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.
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.
Enables authoring, validating, inspecting, blackbox-inventorying, tracing, and capability-querying SPEC.md documents through MCP tools over stdio JSON-RPC. Each tool wraps the same command modules the CLI uses and returns identical JSON envelopes.
Exposes the Loomground planes as 38 MCP tools over stdio, SSE, or HTTP, letting MCP clients call versum, solver, ingest, operators, and assurance functions with JSON in/out.
Schema-driven MCP server that exposes all Paperclip API operations as typed MCP tools over stdio or Streamable HTTP, supporting both authenticated and local_mode deployments.