project

PolicyAware

Open-source Python framework that applies deny-by-default policy, data redaction and audit logging to LLM prompts and agent tool calls, with a CLI and a stdio proxy for MCP servers.

Current clusters

build1 publisher

PolicyAware gates read, write and delete separately before the MCP server sees the call

PolicyAware 0.4.4 evaluates identity, tenant, region, arguments and risk tier before an agent's action changes state. Enforcement sits inline on every turn, and the project's own guidance is that adopters measure what that costs.

Publishers:dev.to

Reality

Evidence34
Adoption: Insufficient
Hype gap+32
Incentives68
Confidence52