--- title: "ghidra-mcp vs drift" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/bethington-ghidra-mcp-vs-dadbodgeoff-drift" tools: ["bethington-ghidra-mcp", "dadbodgeoff-drift"] --- # ghidra-mcp vs drift *GraphCanon updated Aug 26, 2026* ## Verdict Pick ghidra-mcp if ghidra MCP is a plugin and server for AI-assisted binary analysis using Ghidra with more than 200 tools; pick drift if drift is a code analysis tool that specializes in detecting patterns and conventions within multi-language codebases by leveraging an MCP (Model Context Protocol) server for context preservation across sessions. [ghidra-mcp](https://github.com/bethington/ghidra-mcp) reports 3.5k GitHub stars, 111 forks, and 26 open issues, last pushed Aug 21, 2026. [drift](https://github.com/dadbodgeoff/drift) has 782 stars, 63 forks, and 15 open issues, last pushed May 31, 2026. Figures are from public GitHub metadata via [ghidra-mcp's repository](https://github.com/bethington/ghidra-mcp) and [drift's repository](https://github.com/dadbodgeoff/drift). | | [ghidra-mcp](/tools/bethington-ghidra-mcp.md) | [drift](/tools/dadbodgeoff-drift.md) | | --- | --- | --- | | Tagline | Ghidra MCP Server for AI-powered reverse engineering with over 200 tools | Codebase intelligence for AI | | Stars | 3,472 | 782 | | Forks | 111 | 63 | | Open issues | 26 | 15 | | Language | Java | TypeScript | | Adopt for | Ghidra MCP is a plugin and server for AI-assisted binary analysis using Ghidra with more than 200 tools. | drift is a code analysis tool that specializes in detecting patterns and conventions within multi-language codebases by leveraging an MCP (Model Context Protocol) server for context preservation across sessions. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | - | | Categories | Developer Tools | Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [ghidra-mcp](/tools/bethington-ghidra-mcp.md) | [drift](/tools/dadbodgeoff-drift.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Steady (60%) | | Days since push | 5d | 56d | | Open issues (now) | 26 | 15 | | Stars delta | +510 (30d) | Unknown | | Open issues delta | +16 (30d) | Unknown | | Full report | [trust report](/tools/bethington-ghidra-mcp/trust.md) | [trust report](/tools/dadbodgeoff-drift/trust.md) | ## Decision facts: ghidra-mcp - **Adopt for:** Ghidra MCP is a plugin and server for AI-assisted binary analysis using Ghidra with more than 200 tools. ## Decision facts: drift - **Adopt for:** drift is a code analysis tool that specializes in detecting patterns and conventions within multi-language codebases by leveraging an MCP (Model Context Protocol) server for context preservation across sessions. ## Choose when ### Choose ghidra-mcp if… - ghidra-mcp is primarily Java; drift is TypeScript. - Tags unique to ghidra-mcp: ai, binary-analysis, ghidra, ghidra-extension. - When working on projects that benefit from integration with over 200 AI-powered reverse engineering tools ### Choose drift if… - drift is primarily TypeScript; ghidra-mcp is Java. - Tags unique to drift: ai-tools, cli, code-quality, csharp. - When working with complex, multi-language projects where maintaining consistent coding standards is crucial. ## When NOT to use ghidra-mcp - When working in environments where less than 200 reverse engineering tools would suffice - If you do not need lazy tool loading or convention enforcement capabilities that Ghidra MCP specifically offers ## When NOT to use drift - If your development environment does not support or integrate well with external plugins like those required by the Model Context Protocol server. - For projects where offline CLI usage is insufficient since drift’s most powerful features rely on an active connection to its MCP server for context preservation and session continuity. ## Common questions ### What is the difference between ghidra-mcp and drift? ghidra-mcp: Ghidra MCP Server for AI-powered reverse engineering with over 200 tools. drift: Codebase intelligence for AI. See the comparison table for live GitHub stats and shared categories. ### When should I choose ghidra-mcp over drift? Choose ghidra-mcp over drift when ghidra-mcp is primarily Java; drift is TypeScript; Tags unique to ghidra-mcp: ai, binary-analysis, ghidra, ghidra-extension; When working on projects that benefit from integration with over 200 AI-powered reverse engineering tools. ### When should I choose drift over ghidra-mcp? Choose drift over ghidra-mcp when drift is primarily TypeScript; ghidra-mcp is Java; Tags unique to drift: ai-tools, cli, code-quality, csharp; When working with complex, multi-language projects where maintaining consistent coding standards is crucial. ### When should I avoid ghidra-mcp? When working in environments where less than 200 reverse engineering tools would suffice If you do not need lazy tool loading or convention enforcement capabilities that Ghidra MCP specifically offers ### When should I avoid drift? If your development environment does not support or integrate well with external plugins like those required by the Model Context Protocol server. For projects where offline CLI usage is insufficient since drift’s most powerful features rely on an active connection to its MCP server for context preservation and session continuity. ### Is ghidra-mcp or drift more popular on GitHub? ghidra-mcp has more GitHub stars (3,472 vs 782). Stars measure visibility, not whether either tool fits your constraints. ### Are ghidra-mcp and drift open source? Yes - both are open-source projects on GitHub. ### Where can I find alternatives to ghidra-mcp or drift? GraphCanon lists graph-backed alternatives at [ghidra-mcp alternatives](/tools/bethington-ghidra-mcp/alternatives) and [drift alternatives](/tools/dadbodgeoff-drift/alternatives) ([ghidra-mcp markdown twin](/tools/bethington-ghidra-mcp/alternatives.md), [drift markdown twin](/tools/dadbodgeoff-drift/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/bethington-ghidra-mcp-vs-dadbodgeoff-drift.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, ghidra-mcp or drift? ghidra-mcp: Very active. drift: Steady. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for ghidra-mcp and drift? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [ghidra-mcp trust report](/tools/bethington-ghidra-mcp/trust); [drift trust report](/tools/dadbodgeoff-drift/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=bethington-ghidra-mcp`](/api/graphcanon/graph?tool=bethington-ghidra-mcp) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_