Data MCP Tools

Validate JSON against a JSON Schema and get precise error paths.

Split long text into token-bounded chunks with sentence, paragraph, or hard token boundaries.

Generate a unified diff patch between two texts with addition/deletion stats.

Profile CSV structure and per-column stats — like pandas.describe() for agents.

Query CSV data with SQL SELECT — aggregate, filter, group, and sort in-memory.

Convert a DOCX or XLSX file URL to clean Markdown with headings and tables.