Graphify-Labs/graphify
Graphify transforms codebases, documentation, and other files into queryable knowledge graphs, enhancing developer productivity with local AST parsing and detailed edge explanations.
Awesome MCP › Software Development
hechtcarmel/jetbrains-debugger-mcp-plugin
Debugger MCP Server is a plugin for JetBrains IDEs that runs an MCP server inside the IDE and publishes its debugger as tools. An assistant can set and remove breakpoints, start and control a debug session, step through code, inspect variables and the call stack at a paused frame, and evaluate arbitrary expressions in the current context. That last capability is what makes the loop genuinely investigative rather than descriptive: the assistant can pause where the fault appears, ask what a variable actually holds, and evaluate a candidate expression against live state instead of reasoning about the source in the abstract. Because it runs inside the IDE, it uses the run configurations, module setup and toolchain the developer has already configured, rather than reconstructing a debug environment. The plugin is written in Kotlin, published on the JetBrains Marketplace, and verified in continuous integration with the IntelliJ Plugin Verifier against IntelliJ IDEA, PyCharm, WebStorm and GoLand; the README reports community testing on RustRover, Android Studio and PhpStorm, with RubyMine, CLion and DataGrip untested. The audience is developers who work in JetBrains IDEs and want an assistant that can debug a failure directly instead of asking them to relay what the debugger shows.
https://github.com/hechtcarmel/jetbrains-debugger-mcp-plugin
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