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codebadger

Skill Data & Analytics Poor
Works inClaude Code
Poor Scanned — metadata only

Enables AI agents to perform precise code analysis and data flow tracing at scale, reducing time spent on security audits, refactoring, and dependency mappin…

🦡 codebadger is a containerized Model Context Protocol (MCP) server that gives AI agents and LLMs deep, queryable access to a codebase's structure and data flow through Joern Code Property Graphs (CPGs).

151 starsGPL-3.0 (check with legal)FreeQuick setup
Below standard — Significant caveats apply. Not recommended without careful review of the security and evaluation sections.

Enables AI agents to perform precise code analysis and data flow tracing at scale, reducing time spent on security audits, refactoring, and dependency mapping while improving accuracy of findings.

Security teams and engineering leads needing automated codebase analysis for vulnerability detection and data flow visualization.

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https://github.com/Lekssays/codebadger

By Lekssays

How to Get It

Option 1: Claude Desktop App (Code Mode)Click the + button next to the prompt box → PluginsAdd plugin. Search and click Install. Skills work in Claude Code only.
Option 2: Paste into Claude CodeCopy the command below and paste it into your conversation. Claude will install it.
Command
claude plugins install Lekssays/codebadger

Tip: Paste this into a Claude Code conversation. Verify command matches your Claude Code version.

Auto-generated from the tool's public listing — not hands-on verified. Cross-check against the source repo's README before running.

First thing to try

After installing, paste this into Claude:

Identify data flow paths between two functions in my codebase
CostFree

Trust Signals Auto-scanned

Stars151Contributors2Last updated2026-08-03LicenseGPL-3.0 (check with legal)Known CVEsNone foundSources: GitHub Advisory Database + OSV.dev · Scanned 2026-08-17 · scanner vattempted-no-data

Community Pulse Growing

Discussed on Hacker News

1 mentions across 1 sources

Reviewer notes

Auto-scanned review. These are observations, not a security certification.

Scored from trust signals (evidence-eval-v1): 113 GitHub stars; contributors unknown; last commit 0d ago; license GPL-3.0.

Things to check

  • Scanned, not hands-on tested — this entry was auto-scanned from public metadata (GitHub metrics, license, security flags). No reviewer has run it, and no tool-specific limitations have been documented yet.
  • License (GPL-3.0) may restrict commercial use. Check with your legal team.

How to evaluate tools before deploying →

Data shown here comes from public APIs and automated scanning. Reviewer notes reflect one person's experience. This is not a security certification or legal recommendation. Always evaluate tools according to your own organization's policies.

Evaluation

Ease of Use
1/5
Versatility
3/5
Reliability
3/5
Security
3/5
Overall score2.30 / 5.00 PoorEvaluatedJun 2026
Scored from trust signals (evidence-eval-v1): 113 GitHub stars; contributors unknown; last commit 0d ago; license GPL-3.0.

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