Context Engine Python Packages

agentpack-cli

Local context engine for AI coding agents. Routes tasks to relevant files, tests, rules, and skills, supports prompt caching, and builds compact context packs for Claude Code, Codex, Cursor, MCP, and more.

ain-state-compiler

AIN State Compiler is a local-first enterprise AI state compiler that continuously transforms Slack, Jira, and Gmail logs into executable, conflict-resolved operational state. Built with Python and SQLite.

perseus-ctx

Live context engine and MCP server for AI agents. Resolves git, services, and tests into ready context. Local-first, MIT. PyPI: perseus-ctx.

contextlite

Database Freedom Platform - Mathematical search optimization for whatever database you already have. 27,000x faster than vector databases with SMT-powered search across 8+ database types. One-time 9-2999 vs 00-500/month recurring.

ultracontext

Open Source Context infrastructure for AI agents. Auto-capture and share your agents' context everywhere.

adk-perseus-context

Deterministic live context for Google ADK agents. Compiled by Perseus and injected as a system instruction.

tempograph

Code graph context engine for AI coding agents — structural dependency graph with adaptive injection

visor-mcp

🔭 V.I.S.O.R. — Visual Intelligence System for Orchestrated Reasoning. A local-first MCP server that indexes your codebase via AST parsing, ranks code with a 5-signal scoring engine, and delivers surgical context to AI coding agents. Works with Antigravity, VS Code, Cursor, and Claude Code.