Agentra Python Packages

agentic-cognition

Longitudinal user modeling — living models of human consciousness for AI agents

agentic-veritas

Intent compilation and uncertainty detection for AI agents — truth verification, ambiguity resolution, causal reasoning. Rust core + MCP server.

agentic-aegis

Streaming validation engine for AI agents — real-time code validation during generation, shadow execution, protection layers. Rust core + MCP server.

agentic-reality

Existential grounding for AI agents — deployment awareness, resource proprioception, reality physics

agentic-planning

Persistent intention infrastructure — goals, decisions, commitments, and strategic reasoning for AI agents

agentic-connect

Universal external interface engine for AI agents — 123 MCP tools, 18 protocols, Connection Souls, Intelligent Retry, Encrypted Vault

agentic-evolve

Pattern library engine for AI agents — crystallizes verified code patterns for instant rebuilds, 15-second subsequent builds. Rust core + MCP server.

agentic-forge

Blueprint engine for complete project architecture before code generation — entity inference, dependency resolution, skeleton generation. Rust core + MCP server.