Give agents durable, scoped, explainable memory across sessions and repos via the Engraphis MCP tools. Use when you learn something worth keeping, need prior context before acting, or ask why/how a fact changed. Covers remember/recall, why/timeline, forget/pin/correct, sessions, and code search.
Cut LLM token usage on noisy shell output by routing large, low-stakes commands (listings, status, logs, dependency installs, test/build runs) through RTK — while keeping full fidelity for diffs, structured/JSON output, errors you're debugging, and anything you'll parse or edit. Universal integration for Command Code…
Auto-wrap any Click/typer CLI as an MCP server — zero-code transformation. Supports stdio, HTTP+SSE, and Streamable HTTP transport with automatic tool discovery. Turn your Python CLI tools into MCP servers Claude Code can call directly.