head to head · open source
SkillSpector vs reconmap
SkillSpector has 23,981 GitHub stars, 2,070 forks, 136 open issues and last shipped yesterday. reconmap has 1,002 stars, 147 forks, 8 open issues and last shipped 2 days ago. SkillSpector leads on adoption by 2,293% (23,981 vs 1,002 stars). SkillSpector is written in Python under Apache-2.0; reconmap is written in TypeScript under MIT. SkillSpector has attracted 9% as many forks as stars, reconmap 15%. SkillSpector was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 1 topic tag (ai-security), so they are genuine substitutes rather than adjacent tools.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
← all 20902 open source comparisons
Side by side
| SkillSpector | reconmap | |
|---|---|---|
| GitHub stars | ★ 24K | ★ 1.0K |
| License | Apache-2.0 | MIT |
| Written in | Python | TypeScript |
| Last push | 2026-11-02 | 2026-11-01 |
| Forks | ⑂ 2.1K | ⑂ 147 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick SkillSpector if
- You weight community size — 24K stars and counting
- You want the Apache-2.0 license terms
- Your stack matches Python
- You value the larger contributor base for long-term maintenance
pick reconmap if
- You want the reconmap feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches TypeScript
- You evaluated both and reconmap fits your workflow better
About SkillSpector
SkillSpector Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, and security risks before installing agent skills. Overview AI agent skills (used by Claude Code, Codex CLI, Gemini CLI, etc.) execute with implicit trust and minimal vetting. In the 31,132 skill analyzed subset of the research dataset, 26.1% of skills contain vulnerabilities and 5.2% show likely malicious intent . SkillSpector helps you answer: "Is this skill safe to install?" SkillSpector is part of the NVIDIA Verified Skills pipeline, which scans, evaluates, and signs agent skills before publication. Skills that…
read the full SkillSpector overview →
About reconmap
Reconmap Pentesting Management, Automation and Reporting Platform Reconmap is an open source vulnerability assessment and penetration testing platform designed to support security professionals throughout the entire engagement lifecycle. It enables penetration testers and InfoSec teams to efficiently plan, execute, and report on security assessments. By streamlining workflows and promoting collaboration, Reconmap helps reduce the time from initial reconnaissance to final reporting — delivering faster, more organised results without compromising quality. Capabilities Execute security commands instantly or…
read the full reconmap overview →
More in AI & Machine Learning
Related comparisons
More AI Security & Privacy projects
Compare either of these against the rest of the AI Security & Privacy field.
Frequently asked questions
Is SkillSpector or reconmap more popular?
SkillSpector has 23,981 GitHub stars and reconmap has 1,002. SkillSpector has the larger community by that measure.
Are SkillSpector and reconmap free?
Both are open source. SkillSpector is licensed under Apache-2.0 and reconmap under MIT. Neither carries a licence fee.
What is the difference between SkillSpector and reconmap?
SkillSpector is written in Python and reconmap in TypeScript. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, SkillSpector or reconmap?
Choose SkillSpector if you want the larger community (23,981 stars) or its Apache-2.0 licence terms. Choose reconmap if its feature set, stack or MIT licence fits better. Both are self-hostable.