Grey Swan
Grey Swan MCP Server provides a specialized MongoDB-integrated platform for documenting and analyzing AI safety challenges, particularly focused on tracking LLM vulnerabilities through detailed thread, message, and model tracking. Built for the Grey Swan Arena competitions, it enables researchers to systematically record jailbreak attempts, safety flags, and challenge metadata across different testing sessions. The server offers six MongoDB tools that support a structured workflow for red-teaming AI systems, making it valuable for AI safety researchers seeking to comprehensively document and analyze potential model weaknesses.
Composite of vulnerability cleanliness, spec conformance, provenance, stability, and usage signals — scanned and weighted by Cognium. Human and agent signals are tracked separately. Last scanned 2026-09-19.
Scan details: Circle-IR · 2026-09-19 · Appeal
View full trust & usage report →Metadata
- Version
- 1.0.0
- Skill type
- atomic
- Execution layer
- mcp-remote
- Category
- database
- Source
- PulseMCP
- Repository
- github.com/gravityphone/swanzmcp
- Author type
- human
- Last scanned
- 2026-09-19
- Updated
- 2026-09-19
Use via MCP
Resolve Grey Swan from your agent
Streamable HTTP transport at https://api.skillsregistry.net/mcp. No auth for read tools. Discovery: .well-known/mcp.json.
One command in your shell — Claude Code wires it up and verifies the connection. Run /mcp in any session to confirm.
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp --scope user for --scope project to commit it to .mcp.json.