gtwatts/mainframe

AI-Native Bash Runtime with LSP & MCP | 2,000+ pure bash functions | Zero dependencies | Safe execution, structured output, first-time correctness for AI agents

40
/ 100
Emerging

Provides Agent Working Memory (AWM)—file-backed persistent storage that preserves session state, discoveries, and progress outside the AI's context window, enabling reliable handoffs between sub-agents and recovery from interruptions. Implements the Universal Structured Output Protocol (USOP) to envelope all operations in JSON with typed responses and error codes, eliminating parsing failures. Integrates with the Language Server Protocol (LSP) and Model Context Protocol (MCP) for direct integration into Claude Code, Cursor, and other AI IDEs and agents.

No Package No Dependents
Maintenance 13 / 25
Adoption 5 / 25
Maturity 9 / 25
Community 13 / 25

How are scores calculated?

Stars

9

Forks

2

Language

Shell

License

MIT

Last pushed

Mar 12, 2026

Commits (30d)

0

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