (good).Pass
  • 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. See how to fix → Fail
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management23
  • Stability observed for 7 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 100% of tool parameters carry a description.Pass
  • Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Tool Safety100
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • We read all 3 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
  • An AI judge read all 4 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
  • Implements a current MCP spec version (2026-07-28).Pass
Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 3 Nov 26 +16
    • Malware scan: unverified → pass ▲ security
  • 2 Nov 26 −15
    • Malware scan: pass → unverified ▼ security
    • Schema quality: pass → fail ▼ functional
    • Package version: 0.1.3 → 0.1.4 functional
  • 31 Oct 26 +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.

  • 30 Oct 26 +15
    • Malware scan: unverified → pass ▲ security
    • 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 functional
  • 29 Oct 26 66

    First indexed and scored.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 5 Nov 2026 · Analysed pypi/aktools@0.1.4

Provenance Verified

A signed build attestation was found and verified, binding this exact artifact to the source repository it claims to come from.

Result Verified
Ecosystem pypi
Reason Verified
Discovered via Registry attestation endpoint
Source repo akfamily/aktools
Certificate issuer https://token.actions.githubusercontent.com
Certificate SAN https://github.com/akfamily/aktools/.github/workflows/release_and_deploy.yml@refs/tags/v0.1.4
Rekor log index 3637766610
Predicate type PyPI publish attestation https://docs.pypi.org/attestations/publish/v1
Subject digest sha256:48615fb58acf97396989c6787e8aa8e98e860f5cf6afb4856c290aa99cb3f8bf

Background: How many MCP packages publish verified provenance →

Install scripts 1 script
Hook Tier Command
build_backend allowlisted setuptools.build_meta

Background: Why install scripts are a supply-chain risk →

Dependencies 62 packages
Packages resolved 62
Stale 6
No linked repository 1
Tree resolution Complete

Background: SBOMs and build attestations, explained →

MCP tools · 3 exposed · ~282 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →

Tool Tokens
describe_interface ~54

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

NameTypeReqDescription
namestringyes接口名，如 stock_zh_a_hist
NameTypeReqDescription
resultobjectyes–

No examples provided.

get_data ~157

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

NameTypeReqDescription
max_rowsinteger–最多返回的行数，默认 100
namestringyes接口名，如 stock_zh_a_hist
offsetinteger–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"}
NameTypeReqDescription
resultobjectyes–

No examples provided.

search_interfaces ~71

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

NameTypeReqDescription
keywordstringyes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”
NameTypeReqDescription
resultobjectyes–

No examples provided.

Install

How do I install the AKTools MCP server?

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

pypi · aktools

# add to Claude Code
claude mcp add akfamily-aktools -- uvx aktools
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.