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"Understanding Code Relationships or Dependencies" matching MCP servers:

  • mcp-compress

    ShipItAndPray
    A
    license
    A
    quality
    C
    maintenance
    Data compression MCP server with auto-algorithm selection (gzip, brotli, deflate). 7 tools for compress, decompress, analyze, store, retrieve, list, and stats. Achieves 60x compression on docs, 30x on SQL. Lossless round-trip verified. Zero dependencies.
    9
    2
    MIT

  • MCP Server RubyGems

    6
    F
    license
    A
    quality
    D
    maintenance
    A Model Context Protocol server that allows interaction with the RubyGems.org API to fetch metadata about Ruby packages, search gems, and explore dependencies and ownership information.
    6
    1

  • insight-blueprint

    etoyama
    A
    license
    B
    quality
    A
    maintenance
    A Python MCP server for hypothesis-driven data analysis, managing analysis designs, data catalogs, and review workflows through Claude Code or any MCP-compatible client.
    18
    MIT

  • Fusion MCP Server

    FallseF
    F
    license
    C
    quality
    D
    maintenance
    Enables AI to analyze and transform data using fusion algorithms with statistical, machine learning, or hybrid methods. Provides seamless data format conversion and enhanced analytical capabilities through the Model Context Protocol.
    2
  • Alkemi MCP Server by alkemi-ai

    Alkemi MCP Serverofficial

    alkemi-ai
    A
    license
    -
    quality
    D
    maintenance
    Connects MCP clients to databases like Snowflake, BigQuery, and Databricks through Alkemi's data platform, enabling natural language database queries with proper schema understanding and metadata management for consistent team-wide access.
    14
    4
    MIT
  • Bigeye MCP Server by bigeyedata

    Bigeye MCP Serverofficial

    bigeyedata
    F
    license
    -
    quality
    B
    maintenance
    Enables interaction with the Bigeye Data Observability platform to query data quality issues, analyze data lineage and dependencies, track AI agent data access patterns, and perform root cause analysis for data issues.

  • PBIXRay MCP Server

    GuyenSoto
    A
    license
    -
    quality
    D
    maintenance
    Enables LLM clients to analyze and interact with Power BI (.pbix) files, providing access to data models, DAX measures, Power Query code, table relationships, and data contents through natural language.
    MIT

  • nameplate

    dannyheskett
    A
    license
    -
    quality
    C
    maintenance
    Parses unstructured US contact strings into structured name and address components. Supports automatic detection of input type (name, address, or contact) and optional enhancement using a US street database.
    BSD 3-Clause

  • ibkr-mcp-server

    patrickpxp
    A
    license
    -
    quality
    F
    maintenance
    Expose IBKR account data, portfolio positions, orders, executions, contracts, and market data snapshots via MCP to Claude or Codex.
    8
    MIT

  • PBIXRay MCP Server

    ngoc0610
    A
    license
    -
    quality
    D
    maintenance
    Enables LLMs to analyze and interact with Power BI (.pbix) files through PBIXRay capabilities. Provides access to data models, DAX measures, Power Query code, table relationships, and data contents with configurable tools and pagination support.
    1
    MIT

  • Latentmachine MCP Server

    Kumagaizo
    A
    license
    -
    quality
    B
    maintenance
    Provides deterministic tools for understanding, transforming, and verifying structured data via MCP, enabling rule inference from examples and verification of transformed records.
    MIT

  • run-sql-connectorx

    gigamori
    A
    license
    -
    quality
    C
    maintenance
    Executes SQL queries via ConnectorX and streams results to CSV or Parquet files, supporting multiple databases and optional token counting for CSV output.
    1
    MIT

  • Microsoft Fabric MCP Server

    Jasuni69
    F
    license
    -
    quality
    D
    maintenance
    A Python MCP server that lets you manage Microsoft Fabric through natural language in Claude Code or Claude Desktop, with 77+ tools covering workspaces, lakehouses, warehouses, SQL, DAX, semantic models, notebooks, pipelines, OneLake, and Microsoft Graph.

  • PyAirbyte MCP Server

    quintonwall
    F
    license
    -
    quality
    D
    maintenance
    Generates complete PyAirbyte data pipeline code and setup instructions for moving data between 600+ Airbyte source and destination connectors or to Pandas DataFrames, using AI-powered context-aware guidance based on connector documentation.
    4