--- title: "ghidra-mcp vs DeepSeek-V3" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/bethington-ghidra-mcp-vs-deepseek-ai-deepseek-v3" tools: ["bethington-ghidra-mcp", "deepseek-ai-deepseek-v3"] --- # ghidra-mcp vs DeepSeek-V3 *GraphCanon updated Jul 12, 2026* ## Verdict Pick ghidra-mcp when ghidra-mcp is primarily Java; DeepSeek-V3 is Python; pick DeepSeek-V3 when deepSeek-V3 is primarily Python; ghidra-mcp is Java. [ghidra-mcp](https://github.com/bethington/ghidra-mcp) reports 2.8k GitHub stars, 58 forks, and 5 open issues, last pushed Jul 10, 2026. [DeepSeek-V3](https://github.com/deepseek-ai/DeepSeek-V3) has 104k stars, 17k forks, and 248 open issues, last pushed Aug 28, 2025. Figures are from public GitHub metadata via [ghidra-mcp's repository](https://github.com/bethington/ghidra-mcp) and [DeepSeek-V3's repository](https://github.com/deepseek-ai/DeepSeek-V3). | | [ghidra-mcp](/tools/bethington-ghidra-mcp.md) | [DeepSeek-V3](/tools/deepseek-ai-deepseek-v3.md) | | --- | --- | --- | | Tagline | Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading, convention enforcement, batch operations, Ghidra Server integration, and Docker | Repository lacking description with unspecified content related to AI development. | | Stars | 2,770 | 103,904 | | Forks | 58 | 16,730 | | Open issues | 5 | 248 | | Language | Java | Python | | Adopt for | - | DeepSeek-V3 is a Python-based AI development tool, with documentation focused solely on licensing terms for both its codebase and models. It's unclear from the available information what specific features or capabilities | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | MIT | | Categories | Developer Tools, Inference & Serving | Developer Tools, Inference & Serving | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [ghidra-mcp](/tools/bethington-ghidra-mcp.md) | [DeepSeek-V3](/tools/deepseek-ai-deepseek-v3.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Slowing (36%) | | Days since push | 1d | 318d | | Open issues (now) | 5 | 248 | | Owner type | User | Organization | | Security scan | No MCP manifest | No lockfile | | Full report | [trust report](/tools/bethington-ghidra-mcp/trust.md) | [trust report](/tools/deepseek-ai-deepseek-v3/trust.md) | ## Decision facts: DeepSeek-V3 - **Adopt for:** DeepSeek-V3 is a Python-based AI development tool, with documentation focused solely on licensing terms for both its codebase and models. It's unclear from the available information what specific features or capabilities ## Choose when ### Choose ghidra-mcp if… - ghidra-mcp is primarily Java; DeepSeek-V3 is Python. - License: ghidra-mcp is Apache-2.0, DeepSeek-V3 is MIT. - Tags unique to ghidra-mcp: ai, binary-analysis, ghidra, ghidra-extension. ### Choose DeepSeek-V3 if… - DeepSeek-V3 is primarily Python; ghidra-mcp is Java. - License: DeepSeek-V3 is MIT, ghidra-mcp is Apache-2.0. - Tags unique to DeepSeek-V3: commercial use, mit license, python. - - When you need an AI model that allows for commercial usage as DeepSeek-V3 explicitly supports this based on licensing provided. ## When NOT to use ghidra-mcp - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. - Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. ## When NOT to use DeepSeek-V3 - - If detailed documentation and clear feature descriptions are crucial as the repository lacks descriptive content. - - When you require open-source model details or functionalities other than those related solely to licensing terms. ## Common questions ### What is the difference between ghidra-mcp and DeepSeek-V3? ghidra-mcp: Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading, convention enforcement, batch operations, Ghidra Server integration, and Docker . DeepSeek-V3: Repository lacking description with unspecified content related to AI development.. See the comparison table for live GitHub stats and shared categories. ### When should I choose ghidra-mcp over DeepSeek-V3? Choose ghidra-mcp over DeepSeek-V3 when ghidra-mcp is primarily Java; DeepSeek-V3 is Python; License: ghidra-mcp is Apache-2.0, DeepSeek-V3 is MIT; Tags unique to ghidra-mcp: ai, binary-analysis, ghidra, ghidra-extension. ### When should I choose DeepSeek-V3 over ghidra-mcp? Choose DeepSeek-V3 over ghidra-mcp when DeepSeek-V3 is primarily Python; ghidra-mcp is Java; License: DeepSeek-V3 is MIT, ghidra-mcp is Apache-2.0; Tags unique to DeepSeek-V3: commercial use, mit license, python; - When you need an AI model that allows for commercial usage as DeepSeek-V3 explicitly supports this based on licensing provided. ### When should I avoid ghidra-mcp? Developer Tools: A gateway is overkill when you're pinned to a single provider and model. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. ### When should I avoid DeepSeek-V3? - If detailed documentation and clear feature descriptions are crucial as the repository lacks descriptive content. - When you require open-source model details or functionalities other than those related solely to licensing terms. ### Is ghidra-mcp or DeepSeek-V3 more popular on GitHub? DeepSeek-V3 has more GitHub stars (103,904 vs 2,770). Stars measure visibility, not whether either tool fits your constraints. ### Are ghidra-mcp and DeepSeek-V3 open source? Yes - both are open-source projects on GitHub (ghidra-mcp: Apache-2.0, DeepSeek-V3: MIT). ### Where can I find alternatives to ghidra-mcp or DeepSeek-V3? GraphCanon lists graph-backed alternatives at [ghidra-mcp alternatives](/tools/bethington-ghidra-mcp/alternatives) and [DeepSeek-V3 alternatives](/tools/deepseek-ai-deepseek-v3/alternatives) ([ghidra-mcp markdown twin](/tools/bethington-ghidra-mcp/alternatives.md), [DeepSeek-V3 markdown twin](/tools/deepseek-ai-deepseek-v3/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-deepseek-ai-deepseek-v3.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, ghidra-mcp or DeepSeek-V3? ghidra-mcp: Very active. DeepSeek-V3: Slowing. 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 DeepSeek-V3? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [ghidra-mcp trust report](/tools/bethington-ghidra-mcp/trust); [DeepSeek-V3 trust report](/tools/deepseek-ai-deepseek-v3/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/_