A planning server that enables natural language to PDDL conversion, automatic problem generation, and batch task execution using the Fast Downward planner. It supports multi-robot coordination and provides detailed reporting and diagnostic capabilities for complex planning tasks.
A 66-tool reasoning pipeline that intercepts prompts to classify intent, check past mistakes, and generate execution plans, enabling any LLM to think harder and avoid repeating errors.
A disciplined engineering harness for AI coding agents that provides ground-truth MCP tools and adversarial enforcement skills to transform generic LLMs into high-precision engineers.
ChemMCP is an easy-to-use and extensible chemistry toolkit for LLMs and AI assistants, enabling molecular analysis, property prediction, and reaction synthesis tasks without domain-specific training.
