Binary MCP Server

Binary MCP Server

Enables AI assistants to analyze binaries, debug processes, and inspect kernel state using Ghidra, x64dbg, WinDbg, and ILSpyCmd.

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README

Binary MCP Server

CI Python 3.12+ License

MCP server that gives AI assistants the ability to analyze binaries, debug processes, and inspect kernel state. Supports static analysis via Ghidra, user-mode debugging via x64dbg, kernel debugging via WinDbg, and .NET decompilation via ILSpyCmd.

Quick Start

Install

# Windows (as Administrator)
irm https://raw.githubusercontent.com/Sarks0/binary-mcp/main/install.ps1 | iex

# Linux / macOS
curl -sSL https://raw.githubusercontent.com/Sarks0/binary-mcp/main/install.py | python3 -

# Manual
git clone https://github.com/Sarks0/binary-mcp.git
cd binary-mcp && uv sync

Connect to Claude

claude mcp add binary-analysis -- uv --directory /path/to/binary-mcp run python -m src.server

Or add to your MCP config (Claude Code ~/.claude/settings.json or Claude Desktop config):

{
  "mcpServers": {
    "binary-analysis": {
      "command": "uv",
      "args": ["--directory", "/path/to/binary-mcp", "run", "python", "-m", "src.server"],
      "env": {"GHIDRA_HOME": "/path/to/ghidra"}
    }
  }
}

What You Can Do

Static Analysis - Analyze any binary without running it.

Analyze the binary at /path/to/malware.exe
Decompile the function at 0x401000
Find all suspicious API calls and crypto constants

Live Debugging - Control x64dbg from Claude.

Connect to x64dbg and set breakpoints on BCryptEncrypt
Trace execution until EAX contains a decrypted pointer
Find the OEP of this packed binary

Kernel Debugging - Inspect drivers and crash dumps.

Connect to the kernel debugger on port 50000
Show the dispatch table for \\Driver\\MyDriver
Analyze the crash dump at C:\Windows\MEMORY.DMP

.NET Analysis - Decompile managed assemblies.

Decompile the type MyNamespace.MyClass to C#

Capabilities (245 tools)

Static Analysis (Ghidra) - 35 tools

Analysis, decompilation, cross-references, memory maps, byte pattern search, function renaming, call graphs, API pattern detection (100+ Windows APIs), crypto constant identification, IOC extraction, and binary compatibility checking.

Dynamic Analysis (x64dbg) - 159 tools

Category What It Does
Execution Control Run, pause, step into/over/out, run to user code, instruction undo
Breakpoints Software, hardware, memory, DLL load, exception, and conditional breakpoints with logging
Tracing Conditional tracing (ticnd/tocnd), trace recording, OEP finder for packed binaries
Memory Read, write, dump, allocate, protect, pattern scan, string search, memory watch with diff
Registers & Stack Read/write registers, stack trace with raw fallback, expression evaluation
Analysis Control flow analysis, cross-references, function boundaries, disassembly with capstone fallback
Type System Define structs/unions, overlay on memory (VisitType), parse C headers, enumerate types
Search Find assembly patterns, GUIDs, module calls, string references, reference ranges
Anti-Debug Detect and bypass anti-debug techniques (PEB, NtGlobalFlag, heap flags)
Watch & Logging Watch expressions with watchdog triggers, API call logging, breakpoint hit logging
Annotations Comments, labels, bookmarks, function boundaries, variables
Thread Control Switch, suspend, resume threads individually or all at once
Process Attach/detach, minidump creation, module listing with exports
Navigation Navigate disassembly/dump/graph views, generic command execution

Kernel Debugging (WinDbg) - 20 tools

Connection (KDNET, local kernel, crash dumps), execution control, breakpoints, register and memory inspection, driver object analysis, IOCTL decoding, process listing, and raw WinDbg command execution.

.NET Analysis (ILSpyCmd) - 7 tools

Type listing, C# decompilation, IL disassembly, type search, and full assembly decompilation.

PE Structure (pefile) - 1 tool

Comprehensive PE header, section, import, export, resource, debug, TLS, and Rich header analysis in a single fast call (<500ms). Three detail levels (basic/standard/full) with decoded characteristic flags, compiler attribution, and malware indicators.

Other - 23 tools

  • Triage (3) - Quick file type detection, packer identification, entropy analysis
  • Malware Analysis (4) - Behavior detection, threat chain identification, IOC extraction
  • Control Flow (4) - CFG generation, cyclomatic complexity, loop detection, dead code
  • Function Hashing (4) - Cross-binary function matching and similarity scoring
  • VirusTotal (4) - Hash lookups, file submission, detection reports
  • Session Management - Persistent analysis tracking across conversations
  • Reporting (2) - Generate structured analysis reports
  • YARA (2) - Rule scanning (optional yara-python dependency)

Supported Formats

Format Engine
PE (.exe, .dll, .sys) Ghidra + x64dbg
.NET Assembly ILSpyCmd
ELF (Linux) Ghidra
Mach-O (macOS) Ghidra
Kernel Drivers (.sys) Ghidra + WinDbg
Crash Dumps (.dmp) WinDbg

Architecture

                    MCP Client (Claude Desktop / Claude Code)
                                    |
                            FastMCP Server (stdio)
                           /        |        \         \
                  Static Analysis  Dynamic    Kernel    .NET
                   /       \       Analysis  Debugging  Analysis
               Ghidra    Python   x64dbg     WinDbg/KD  ILSpyCmd
             (headless)  bytecode (HTTP)    (Pybag COM)
                                    |           |
                               C++ Plugin   DbgEng COM
                                    |           |
                              User Process  Kernel Target

Environment Variables

Variable Description Default
GHIDRA_HOME Ghidra installation path Auto-detected
GHIDRA_TIMEOUT Analysis timeout (seconds) 600
X64DBG_PATH x64dbg installation path Auto-detected
WINDBG_PATH WinDbg/CDB installation path Auto-detected
WINDBG_MODE Operating mode: kernel, user, dump kernel

Development

uv run pytest              # Run tests
uv run pytest --cov=src    # With coverage
uv run ruff check src/     # Lint

Resources

License

Apache 2.0 - See LICENSE for details.

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