Enables AI agents to automate browsers through Playwright behind multi-layer safety guards, restricting navigation to allowed domains, defaulting to read-only actions, and recording all behavior in audit logs.
Enables LLM-as-judge text quality evaluation via MCP, scoring original-revised pairs with multi-axis weighted rubrics, testing scorer models against labeled golden sets, and cross-validating agreement between two scorers.
Enables AI agents to safely query and explore SQLite databases through read-only, guard-protected tools that block writes, sensitive table access, and runaway queries.