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DimensionCLIO ParquetMCP server for Apache Parquet filesSafe Docx MCP ServerAI-native surgical editing of Word and OpenDocument files with formatting preservation
FMRS55 / 100 · C68 / 100 · C
Reliability8 / 208 / 20
Security and permissions12 / 2016 / 20
Maintenance13 / 2014 / 20
Documentation10 / 2018 / 20
Setup experience12 / 2012 / 20
Best for
  • Data exploration in scientific computing and HPC environments.
  • AI agents that need to quickly summarize Parquet files.
  • Workflows integrated with the CLIO Kit ecosystem, where other servers provide complementary functions.
  • Developers who need precise, format-preserving edits to .docx/.odt files via coding agents
  • Workflows that require tracked-changes output for human review
Not for
  • Full-fledged data analysis with complex transformations (e.g., group by aggregates), which might require dedicated tools.
  • Handling extremely large files where the entire data cannot fit into memory for operations like reading all rows.
  • Visual editing scenarios needing browser rendering, real-time collaboration, or pixel-level pagination guarantees
  • Using .dotx templates directly (they must be converted to .docx first)
Required permissions
  • Read access to Parquet files in the local file system as provided by the user.
  • Perform file I/O to read file metadata and contents.
  • Filesystem access to read and write local .docx / .odt documents
Risks and side effects
  • Potential exposure of sensitive data if inputs include unexpected file paths.
  • Resource-intensive operations on large files or complex queries could lead to excessive memory or CPU consumption.
  • Edits apply to local files; incorrect targeted changes could overwrite original content — use the clean/tracked-changes dual output for review
  • The project is not a visual editor or layout engine, so complex layout results should be verified manually
Supported clientsClaude Desktop, Claude Code, Cursor, VS Code
Tools40