DevPlan MCP Server
AI coding assistants lose context between sessions, skip steps, and produce inconsistent code. DevPlan fixes this with structured planning, automatic validation, and a lessons-learned system that prevents the same mistakes from happening twice.
21 tools across planning, generation, validation, and issue remediation. It interviews you about your project, generates a validated plan, then hands off to AI for mechanical execution — while a separate verifier agent actively tries to break the result.
Works with Claude Code, Cursor, Aider, Cline, and Windsurf. Open source, MIT licensed, runs on Cloudflare Workers.
amp-rs
AI agents forget everything between sessions. amp-rs is the Rust reference implementation of Agent Memory Protocol — structured, persistent memory through three primitives: checkpoints, lessons, and memory.
Local-first, fast, and built to be embedded anywhere. Powers Nellie, my personal code memory server. Semantic search finds what matters in seconds, and a knowledge graph strengthens connections over time.
agent-memory-protocol
→The open spec behind amp-rs. Three primitives — checkpoints, lessons, and memory — that let AI agents pick up where they left off instead of starting from zero every session.