Connects to any MCP-compatible AI agent and exposes 28 tools for writing, validating, and verifying structured intent artifacts before code gets written. The core workflow: AI generates a YAML contract with constraints and test cases, you approve it, then implementation happens in verified segments. Includes ivd_validate for rule checking, ivd_scaffold for templating, ivd_search for semantic lookup across framework knowledge, and a full Judgment phase subsystem (9 tools) for capturing corrections and codifying them into reusable patterns. Runs locally via stdio transport with zero config for 27 of 28 tools. Reach for this when you want the AI to commit to verifiable requirements up front instead of hallucinating during implementation and burning turns on clarification after the fact.
claude mcp add --transport http leocelis-ivd https://mcp.ivdframework.dev/mcp