Comparison
ghidra-mcp vs anything-llm
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.
Markdown twin · ghidra-mcp alternatives · anything-llm alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | ghidra-mcp | anything-llm |
|---|---|---|
| Maintenance | Very active (1d since push) As of today · github_public_v1 | Very active (0d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No MCP manifest As of today · mcp_manifest | No lockfile As of today · none |
Tagline
- 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
Stars
- ghidra-mcp
- 2.8k
- anything-llm
- 63k
Forks
- ghidra-mcp
- 58
- anything-llm
- 6.9k
Open issues
- ghidra-mcp
- 5
- anything-llm
- 320
Language
- ghidra-mcp
- Java
- anything-llm
- JavaScript
Adopt for
- ghidra-mcp
- -
- anything-llm
- Self-hosted AI agent experience with robust deployment scripts across multiple environments.
Persona
- ghidra-mcp
- -
- anything-llm
- -
Runtime
- ghidra-mcp
- -
- anything-llm
- -
License
- ghidra-mcp
- Apache-2.0
- anything-llm
- MIT
Last pushed
- ghidra-mcp
- Jul 10, 2026
- anything-llm
- Jul 11, 2026
Categories
- ghidra-mcp
- Developer Tools, Inference & Serving
- anything-llm
- AI Agents, Inference & Serving
Trust and health
Days since push
- ghidra-mcp
- 1d
- anything-llm
- 0d
Open issues (now)
- ghidra-mcp
- 5
- anything-llm
- 320
Owner type
- ghidra-mcp
- User
- anything-llm
- Organization
Security scan
- ghidra-mcp
- No MCP manifest
- anything-llm
- No lockfile
Full report
- ghidra-mcp
- Trust report
- anything-llm
- Trust report
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: binary-analysis, mcp-server, ai, model-context-protocol.
- Also covers Developer Tools.
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.
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: no-code, llm, agentic-ai, agent-computer.
- 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 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (bethington/ghidra-mcp) · observed Jul 11, 2026
- GitHub forks (bethington/ghidra-mcp) · observed Jul 11, 2026
- Last push (bethington/ghidra-mcp) · observed Jul 10, 2026
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (Mintplex-Labs/anything-llm) · observed Jul 11, 2026
- GitHub forks (Mintplex-Labs/anything-llm) · observed Jul 11, 2026
- Last push (Mintplex-Labs/anything-llm) · observed Jul 11, 2026
- License file (MIT) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: ghidra-mcp 2.8k · anything-llm 63k (synced Jul 11, 2026).
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: binary-analysis, mcp-server, ai, model-context-protocol; 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: no-code, llm, agentic-ai, agent-computer; 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 and anything-llm alternatives (ghidra-mcp markdown twin, anything-llm markdown twin), 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 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; anything-llm trust report.