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how-to-normalize-a-database MCP tools

Production-ready MCP servers that extend AI capabilities through file access, database connections, APIs, and contextual services.

71,107 tools. Last updated 2026-02-09 15:09
  • Analyze SQL queries to retrieve their execution plan, providing insights into how the Firebird database processes and optimizes the query structure.
    MIT
  • Normalize per-cell counts to a consistent total, either by median or a specified target sum. Optionally exclude highly expressed genes and apply adjustments to specific layers in single-cell RNA sequencing data.
    BSD 3-Clause
  • Validate and normalize gene identifiers (GENCODE IDs or gene symbols) for accurate genomics data analysis in GTEx Portal queries.
  • Normalize and restructure raw prompts for clarity and consistency. Adjust formatting, tighten language, and preflight prompts for optimal use in code or general contexts.
    MIT

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