brin
brin

pygwalker

PyPI

Is pygwalker safe to use?

Based on the latest brin safety scan, no vulnerabilities or threats were detected for pygwalker v0.5.0.0. Trust score: 65/100. No known CVE vulnerabilities, no detected threat patterns, and no suspicious capabilities identified. This is an automated, point-in-time assessment.

Install (safety-checked)

pygwalker Passed Security Checks

No security concerns detected

clean
CVEs

0

Threats

0

Install Scripts

0

No Concerns Detected

No security concerns detected in the latest brin assessment. This is an automated, point-in-time evaluation — security posture may change.

This is an automated, point-in-time assessment and may contain errors. Findings are risk indicators, not confirmed threats. Security posture may change over time. Maintainers can dispute findings via the brin review process.

pygwalker Capabilities & Permissions

What pygwalker can access when installed. Review these capabilities before using with AI agents like Cursor, Claude Code, or Codex.

Network Access

This package makes network requests.

5agko11g7e.execute-api.us-west-1.amazonaws.comapi.kanaries.netdocs.kanaries.netgithub.comi4rwxmw117.execute-api.us-east-1.amazonaws.comkanaries-app.s3.ap-northeast-1.amazonaws.comkanaries.netkanaries.net.pypi.orgspace.kanaries.net
Protocols: http, https, tcp

Filesystem Access

Reads and writes to the filesystem.

/home/ (rw).env (rw)/home/ (rw).env (rw)

Process Spawning

This package can spawn child processes.

Environment Variables

Accesses the following environment variables.

KAGGLE_KERNEL_RUN_TYPEKANARIES_API_KEYPYGWALKER_ENABLE_ASKVIZPYGWALKER_ENABLE_VLCHAT

Native Modules

Contains native code that runs outside the JavaScript sandbox.

pandas

AGENTS.md for pygwalker

Good instructions lead to good results. brin adds pygwalker documentation to your AGENTS.md so your agent knows how to use it properly—improving both safety and performance.

brin init

Vercel's research: 100% accuracy with AGENTS.md vs 53% without →

pygwalker Documentation & Source Code

For the full pygwalker README, API documentation, and source code, visit the official package registry.

View on PyPI

Frequently asked questions about pygwalker safety

Weekly Downloads

60.8K

Version

0.5.0.0

Last Scanned

Feb 10, 2026

Trust Score

65/100·Legitimacy signals, not safety

Capabilities

Network

Connects to: 5agko11g7e.execute-api.us-west-1.amazonaws.com, api.kanaries.net, docs.kanaries.net...

Filesystem

Reads & Writes files

Process

Spawns child processes

Environment

Accesses: KAGGLE_KERNEL_RUN_TYPE, KANARIES_API_KEY, PYGWALKER_ENABLE_ASKVIZ...

Native

Contains native modules