--- title: "ghidra-mcp vs Agent-Reach" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/bethington-ghidra-mcp-vs-panniantong-agent-reach" tools: ["bethington-ghidra-mcp", "panniantong-agent-reach"] --- # ghidra-mcp vs Agent-Reach *GraphCanon updated Jul 11, 2026* ## Verdict Pick ghidra-mcp when ghidra-mcp is primarily Java; Agent-Reach is Python; pick Agent-Reach when agent-Reach 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. [Agent-Reach](https://github.com/Panniantong/Agent-Reach) has 55k stars, 4.5k forks, and 144 open issues, last pushed Jul 10, 2026. Figures are from public GitHub metadata via [ghidra-mcp's repository](https://github.com/bethington/ghidra-mcp) and [Agent-Reach's repository](https://github.com/Panniantong/Agent-Reach). | | [ghidra-mcp](/tools/bethington-ghidra-mcp.md) | [Agent-Reach](/tools/panniantong-agent-reach.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 | Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees. | | Stars | 2,770 | 54,715 | | Forks | 58 | 4,509 | | Open issues | 5 | 144 | | Language | Java | Python | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | MIT | | Categories | Developer Tools, Inference & Serving | AI Agents, Developer Tools, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [ghidra-mcp](/tools/bethington-ghidra-mcp.md) | [Agent-Reach](/tools/panniantong-agent-reach.md) | | --- | --- | --- | | Days since push | 1d | 0d | | Open issues (now) | 5 | 144 | | Full report | [trust report](/tools/bethington-ghidra-mcp/trust.md) | [trust report](/tools/panniantong-agent-reach/trust.md) | ## Choose when ### Choose ghidra-mcp if… - ghidra-mcp is primarily Java; Agent-Reach is Python. - License: ghidra-mcp is Apache-2.0, Agent-Reach is MIT. - Tags unique to ghidra-mcp: ai, binary-analysis, ghidra, ghidra-extension. - Also covers Inference & Serving. ### Choose Agent-Reach if… - Agent-Reach is primarily Python; ghidra-mcp is Java. - License: Agent-Reach is MIT, ghidra-mcp is Apache-2.0. - Tags unique to Agent-Reach: agent-infrastructure, ai-agent, ai-search, automation. - Also covers AI Agents, LLM Frameworks. ## 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 Agent-Reach - AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ## Common questions ### What is the difference between ghidra-mcp and Agent-Reach? 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 . Agent-Reach: Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.. See the comparison table for live GitHub stats and shared categories. ### When should I choose ghidra-mcp over Agent-Reach? Choose ghidra-mcp over Agent-Reach when ghidra-mcp is primarily Java; Agent-Reach is Python; License: ghidra-mcp is Apache-2.0, Agent-Reach is MIT; Tags unique to ghidra-mcp: ai, binary-analysis, ghidra, ghidra-extension; Also covers Inference & Serving. ### When should I choose Agent-Reach over ghidra-mcp? Choose Agent-Reach over ghidra-mcp when Agent-Reach is primarily Python; ghidra-mcp is Java; License: Agent-Reach is MIT, ghidra-mcp is Apache-2.0; Tags unique to Agent-Reach: agent-infrastructure, ai-agent, ai-search, automation; Also covers AI Agents, LLM Frameworks. ### 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 Agent-Reach? AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ### Is ghidra-mcp or Agent-Reach more popular on GitHub? Agent-Reach has more GitHub stars (54,715 vs 2,770). Stars measure visibility, not whether either tool fits your constraints. ### Are ghidra-mcp and Agent-Reach open source? Yes - both are open-source projects on GitHub (ghidra-mcp: Apache-2.0, Agent-Reach: MIT). ### Where can I find alternatives to ghidra-mcp or Agent-Reach? GraphCanon lists graph-backed alternatives at [ghidra-mcp alternatives](/tools/bethington-ghidra-mcp/alternatives) and [Agent-Reach alternatives](/tools/panniantong-agent-reach/alternatives) ([ghidra-mcp markdown twin](/tools/bethington-ghidra-mcp/alternatives.md), [Agent-Reach markdown twin](/tools/panniantong-agent-reach/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-panniantong-agent-reach.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, ghidra-mcp or Agent-Reach? ghidra-mcp: Very active. Agent-Reach: 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 Agent-Reach? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [ghidra-mcp trust report](/tools/bethington-ghidra-mcp/trust); [Agent-Reach trust report](/tools/panniantong-agent-reach/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/_