
What nearly 10,000 developer environments reveal about agentic development risk
Snyk Research scanned nearly 10,000 developer environments and found 43% run two or more AI coding tools, 50.8% have at least one MCP server installed (with 1 in 7 of those having a security finding, 1 in 12 high or critical), and 22.8% have agent skills installed. The analysis identified 392 confirmed prompt injection findings embedded in tool descriptions and 98 confirmed malicious code patterns in agent skill files, and cites the separate ToxicSkills study of 3,984 public skills from ClawHub and skills.sh where 13.4% had a critical security issue. The piece frames MCP servers and agent skills as a new, largely ungoverned software supply chain layer sitting outside traditional SAST/SCA/CI-CD controls.
Technologies named here
- Claude
- Snyk Agentic Development Security
- Cursor
- Windsurf
- SAST
- SCA
- Gemini
- Copilot
- Kiro
- Container security
- VS Code extensions
- CI/CD pipeline controls
- Model Context Protocol
- GitHub Copilot
- ClawHub
- skills.sh
Techniques named here
- Prompt Injection
- Malicious code patterns in agent skill files
- Hidden instructions manipulating agent behavior
- Uncontrolled third-party content exposure
- Credential theft via malicious skill payloads
- IaC scanning
- Backdoor installation via malicious skill payloads
- Data exfiltration via malicious skill payloads
- Secrets mishandling by skills
Also named here
- ToxicSkills
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