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codebadger

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🦡 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).

Code-only MCP server: no hosted endpoint, so you install and run it yourself. It is not probed, graded or counted in our reachability statistics.

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Repository
github.com/qcri/codebadger
License
GPL-3.0
Last update
2026-08-31
GitHub stars
★ 181
Homepage
dl.acm.org/doi/pdf/10.1145/3786165.3788441

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Run this server as a hosted endpoint? Submit the endpoint and it moves to the remote directory, where it is probed and graded.