mcp-server

To expose verification scripts as MCP tool calls for multi-agent pipelines, you can use a skill that automatically detects your project runtime and generates a minimal Model Context Protocol server. This server wraps enforcement primitives like verify-ci.sh into structured tool interactions.

An MCP server in development workflows is used to provide structured, tool-based interaction between agents and enforcement primitives. It enables headless agents to execute rule checks and verifications directly rather than relying on direct script execution.

Yes, you can use autonomy checks with headless agents without direct script execution by exposing autonomy.yml configurations through an MCP server. This allows agents to verify rules using structured tool calls within the pipeline.

You can set up a Model Context Protocol server for CLARE enforcement rules by invoking a skill that detects your project runtime and creates a minimal server. This automatically exposes enforcement primitives as structured tool calls for your agents.

You need tool-based checks instead of script-based calls in multi-agent pipelines when headless agents require structured interaction to enforce code quality and autonomy rules. This approach ensures consistent enforcement before agents report work as done.