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Comparable alternatives

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Side-by-side MCP evidence comparison
Evidence fieldGhidra MCP ServerMCP100 SelectedWindows-MCPMCP100 Selected
Task fit
Best for
  • Querying decompilation, symbols, references, functions, and analysis state inside Ghidra
  • Using an AI client to inspect and operate Windows applications when no safer application API exists
Not ideal for
  • Static analysis workflows that do not use Ghidra or do not need agent-driven interaction
  • Deterministic automation that can be implemented through a documented API, CLI, or test framework
Avoid when
  • The analyzed binary or Ghidra project cannot be exposed to the connected AI client
  • The desktop session contains sensitive applications, credentials, messages, or files outside the task
Provenance
Provenance details

Community implementation

github:bethington · Publisher source ↗

Community implementation

io.github.CursorTouch · Publisher source ↗

Maintenance
Maintenance details

Repo: Aug 14, 2026

Package: Not documented

Repo: Aug 14, 2026

Package: Aug 1, 2026

Popularity evidence
GitHub stars

3,308

GitHub stars · checked 2026-08-14T18:46:26.000Z

6,749

GitHub stars · checked 2026-08-14T18:46:26.000Z

30-day package downloadsNo reliable download data

40,449

PyPI Stats package downloads · checked 2026-08-14T18:46:26.000Z

External adoption evidence
  • github: repository stars: 3,308Exact attributable signal.github: repository stars · Admission snapshot · checked 2026-08-14T18:46:26.000ZEvidence source ↗
  • github: repository stars: 6,749Exact attributable signal.github: repository stars · Admission snapshot · checked 2026-08-14T18:46:26.000ZEvidence source ↗
  • PyPI Stats: package downloads: 40,449Non-comparable contextual signal.PyPI Stats: package downloads · Provider last month · checked 2026-08-14T18:46:26.000ZEvidence source ↗
Client coverage
Client coverage details
Claude CodeLocal stdio
Claude DesktopLocal stdio
CodexLocal stdio
VS CodeLocal stdio
CursorLocal stdio
OpenCodeLocal stdio
Claude CodeLocal stdio
Claude DesktopLocal stdio
CodexLocal stdio
VS CodeLocal stdio
CursorLocal stdio
OpenCodeLocal stdio
Client coverage noteLocal stdio runs on your computer. Streamable HTTP connects to a remotely hosted MCP server.
Access and data
AuthenticationHTTP bearer authentication is optional through GHIDRA_MCP_AUTH_TOKEN; without it authentication is disabled. Non-loopback binding is refused without a token. Scripts require GHIDRA_MCP_ALLOW_SCRIPTS.Stdio has no network listener. Non-loopback HTTP requires an auth key or OAuth unless insecure access is explicitly allowed; IP allowlists, TLS, CORS, and host validation are documented.
CostThe Apache-2.0 project lists no MCP fee. Ghidra, Java, Maven, hosting, and shared-server costs are separate.The MIT-licensed project lists no MCP fee. Windows, Python, hosting, client, and model costs are separate.
PermissionsReads and writes binaries and projects, renames and types symbols, adds comments and structures, executes scripts, performs P-code emulation and debugging, and integrates with Ghidra Server.Runs with the invoking user's full Windows permissions, including PowerShell, files, registry, processes, UI input, screenshots, and web scraping; many actions are irreversible.
Data handlingOperates on local binaries and projects and optionally shared Ghidra Server data; decompilation, memory, debugger, and script results are returned through MCP. Telemetry and retention are not documented.Processing is local. Telemetry excludes screenshots, state captures, arguments, and outputs but includes status, duration, tool and client information, anonymized sessions, and possibly paths in error messages.
Limitations
Tradeoffs
  • It accelerates navigation and analysis, but agent actions can alter project state and reverse-engineering output still requires expert validation.
  • General computer-use reaches many applications, but visual automation is brittle and broad input control can produce high-impact unintended actions.
Risk contextWrite access, optional arbitrary Java scripts, debugger control, and shared-server access create substantial integrity and confidentiality risk. Prefer loopback, bearer auth, scopes, scripts disabled, and supervised writes.It is not sandboxed and can delete files, alter registry or system settings, type into applications, and execute PowerShell. Use a VM or low-privilege account, backups, supervision, loopback binding, and disabled high-risk tools.
Evidence date
Editorial review2026-08-112026-08-11
Candidate evidence2026-08-14T18:46:26.000Z2026-08-14T18:46:26.000Z

Popularity, maintenance, fit, permissions, and client support are independent evidence fields.

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