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by bitflight-devops • Uncategorized
A token-efficient, schema-aware MCP server for safely reading and modifying JSON, YAML, and TOML files.
Safely read and modify large JSON, YAML, or TOML files without breaking formatting or syntax.
Schema validation to ensure data correctness before writing changes.
Token-efficient access to structured data by extracting only relevant parts of files.
This MCP server provides AI assistants with a safe, schema-validated interface to read, query, and modify structured data files in JSON, YAML, and TOML formats. It preserves formatting and comments, enforces schema validation on writes, and supports token-efficient partial data extraction. The server also supports LMQL for guided generation and incremental validation, enabling more reliable AI interactions with structured data. All processing is local-first, ensuring data privacy and automatic management of dependencies and schemas.