Debugging AI MCP MCP Servers

MCP servers integrating AI with debuggers, profilers, and reverse engineering tools for program analysis, memory inspection, and execution control. Does NOT include general development tools, IDEs, or non-debugging runtime analysis platforms.

There are 49 debugging ai mcp servers tracked. 1 score above 70 (verified tier). The highest-rated is drhelius/Gearboy at 73/100 with 1,098 stars. 2 of the top 10 are actively maintained.

Get all 49 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=mcp&subcategory=debugging-ai-mcp&limit=20"

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#	Server	Score	Tier	Stars	Language
1	drhelius/Gearboy Game Boy / Gameboy Color emulator, debugger and embedded MCP server for...	73	Verified	1,098	C++
2	drhelius/Gearsystem Sega Master System / Game Gear / SG-1000 emulator, debugger and embedded MCP...	57	Established	330	C++
3	svnscha/mcp-windbg Model Context Protocol for WinDBG	57	Established	1,072	Python
4	miscusi-peek/cheatengine-mcp-bridge Connect Cursor, Copilot & Claude directly to Cheat Engine via MCP. Automate...	54	Established	362	Lua
5	microsoft/DebugMCP Gift your VS Code agent a real debugger: breakpoints, stepping, inspection.	49	Emerging	204	TypeScript
6	bethington/cheat-engine-server-python MCP Cheat Engine Server — provides safe, structured read-only access to...	48	Emerging	31	Python
7	go-delve/mcp-dap-server MCP server to communicate with DAP servers allowing AI Agents the ability to...	48	Emerging	56	Go
8	drhelius/Geargrafx PC Engine / TurboGrafx-16 / SuperGrafx / PCE CD-ROM² emulator, debugger, and...	46	Emerging	193	C++
9	chrisgleissner/c64bridge MCP server to control and program the Commodore 64 Ultimate and Ultimate 64...	45	Emerging	16	TypeScript
10	smadi0x86/MDB-MCP Multi Debugger MCP server that enables LLMs to interact with GDB and LLDB...	44	Emerging	56	Python
11	pansila/mcp_server_gdb MCP Server to expose the GDB debugging capabilities	44	Emerging	62	Rust
12	bivex/ILSpy-Mcp 🔓 UNLEASH ILSpy'S POWER. Reverse-engineer DOTNET code at GOD SPEED....	43	Emerging	10	C#
13	drhelius/Gearlynx Atari Lynx emulator, debugger, and embedded MCP server for macOS, Windows,...	43	Emerging	54	C++
14	ricardoquesada/regenerator2000 An interactive disassembler for the CPU 6502, focused mostly on Commodore...	42	Emerging	71	Rust
15	illegal-instruction-co/processhacker-mcp your ai debugger, vibe hacking tool	42	Emerging	42	C++
16	RocketMaDev/pwndbg-mcp An MCP tool endows AI agent with the capability to debug ELF	41	Emerging	19	Python
17	KashunCheng/dap_mcp Model Context Protocol (MCP) server that interacts with a Debugger	40	Emerging	35	Python
18	beamstar/cheatengine-mcp-bridge 🔗 Connect AI to Cheat Engine for fast memory analysis, enabling quick mods...	39	Emerging	10	Lua
19	bromoket/x64dbg_mcp MCP server for x64dbg — 152 AI-powered debugging tools. Works with Claude,...	38	Emerging	8	C++
20	cliffhall/mcp-c64 An MCP server for developing BASIC and Assembly Language programs for the...	37	Emerging	17	JavaScript
21	jkolo/debug-mcp MCP server for .NET debugging — 34 tools for breakpoints, inspection,...	36	Emerging	3	C#
22	markomanninen/mcp-debugpy MCP server for AI-assisted Python debugging using debugpy and Debug Adapter Protocol	36	Emerging	6	Python
23	barryw/ViceMCP AI-Powered Commodore Development Bridge	35	Emerging	6	C#
24	CTalkobt/sim6502 6502 Family simulator, assembler, dis-assembler w/ LLM MCP interface	34	Emerging	1	C++
