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"Understanding Code Relationships and Dependencies" matching MCP servers:

  • pizza-analytics

    ferrerj
    A
    license
    -
    quality
    C
    maintenance
    Exposes local DuckDB pizza sales data as MCP tools for querying store-level and total sales metrics via natural language, enabling local LLMs to perform real-time analytical queries.
    MIT

  • Databases MCP Server (Access

    Carltk
    A
    license
    -
    quality
    D
    maintenance
    Enables AI to interact with Microsoft Access (.mdb, .accdb) and SQLite 3 databases, including read-only support for Access 97 databases. Supports executing SQL queries, importing/export data from CSV and Excel files, and storing notes about database files.
    MIT

  • Stock Market Data and

    accelizero
    F
    license
    -
    quality
    D
    maintenance
    Provides stock market data and computes technical indicators like EMA, MACD, and RSI across multiple timeframes using the LongPort API and TA-Lib. It enables users to perform detailed financial analysis and multi-timeframe market reviews through standard MCP tools.

  • JSON Mapping & Context MCP

    Bablu-singh
    F
    license
    -
    quality
    D
    maintenance
    Enables schema-aware exploration of JSON data by uploading samples, flattening nested structures, and using heuristic search with token overlap and fuzzy matching to find field paths for target names, accelerating ETL and API onboarding workflows.

  • 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

  • FileMaker MCP Server

    ta-toshio
    F
    license
    B
    quality
    D
    maintenance
    Enables read-only access to FileMaker databases through the Data API, allowing users to retrieve records, analyze metadata, search across layouts, and infer relationships while maintaining data security.
    16
  • 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.
    12
    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

  • 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

  • chatExcel

    Lillard01
    A
    license
    -
    quality
    F
    maintenance
    A Model Context Protocol server for intelligent Excel processing and data analysis, offering tools for reading, validating, executing code, and generating interactive visualizations with Excel files.
    226
    MIT