Open source CMA-compliant agent runtime for any model
Open-source CMA-compatible agent runtime for any model, with MCP tools, sandboxed sessions, audit, replay, and a local console.
Project overview
A local-first runtime for AI agents. Sessions, sandboxed tools, memory, credentials, audit trails, and a built-in Console — all running on your machine or in your own infrastructure.
Run this project as a DSH plugin instead of treating dsh-plugin as discovery metadata only. Install the bundle into a DSH profile, start managed-agents, then boot that profile:
The patch starts managed-agents-mcp over stdio. DSH can then list agents, create and run sessions, inspect results and artifacts, and stop work through native mcpsandbase tools. See examples/deepseek-harness for the full tool list and authenticated-runtime configuration.