JSONShelf: Zero-LLM, Sub-10ms Deterministic JSON Repair for Agents

modelcontextprotocol · reddit · 2026-08-29

JSONShelf is an MCP connector offering deterministic JSON repair, validation, example generation, and schema coercion. It uses zero LLM calls and operates in sub-10ms latency, making it ideal for agent data processing backends.

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