F
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qualityC
maintenanceAn MCP server that gives models semantic context about a data warehouse, including table meaning, units, lineage, and health, to reduce guessing.
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"A resource for understanding Claude's context window and how it works" matching MCP servers:
- AlicenseAqualityAmaintenance50 tools and 400 functions for working with Excel/.xlsx spreadsheets — read/write, recalculate formulas, diff, repair broken references, and audit. Built for AI agents.503765MIT
- Alicense-qualityAmaintenanceA fast, safe MCP server for YNAB providing read-only budget access by default, with 28 tools for budgets, transactions, categories, payees, accounts, scheduled transactions, and server-computed analytics.MIT
- Alicense-qualityDmaintenanceMCP server that connects AI assistants to Redash, enabling listing of assets, read-only query execution, dashboard inspection, and alert management through the Redash API.MIT
- Flicense-qualityDmaintenanceEnables 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.
- AlicenseBqualityDmaintenanceA Model Context Protocol server that transforms text into structured JSON data using templates with placeholders.21MIT
- Alicense-qualityCmaintenance基于Model Context Protocol (MCP) 的A股实时行情查询服务器，支持查询A股实时价格、历史K线数据、财务信息及市场概况。8MIT
- Alicense-qualityCmaintenanceA Windows-optimized server providing universal data analytics for JSON and CSV files through over 32 tools including schema discovery and interactive visualizations. It is specifically designed for seamless integration with Claude Desktop on Windows.1MIT
- Flicense-qualityDmaintenanceEnables natural language-powered ETL workflows using Airflow, AWS Glue, Athena, and S3, allowing LLM agents to control and monitor data infrastructure.
- Flicense-qualityDmaintenanceEnables users to preprocess, analyze, and visualize CSV data through comprehensive tools for data manipulation, statistical analysis, and graph generation.3
- AlicenseAqualityAmaintenanceAn MCP server that lets Large Language Models interact with Stata software to perform regression analysis and other statistical operations.4236AGPL 3.0
- AlicenseCqualityCmaintenanceProvides a standardized way for MCP clients to interact with Apache Airflow's REST API, supporting operations like DAG management and monitoring Airflow system health.68173MIT
MCP Server for Apacheofficial
Alicense-qualityCmaintenanceA FastMCP integration server that provides access to Apache Gravitino metadata management APIs, allowing users to manage catalog/schema/table metadata, tags, and user-role information through a structured interface.23Apache 2.0- Alicense-qualityCmaintenanceAn MCP server for controlling Apache Airflow 3 via its REST API, enabling operations like DAG management, task monitoring, and more through natural language.MIT
- Alicense-qualityFmaintenanceEnables LLMs to interact with Google Analytics 4 data through the Google Analytics Data API, supporting standard reports, real-time data, and metadata retrieval.19MIT
- Alicense-qualityDmaintenanceEnables 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
- Alicense-qualityCmaintenanceThis server facilitates scalable discovery and execution of OpenAPI endpoints using semantic search and high-performance processing, overcoming limitations of large spec handling for streamlined API interactions.82MIT
- Alicense-qualityCmaintenanceExposes 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
- Alicense-qualityDmaintenanceA bridge that allows AI agents to access and manipulate Odoo ERP data through a standardized Model Context Protocol interface, supporting partner information, accounting data, financial records reconciliation, and invoice queries.14MIT
- Alicense-qualityDmaintenanceEnables 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