--- title: "ghidra-mcp vs anything-llm" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/bethington-ghidra-mcp-vs-mintplex-labs-anything-llm" tools: ["bethington-ghidra-mcp", "mintplex-labs-anything-llm"] --- # ghidra-mcp vs anything-llm *GraphCanon updated Jul 11, 2026* ## Verdict Pick ghidra-mcp when ghidra-mcp is primarily Java; anything-llm is JavaScript; pick anything-llm when anything-llm is primarily JavaScript; 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. [anything-llm](https://anythingllm.com) has 63k stars, 6.9k forks, and 320 open issues, last pushed Jul 11, 2026. Figures are from public GitHub metadata via [ghidra-mcp's repository](https://github.com/bethington/ghidra-mcp) and [anything-llm's repository](https://github.com/Mintplex-Labs/anything-llm). | | [ghidra-mcp](/tools/bethington-ghidra-mcp.md) | [anything-llm](/tools/mintplex-labs-anything-llm.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 | Self-hosted agent experience with deployment scripts for multiple environments | | Stars | 2,770 | 63,100 | | Forks | 58 | 6,907 | | Open issues | 5 | 320 | | Language | Java | JavaScript | | Adopt for | - | Self-hosted AI agent experience with robust deployment scripts across multiple environments. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | MIT | | Categories | Developer Tools, Inference & Serving | AI Agents, Inference & Serving | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [ghidra-mcp](/tools/bethington-ghidra-mcp.md) | [anything-llm](/tools/mintplex-labs-anything-llm.md) | | --- | --- | --- | | Days since push | 1d | 0d | | Open issues (now) | 5 | 320 | | Owner type | User | Organization | | Security scan | No MCP manifest | No lockfile | | Full report | [trust report](/tools/bethington-ghidra-mcp/trust.md) | [trust report](/tools/mintplex-labs-anything-llm/trust.md) | ## Decision facts: anything-llm - **Adopt for:** Self-hosted AI agent experience with robust deployment scripts across multiple environments. ## Choose when ### Choose ghidra-mcp if… - ghidra-mcp is primarily Java; anything-llm is JavaScript. - License: ghidra-mcp is Apache-2.0, anything-llm is MIT. - Tags unique to ghidra-mcp: ai, binary-analysis, ghidra, ghidra-extension. - Also covers Developer Tools. ### Choose anything-llm if… - anything-llm is primarily JavaScript; ghidra-mcp is Java. - License: anything-llm is MIT, ghidra-mcp is Apache-2.0. - Tags unique to anything-llm: agent-computer, agent-harness, agentic-ai, llm. - Also covers AI Agents. - When you need flexibility in deploying your AI agents on various cloud platforms like AWS, GCP, Digital Ocean, and more. ## 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 anything-llm - Avoid if you require an agent without additional setup or prefer SaaS solutions over self-managed deployments. - Not suitable for users who are looking for no-code alternatives as setting up AnythingLLM might necessitate some coding knowledge despite offering multiple scripts and methods. ## Common questions ### What is the difference between ghidra-mcp and anything-llm? 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 . anything-llm: Self-hosted agent experience with deployment scripts for multiple environments. See the comparison table for live GitHub stats and shared categories. ### When should I choose ghidra-mcp over anything-llm? Choose ghidra-mcp over anything-llm when ghidra-mcp is primarily Java; anything-llm is JavaScript; License: ghidra-mcp is Apache-2.0, anything-llm is MIT; Tags unique to ghidra-mcp: ai, binary-analysis, ghidra, ghidra-extension; Also covers Developer Tools. ### When should I choose anything-llm over ghidra-mcp? Choose anything-llm over ghidra-mcp when anything-llm is primarily JavaScript; ghidra-mcp is Java; License: anything-llm is MIT, ghidra-mcp is Apache-2.0; Tags unique to anything-llm: agent-computer, agent-harness, agentic-ai, llm; Also covers AI Agents; When you need flexibility in deploying your AI agents on various cloud platforms like AWS, GCP, Digital Ocean, and more. ### 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 anything-llm? Avoid if you require an agent without additional setup or prefer SaaS solutions over self-managed deployments. Not suitable for users who are looking for no-code alternatives as setting up AnythingLLM might necessitate some coding knowledge despite offering multiple scripts and methods. ### Is ghidra-mcp or anything-llm more popular on GitHub? anything-llm has more GitHub stars (63,100 vs 2,770). Stars measure visibility, not whether either tool fits your constraints. ### Are ghidra-mcp and anything-llm open source? Yes - both are open-source projects on GitHub (ghidra-mcp: Apache-2.0, anything-llm: MIT). ### Where can I find alternatives to ghidra-mcp or anything-llm? GraphCanon lists graph-backed alternatives at [ghidra-mcp alternatives](/tools/bethington-ghidra-mcp/alternatives) and [anything-llm alternatives](/tools/mintplex-labs-anything-llm/alternatives) ([ghidra-mcp markdown twin](/tools/bethington-ghidra-mcp/alternatives.md), [anything-llm markdown twin](/tools/mintplex-labs-anything-llm/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-mintplex-labs-anything-llm.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, ghidra-mcp or anything-llm? ghidra-mcp: Very active. anything-llm: Very active. 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 anything-llm? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [ghidra-mcp trust report](/tools/bethington-ghidra-mcp/trust); [anything-llm trust report](/tools/mintplex-labs-anything-llm/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/_