Comparison
ida-pro-mcp vs AutoGPT
Verdict
Pick ida-pro-mcp when license: ida-pro-mcp is MIT, AutoGPT is Other; pick AutoGPT when license: AutoGPT is Other, ida-pro-mcp is MIT.
Markdown twin · ida-pro-mcp alternatives · AutoGPT alternatives
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Trust & integrity
| Signal | ida-pro-mcp | AutoGPT |
|---|---|---|
| Maintenance | Active (18d 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
- ida-pro-mcp
- AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.
- AutoGPT
- AutoGPT is the vision of accessible AI for everyone, to use and to build on.
Stars
- ida-pro-mcp
- 10k
- AutoGPT
- 185k
Forks
- ida-pro-mcp
- 1.2k
- AutoGPT
- 46k
Open issues
- ida-pro-mcp
- 43
- AutoGPT
- 494
Language
- ida-pro-mcp
- Python
- AutoGPT
- Python
Adopt for
- ida-pro-mcp
- -
- AutoGPT
- AutoGPT is a Python-based tool for creating accessible autonomous AI agents that can leverage various LLM APIs including OpenAI's GPT and Anthropic's Claude.
Persona
- ida-pro-mcp
- -
- AutoGPT
- -
Runtime
- ida-pro-mcp
- -
- AutoGPT
- -
License
- ida-pro-mcp
- MIT
- AutoGPT
- Other
Last pushed
- ida-pro-mcp
- Jun 22, 2026
- AutoGPT
- Jul 11, 2026
Categories
- ida-pro-mcp
- AI Agents, LLM Frameworks, Developer Tools
- AutoGPT
- AI Agents, LLM Frameworks
Trust and health
Maintenance
- ida-pro-mcp
- Active (82%)
- AutoGPT
- Very active (96%)
Days since push
- ida-pro-mcp
- 18d
- AutoGPT
- 0d
Open issues (now)
- ida-pro-mcp
- 43
- AutoGPT
- 494
Owner type
- ida-pro-mcp
- User
- AutoGPT
- Organization
Security scan
- ida-pro-mcp
- No MCP manifest
- AutoGPT
- No lockfile
Full report
- ida-pro-mcp
- Trust report
- AutoGPT
- Trust report
Choose ida-pro-mcp if…
- License: ida-pro-mcp is MIT, AutoGPT is Other.
- Tags unique to ida-pro-mcp: binary-analysis, mcp-server, modelcontextprotocol, aiagent.
- Also covers Developer Tools.
When NOT to use ida-pro-mcp
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Choose AutoGPT if…
- License: AutoGPT is Other, ida-pro-mcp is MIT.
- Tags unique to AutoGPT: agents, llm, artificial-intelligence, agentic-ai.
- When you need to rapidly prototype or deploy an autonomous agent using existing language models without deep AI expertise.
When NOT to use AutoGPT
- Avoid if you require absolute control over the underlying AI infrastructure and APIs used by your autonomous agents, as AutoGPT imposes its own framework.
- If your project demands proprietary or specialized models that aren't supported by AutoGPT's API ecosystem (e.g., custom TensorFlow or PyTorch models), consider other tools.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (mrexodia/ida-pro-mcp) · observed Jul 11, 2026
- GitHub forks (mrexodia/ida-pro-mcp) · observed Jul 11, 2026
- Last push (mrexodia/ida-pro-mcp) · observed Jun 22, 2026
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (Significant-Gravitas/AutoGPT) · observed Jul 11, 2026
- GitHub forks (Significant-Gravitas/AutoGPT) · observed Jul 11, 2026
- Last push (Significant-Gravitas/AutoGPT) · observed Jul 11, 2026
- License file (Other) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: ida-pro-mcp 10k · AutoGPT 185k (synced Jul 11, 2026).
Common questions
- What is the difference between ida-pro-mcp and AutoGPT?
- ida-pro-mcp: AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.. AutoGPT: AutoGPT is the vision of accessible AI for everyone, to use and to build on.. See the comparison table for live GitHub stats and shared categories.
- When should I choose ida-pro-mcp over AutoGPT?
- Choose ida-pro-mcp over AutoGPT when License: ida-pro-mcp is MIT, AutoGPT is Other; Tags unique to ida-pro-mcp: binary-analysis, mcp-server, modelcontextprotocol, aiagent; Also covers Developer Tools.
- When should I choose AutoGPT over ida-pro-mcp?
- Choose AutoGPT over ida-pro-mcp when License: AutoGPT is Other, ida-pro-mcp is MIT; Tags unique to AutoGPT: agents, llm, artificial-intelligence, agentic-ai; When you need to rapidly prototype or deploy an autonomous agent using existing language models without deep AI expertise.
- When should I avoid ida-pro-mcp?
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- When should I avoid AutoGPT?
- Avoid if you require absolute control over the underlying AI infrastructure and APIs used by your autonomous agents, as AutoGPT imposes its own framework. If your project demands proprietary or specialized models that aren't supported by AutoGPT's API ecosystem (e.g., custom TensorFlow or PyTorch models), consider other tools.
- Is ida-pro-mcp or AutoGPT more popular on GitHub?
- AutoGPT has more GitHub stars (185,464 vs 10,029). Stars measure visibility, not whether either tool fits your constraints.
- Are ida-pro-mcp and AutoGPT open source?
- Yes - both are open-source projects on GitHub (ida-pro-mcp: MIT, AutoGPT: Other).
- Where can I find alternatives to ida-pro-mcp or AutoGPT?
- GraphCanon lists graph-backed alternatives at ida-pro-mcp alternatives and AutoGPT alternatives (ida-pro-mcp markdown twin, AutoGPT 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, ida-pro-mcp or AutoGPT?
- ida-pro-mcp: Active. AutoGPT: 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 ida-pro-mcp and AutoGPT?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ida-pro-mcp trust report; AutoGPT trust report.