Enables orchestrating data quality checks, transformation, and deduplication pipelines via an MCP interface. Offers tools for listing pipeline stages, validating wiring, running the full check-transform-match pipeline, and explaining configurations.
Provides lightweight documentation review tools including issue detection, readability scoring, style checking, and document summarization for integration with MCP-compatible clients.
An MCP server that exposes 43 domain tools behind 4 meta-tools, applying guardrails such as budgets, rate limits, schema validation, human-in-the-loop confirmation for mutations, PII redaction, and an append-only audit log while reducing context window usage.
Enables Claude to read and write product requirement documents section by section via 33 MCP tools, drastically reducing token consumption by loading only relevant sections and summaries instead of the full document.