25	karellen/karellen-rr-mcp MCP server for rr reverse debugging — enables AI assistants to record,...	33	Emerging	3	Python
26	19Marcin79/dnSpy-MCP Provide static .NET assembly analysis through decompilation, IL disassembly,...	33	Emerging	1	C#
27	jtang613/gdb-mcp A lightweight MCP Server for GDB automation.	33	Emerging	13	—
28	Fatmike-GH/MCPDebugger A lightweight MCP debugger designed for learning and experimentation....	32	Emerging	9	C
29	RazvanGolan/Kaya Interactive real-time debugging and testing for .NET APIs, SignalR hubs, and...	31	Emerging	4	C#
30	ramenhost/dbgmcp MCP servers for connecting debuggers to AI agents. Supports GDB, LLDB and PDB.	29	Experimental	8	Rust
31	ZeraTS/dnSpy-MCP Headless CLI reflection debugger for .NET assemblies with MCP server support	27	Experimental	6	C#
32	frankbolero/dotnet-dump-mcp 🤖 An AI-native MCP server for .NET memory dump investigations. Leverage LLMs...	27	Experimental	7	C#
33	killerwolf/mcp-profiler-bundle The Symfony MCP Profiler Bundle mimics the WebProfiler Bundle. It bridges...	25	Experimental	11	PHP
34	wallter/smart-xdebug-mcp Let AI debug your PHP code - MCP server connecting Claude to XDebug for...	24	Experimental	1	TypeScript
35	hkmodd/PCSX2-MCP AI-powered PCSX2 debugger bridge via Model Context Protocol (MCP). Set...	23	Experimental	1	JavaScript
36	brannow/idea-mcp-hub JetBrains IDE plugin (currently PhpStorm) that gives AI agents full debugger...	22	Experimental	—	Kotlin
37	brannow/idea-mcp-control JetBrains IDE plugin (currently PhpStorm) that gives AI agents full debugger...	22	Experimental	—	Kotlin
38	bastiencb/claude-mcp-debugger MCP debug server for AI coding agents. Debug Python, Node.js, Java & browser...	22	Experimental	—	Python
39	KenosInc/sigrok-mcp-server MCP server for sigrok — let LLMs control logic analyzers and decode protocols	22	Experimental	1	Go
40	danya120o3/processhacker-mcp Enable runtime analysis and control of AI agents with a dynamic process...	21	Experimental	—	C++
41	petitstrawberry/mcp-gdb-server An MCP (Model Context Protocol) server for controlling GDB.	21	Experimental	—	Rust
42	bivex/verysleepy-mcp MCP server for VerySleepy to enable AI-assisted bug fixing using .sleepy...	17	Experimental	—	Go
43	bivex/DiagSession-Mcp A production-grade Model Context Protocol (MCP) server for analyzing Windows...	17	Experimental	—	C#
44	bivex/FramePro-MCP MCP server for FramePro — AI-powered debugging using FrameProReader .	17	Experimental	—	Go
45	bivex/easyprofiler-mcp MCP server integration with EasyProfiler for automated AI-assisted debugging...	17	Experimental	—	Go
46	bivex/MemPro-mcp MCP server for MemPro enabling AI-assisted bug fixing and memory profiling analysis.	17	Experimental	—	Go
47	ezulabs/embeddedgdbmcp Debug embedded systems with AI. Find bugs in seconds, not hours.	14	Experimental	1	PowerShell
48	Harshuiam/karellen-rr-mcp Provide an MCP server to enable reverse debugging with rr, improving control...	14	Experimental	—	—
49	Finot3/dnspy-mcp Provide a modular MCP server in C# for .NET reverse engineering with...	14	Experimental	—	C#

Comparisons in this category

Gearboy and Gearsystem (73 vs 57) Gearboy and Geargrafx (73 vs 46) Gearboy and Gearlynx (73 vs 43) mcp-windbg and dap_mcp (57 vs 40) Gearsystem and Geargrafx (57 vs 46) cheatengine-mcp-bridge and cheat-engine-server-python (54 vs 48) c64bridge and mcp-c64 (45 vs 37)