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Syntitan

Claude connectorCommunity

Score, refine, and reproduce AI-ready data

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The Syntitan MCP server helps teams check whether enterprise data is ready for AI use. Connect a dataset from Claude to get a six-axis readiness score, review what blocks AI use in plain language, and refine what needs attention. Syntitan saves the refined data as a versioned release, so results can be compared, reproduced, and traced back to the exact data state used.

Key features:

  • Score AI readiness - Check a dataset across six readiness dimensions and see what blocks AI use.
  • Prepare data for AI execution - Refine missing, inconsistent, or hard-to-use data conditions before running AI workflows.
  • Reproduce released data states - Save the prepared state as a release and return to it when results need to be checked.
Tools
12

exposed by this connector

Movement

From our daily snapshots over the last 30 days.

Rank by popularity

#1883of 7,2948places down24h153places down7d
#1,311#1,467#1,623#1,779#1,935Sep 27Oct 3Oct 9Oct 15Oct 21Oct 26

Rank by trending score

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Popularity score

8,379024h−57d
8,3148,3418,3688,395Sep 27Oct 3Oct 9Oct 15Oct 21Oct 26

Trending score

——24h—7d
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In its categories

How this connector compares with others in the same category. Positions are counted within the category, not across the whole directory.

Productivity983rd of 4,005 by popularity · not ranked by trending score
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Data analytics654th of 2,740 by popularity · not ranked by trending score
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Developer tools304th of 1,310 by popularity · not ranked by trending score
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Tools

  • estimate_dataset_run
  • get_ai_readiness_detail
  • get_ai_readiness_summary
  • get_column_profile
  • get_dataset_history
  • get_dataset_run_options
  • get_dataset_run_status
  • get_dataset_sample_rows
  • get_dataset_schema
  • get_diagnosis_guide
  • list_datasets
  • start_dataset_run
Categories
Made by
CUBIG · Website
Sign-in
Required
Connector URL
https://mcp.syntitan.ai/mcp
Transport
Streamable HTTP
Works with
Claude, Claude API, Claude Code, Claude Desktop
Department
Data
Added
July 10, 2026
More info
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