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GET /v1/servers — MCP directory API reference- 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.502785MIT
- AlicenseNot gradedqualityCmaintenance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
- AlicenseNot gradedqualityAmaintenanceA 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
- AlicenseNot gradedqualityDmaintenanceMCP 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
- FlicenseNot gradedqualityDmaintenanceEnables natural language-powered ETL workflows using Airflow, AWS Glue, Athena, and S3, allowing LLM agents to control and monitor data infrastructure.

MCP Server for Apacheofficial
AlicenseNot gradedqualityCmaintenanceA 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- AlicenseNot gradedqualityCmaintenanceA 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
- AlicenseNot gradedqualityDmaintenanceEnables 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
- AlicenseAqualityCmaintenanceMinimalistic MCP server that lets AI assistants inspect, quality-check, and clean CSV datasets through tools, resources, and prompts, without needing local file access.6MIT
- AlicenseCqualityDmaintenanceProvides a standardized way for MCP clients to interact with Apache Airflow's REST API, supporting operations like DAG management and monitoring Airflow system health.68177MIT
- AlicenseNot gradedqualityCmaintenanceAn MCP server for controlling Apache Airflow 3 via its REST API, enabling operations like DAG management, task monitoring, and more through natural language.MIT
- AlicenseNot gradedqualityFmaintenanceEnables LLMs to interact with Google Analytics 4 data through the Google Analytics Data API, supporting standard reports, real-time data, and metadata retrieval.19MIT
- AlicenseNot gradedqualityCmaintenanceThis 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
- AlicenseNot gradedqualityDmaintenanceEnables 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
- AlicenseNot gradedqualityCmaintenanceAn MCP Server for controlling Airflow via Airflow APIs.MIT
- AlicenseNot gradedqualityCmaintenanceA Model Context Protocol server for controlling Airflow 3 via Airflow APIs.MIT
- FlicenseNot gradedqualityDmaintenanceEnables users to preprocess, analyze, and visualize CSV data through comprehensive tools for data manipulation, statistical analysis, and graph generation.3
- -licenseNot gradedqualityNot gradedmaintenanceThis server enables multi-agent conversations for interacting with Cirro's biological data platform through its OpenAPI interface, auto-generated using AG2's MCP builder.
- AlicenseAqualityBmaintenanceWeb extraction MCP server for AI agents. Extract structured data from any URL with built-in Cloudflare bypass, JavaScript rendering, and intelligent parsing. Returns clean markdown or JSON.57942MIT