--- title: "ida-pro-mcp vs agent-toolkit" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/mrexodia-ida-pro-mcp-vs-softaworks-agent-toolkit" tools: ["mrexodia-ida-pro-mcp", "softaworks-agent-toolkit"] --- # ida-pro-mcp vs agent-toolkit *GraphCanon updated Aug 26, 2026* ## 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. [ida-pro-mcp](https://plugins.hex-rays.com/mrexodia/ida-pro-mcp) reports 12k GitHub stars, 1.4k forks, and 45 open issues, last pushed Aug 17, 2026. [agent-toolkit](https://github.com/softaworks/agent-toolkit) has 2.3k stars, 217 forks, and 17 open issues, last pushed Mar 5, 2026. Figures are from public GitHub metadata via [ida-pro-mcp's repository](https://github.com/mrexodia/ida-pro-mcp) and [agent-toolkit's repository](https://github.com/softaworks/agent-toolkit). | | [ida-pro-mcp](/tools/mrexodia-ida-pro-mcp.md) | [agent-toolkit](/tools/softaworks-agent-toolkit.md) | | --- | --- | --- | | Tagline | AI-powered reverse engineering assistant for IDA Pro using MCP | A curated collection of skills for AI coding agents | | Stars | 11,591 | 2,307 | | Forks | 1,384 | 217 | | Open issues | 45 | 17 | | Language | Python | Python | | Adopt for | ida-pro-mcp integrates AI to aid in binary analysis for IDA Pro users through MCP. | Extends AI coding agent capabilities with Python skills for development and professional workflows | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | AI Agents, Developer Tools | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [ida-pro-mcp](/tools/mrexodia-ida-pro-mcp.md) | [agent-toolkit](/tools/softaworks-agent-toolkit.md) | | --- | --- | --- | | Maintenance | Active (82%) | Slowing (36%) | | Days since push | 8d | 159d | | Open issues (now) | 45 | 17 | | Stars delta | +815 (30d) | Unknown | | Open issues delta | +1 (30d) | Unknown | | Owner type | User | Organization | | Full report | [trust report](/tools/mrexodia-ida-pro-mcp/trust.md) | [trust report](/tools/softaworks-agent-toolkit/trust.md) | ## Decision facts: ida-pro-mcp - **Adopt for:** ida-pro-mcp integrates AI to aid in binary analysis for IDA Pro users through MCP. ## Decision facts: agent-toolkit - **Adopt for:** Extends AI coding agent capabilities with Python skills for development and professional workflows ## Choose when ### 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 (12k vs 2.3k) - visibility, not fit. ### 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 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 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 ## 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 (12k 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 (11,591 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](/tools/mrexodia-ida-pro-mcp/alternatives) and [agent-toolkit alternatives](/tools/softaworks-agent-toolkit/alternatives) ([ida-pro-mcp markdown twin](/tools/mrexodia-ida-pro-mcp/alternatives.md), [agent-toolkit markdown twin](/tools/softaworks-agent-toolkit/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/mrexodia-ida-pro-mcp-vs-softaworks-agent-toolkit.md) 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: 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](/tools/mrexodia-ida-pro-mcp/trust); [agent-toolkit trust report](/tools/softaworks-agent-toolkit/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=mrexodia-ida-pro-mcp`](/api/graphcanon/graph?tool=mrexodia-ida-pro-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/_