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ViewKit vs Moxie Docs

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

ViewKit compared with Moxie Docs
DetailViewKit logo ViewKitMoxie Docs logo Moxie Docs
What it doesFree in-browser viewer for scientific and ML data files Keep your GitHub docs as current as your code
StageNot given Not given
FoundedNot given Not given
Based inNot given US
Pricing modelNot given Freemium
PricingFree Free plan (1 repository, 500 indexed files, 2 doc PRs/month, no card required); Starter $29/month ($290/year, 5 repos, 2,000 indexed files); Pro $79/month ($790/year, 15 repos, weekly Friday Cleanup); Team $199/month ($1,990/year, 50 repos, unlimited seats, priority indexing). 14-day free trial on p
Key features
  • Browse HDF5 groups, datasets and attributes
  • Read Parquet schemas, row groups and column statistics
  • Open Zarr v2 and v3 stores from a folder or a zip
  • Inspect Apache Arrow and Feather files
  • View CSV, TSV and Excel spreadsheets
  • Load NumPy .npy and .npz arrays
  • List safetensors tensors and step through TFRecord records
  • Slice N-dimensional arrays and render heatmaps
  • Parse every file locally, with no upload
  • Work offline after page loads
  • Automated codebase documentation generation from source code
  • Documentation drift detection and flagging on pull requests
  • MCP context endpoint for AI coding agents
  • Friday Cleanup weekly documentation PRs
  • Searchable interactive codebase documentation
  • Public knowledgebases and hosted help centers
  • Continuous documentation re-checking on every merge
  • PR description alignment against team templates and conventions
  • Scoped GitHub App access with no auto-merging
What makes it different
  • All data processing happens in your browser with no server uploads
  • Opens very large files by reading only the bytes you view
  • No installation, account or login required
  • Comprehensive articles explaining data format specifications
  • Source-backed documentation stays in sync with actual code through continuous drift detection
  • Never auto-merges; all documentation changes require human review and approval
  • Provides MCP context to reduce agent rediscovery and give AI tools accurate codebase knowledge
  • Friday Cleanup batches weekly documentation fixes into one reviewable PR
  • Free plan with no credit card required to test on one real repository
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet no change since last check33 no change since last check
Trust Flow (Majestic)05
Citation Flow (Majestic)2237
Referring domains (Majestic)20357

4 details filled in for both companies.

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