MCP Safety Lab
MCP Risk Calculator
Score any MCP server before you connect it. Pick the data, permissions, runtime, auth, and publisher trust, then copy a safer rollout plan for Claude Desktop, Cursor, VS Code, or your internal review.
Data and trust profile
Capabilities requested
Good outreach angle
Share a concrete assessment instead of a generic MCP directory page.
Works before install
Users can evaluate risk before running npm, uvx, Docker, or OAuth flows.
Remote MCP ready
The model covers local stdio servers and hosted HTTP/SSE endpoints.