Overplane vs Setoku

Overplane is an AI code generation and build system that verifies and safely compiles plain-language specs into working, verified code. Container-sandboxed agents,...

Setoku is an open-source MCP server that gives your AI a read-only view of the data you own (a company’s, a household’s, or your own), plus the context to use it correctly.

About Overplane

Overplane is an AI code generation and build system that verifies and safely compiles plain-language specs into working, verified code. Container-sandboxed agents, replayable builds, and multi-agent support. Overplane combines popular AI coding agents with containers, spec-driven development, and formal verification to create a safer and more reliable AI coding workflow. Overplane keeps the speed and fixes the rest in three moves: contain the agent, wrap it in a real build system, and verify the plan before the code exists.

About Setoku

Setoku is an open-source MCP server that gives your AI a read-only view of the data you own (a company’s, a household’s, or your own), plus the context to use it correctly. Setoku is a small self-hosted MCP knowledge server + Claude Code skills for hooking up your data. It does two things: it gives your AI a read-only way to query that data, and it remembers what the data means (the metric definitions, the gotchas), getting better the more you use it.