A deterministic reasoning engine that compresses AI agent context by extracting structured facts with logical inference and proof chains. Provides REST API, SDKs, and MCP integration for advanced reasoning tasks.
Auctalis/nocturnusai is a deterministic reasoning engine designed to compress and optimize AI agent context. It extracts structured facts from unstructured data, performs logical inference, maintains truth values, and generates proof chains to support reasoning decisions. This enables AI systems to work with cleaner, more efficient knowledge representations.
The tool is available as an MCP server, REST API, and SDK libraries for Python and TypeScript. Installation varies by use case: configure as an MCP server for direct Claude/AI integration, deploy the REST API for service-based access, or install the Python/TypeScript SDK via package managers (pip for Python, npm for TypeScript). Detailed setup instructions are available in the GitHub repository.
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