Exposes the agent's built-in tools, such as file operations, shell commands, web search, memory, skills, and code search, as MCP tools over stdio or HTTP, allowing external MCP clients to invoke them directly.
Exposes SmartCLI's built-in agent tools (file operations, code search, shell commands, web search, memory, and snapshots) as MCP endpoints, allowing external clients to leverage them over stdio or HTTP.
Enables coding agents to run project-specific checks, replays, simulations, and queries as MCP tools, providing ground-truth feedback on config edits instead of guessing.
Enables developers to expose a single set of tool definitions as MCP server tools over stdio or Streamable HTTP, so Claude Code, Codex, Claude Desktop and Cursor can call them with risk-based annotations, human-approved irreversible writes, typed structured results and long-running job handling built in. It also ships the same tools as a CLI from one source, keeping both surfaces in parity.