Comparison
ida-pro-mcp vs agent-toolkit
Verdict
Pick ida-pro-mcp if ida-pro-mcp integrates AI to aid in binary analysis for IDA Pro users through MCP; pick agent-toolkit if extends AI coding agent capabilities with Python skills for development and professional workflows.
Markdown twin · ida-pro-mcp alternatives · agent-toolkit alternatives
GraphCanon updated 6d
vs
Trust & integrity
| Signal | ida-pro-mcp | agent-toolkit |
|---|---|---|
| Maintenance | Very active (0d since push) As of 3w · github_public_v1 | Slowing (159d since push) As of 1w · github_public_v1 |
| Provenance | Not a fork · Personal account As of 3w · github_public_v1 | Not a fork · Organization account As of 1w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 6d · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- ida-pro-mcp
- AI-powered reverse engineering assistant for IDA Pro using MCP
- agent-toolkit
- A curated collection of skills for AI coding agents
Stars
- ida-pro-mcp
- 11k
- agent-toolkit
- 2.3k
Forks
- ida-pro-mcp
- 1.3k
- agent-toolkit
- 217
Open issues
- ida-pro-mcp
- 44
- agent-toolkit
- 17
Language
- ida-pro-mcp
- Python
- agent-toolkit
- Python
Adopt for
- ida-pro-mcp
- ida-pro-mcp integrates AI to aid in binary analysis for IDA Pro users through MCP.
- agent-toolkit
- Extends AI coding agent capabilities with Python skills for development and professional workflows
Persona
- ida-pro-mcp
- -
- agent-toolkit
- -
Runtime
- ida-pro-mcp
- -
- agent-toolkit
- -
License
- ida-pro-mcp
- MIT
- agent-toolkit
- MIT
Last pushed
- ida-pro-mcp
- Jul 25, 2026
- agent-toolkit
- Mar 5, 2026
Categories
- ida-pro-mcp
- AI Agents, Developer Tools
- agent-toolkit
- AI Agents, Developer Tools
Trust and health
Maintenance
- ida-pro-mcp
- Very active (96%)
- agent-toolkit
- Slowing (36%)
Days since push
- ida-pro-mcp
- 0d
- agent-toolkit
- 159d
Open issues (now)
- ida-pro-mcp
- 44
- agent-toolkit
- 17
Owner type
- ida-pro-mcp
- User
- agent-toolkit
- Organization
Full report
- ida-pro-mcp
- Trust report
- agent-toolkit
- Trust report
Choose ida-pro-mcp if…
- Tags unique to ida-pro-mcp: aiagent, binary-analysis, ida-plugin, mcp-server.
- When needing advanced assistance with reverse engineering tasks specifically in the IDA Pro environment
- More GitHub stars (11k vs 2.3k) - visibility, not fit.
When NOT to use ida-pro-mcp
- If your binary analysis work does not involve or support use within the IDA Pro interface
- When the security risks associated with integrating external AI-powered tools into reverse engineering workflows are unacceptable under your circumstances
Choose agent-toolkit if…
- Tags unique to agent-toolkit: agent-skills, ai, automation, claude.
- For enhancing specific tasks like documentation, planning, and workflow management
- Leaner open-issue backlog (17).
When NOT to use agent-toolkit
- If you seek support for languages other than Python
- When working with non-Python based coding agents that require specialized skills not covered by this toolkit
- In cases where custom, from-scratch development is preferred over using pre-packaged scripts
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 26, 2026
- GitHub forks (mrexodia/ida-pro-mcp) · observed Jul 26, 2026
- Last push (mrexodia/ida-pro-mcp) · observed Jul 25, 2026
- License file (MIT) · observed Jul 26, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Aug 16, 2026
- GitHub stars (softaworks/agent-toolkit) · observed Aug 12, 2026
- GitHub forks (softaworks/agent-toolkit) · observed Aug 12, 2026
- Last push (softaworks/agent-toolkit) · observed Mar 5, 2026
- License file (MIT) · observed Aug 12, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: ida-pro-mcp 11k · agent-toolkit 2.3k (synced Jul 26, 2026).
Common questions
- What is the difference between ida-pro-mcp and agent-toolkit?
- ida-pro-mcp: AI-powered reverse engineering assistant for IDA Pro using MCP. agent-toolkit: A curated collection of skills for AI coding agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose ida-pro-mcp over agent-toolkit?
- Choose ida-pro-mcp over agent-toolkit when Tags unique to ida-pro-mcp: aiagent, binary-analysis, ida-plugin, mcp-server; When needing advanced assistance with reverse engineering tasks specifically in the IDA Pro environment; More GitHub stars (11k vs 2.3k) - visibility, not fit.
- When should I choose agent-toolkit over ida-pro-mcp?
- Choose agent-toolkit over ida-pro-mcp when Tags unique to agent-toolkit: agent-skills, ai, automation, claude; For enhancing specific tasks like documentation, planning, and workflow management; Leaner open-issue backlog (17).
- When should I avoid ida-pro-mcp?
- If your binary analysis work does not involve or support use within the IDA Pro interface When the security risks associated with integrating external AI-powered tools into reverse engineering workflows are unacceptable under your circumstances
- When should I avoid agent-toolkit?
- If you seek support for languages other than Python When working with non-Python based coding agents that require specialized skills not covered by this toolkit In cases where custom, from-scratch development is preferred over using pre-packaged scripts
- Is ida-pro-mcp or agent-toolkit more popular on GitHub?
- ida-pro-mcp has more GitHub stars (10,776 vs 2,307). Stars measure visibility, not whether either tool fits your constraints.
- Are ida-pro-mcp and agent-toolkit open source?
- Yes - both are open-source projects on GitHub (ida-pro-mcp: MIT, agent-toolkit: MIT).
- Where can I find alternatives to ida-pro-mcp or agent-toolkit?
- GraphCanon lists graph-backed alternatives at ida-pro-mcp alternatives and agent-toolkit alternatives (ida-pro-mcp markdown twin, agent-toolkit 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 agent-toolkit?
- ida-pro-mcp: Very active. agent-toolkit: 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 ida-pro-mcp and agent-toolkit?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ida-pro-mcp trust report; agent-toolkit trust report.