head to head · open source
SkillSpector vs reconmap
SkillSpector has 17,624 GitHub stars, 1,504 forks, 136 open issues and last shipped yesterday. reconmap has 981 stars, 138 forks, 8 open issues and last shipped 5 days ago. SkillSpector leads on adoption by 1,697% (17,624 vs 981 stars). SkillSpector is written in Python under Apache-2.0; reconmap is written in JavaScript under Apache-2.0. SkillSpector has attracted 9% as many forks as stars, reconmap 14%. 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.
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Side by side
| SkillSpector | reconmap | |
|---|---|---|
| GitHub stars | ★ 18K | ★ 981 |
| License | Apache-2.0 | Apache-2.0 |
| Written in | Python | JavaScript |
| Last push | 2026-09-17 | 2026-09-13 |
| Forks | ⑂ 1.5K | ⑂ 138 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick SkillSpector if
- You weight community size — 18K 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 Apache-2.0 license terms
- Your stack matches JavaScript
- You evaluated both and reconmap fits your workflow better
About SkillSpector
SkillSpector is an open source security scanner for AI agent skills that detects vulnerabilities, malicious patterns, prompt injection, data exfiltration, and supply chain risk in Claude Code, Codex CLI, Gemini CLI, and MCP skills before they are installed — built for developers who install agent skills and for security teams that vet or publish them.
read the full SkillSpector overview →
About reconmap
Reconmap is an open source, Apache 2.0 licensed vulnerability assessment and penetration testing platform that manages the entire engagement lifecycle — reconnaissance, execution and reporting — for penetration testers, InfoSec teams and managed security service providers.
read the full reconmap overview →
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Frequently asked questions
Is SkillSpector or reconmap more popular?
SkillSpector has 17,624 GitHub stars and reconmap has 981. 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 Apache-2.0. Neither carries a licence fee.
What is the difference between SkillSpector and reconmap?
SkillSpector is written in Python and reconmap in JavaScript. 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 (17,624 stars) or its Apache-2.0 licence terms. Choose reconmap if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.