"A search engine for finding information on the web" matching MCP servers:

• AdvancedCalc Engine

  surajpanwar

  A

  license

  -

  quality

  B

  maintenance

  Provides secure, agentic Excel analysis and calculation capabilities, enabling users to inspect workbook structure, perform statistical computations, write formulas, and generate outputs through whitelisted MCP tools with audit trails and backups.

  Updated 3 hours ago (2026-08-14 14:52 UTC)

  MIT

• xlsx-for-ai

  senoff

  A

  license

  A

  quality

  A

  maintenance

  50 tools and 400 functions for working with Excel/.xlsx spreadsheets — read/write, recalculate formulas, diff, repair broken references, and audit. Built for AI agents.

  Updated 2 days ago (2026-08-12 07:45 UTC)

  50

  376

  5

  MIT

• MCP for YNAB

  walensis-labs

  A

  license

  -

  quality

  A

  maintenance

  A 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.

  Updated 2 days ago (2026-08-12 19:54 UTC)

  MIT

• mcp-for-redash

  Ashuqwe

  A

  license

  -

  quality

  D

  maintenance

  MCP server that connects AI assistants to Redash, enabling listing of assets, read-only query execution, dashboard inspection, and alert management through the Redash API.

  Updated 5 months ago (2026-03-23 10:06 UTC)

  MIT

• A股实时行情MCP服务器

  Llldmiao

  A

  license

  -

  quality

  C

  maintenance

  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。

  Updated a year ago (2025-09-24 15:51 UTC)

  8

  MIT

• Quick Data for Windows MCP

  Beaulewis1977

  A

  license

  -

  quality

  C

  maintenance

  A 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.

  Updated a year ago (2025-06-16 15:46 UTC)

  1

  MIT

• MCP Server for ETL

  atharvpatwardhan

  F

  license

  -

  quality

  D

  maintenance

  Enables natural language-powered ETL workflows using Airflow, AWS Glue, Athena, and S3, allowing LLM agents to control and monitor data infrastructure.

  Updated a year ago (2025-07-28 22:40 UTC)
• 

  MCP Server for Apacheofficial

  datastrato

  A

  license

  -

  quality

  C

  maintenance

  A 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.

  Updated a year ago (2025-07-03 02:02 UTC)

  23

  Apache 2.0

• Disco

  leap-laboratories

  A

  license

  A

  quality

  B

  maintenance

  Superhuman data-driven science. Allows agents to upload any tabular dataset, specify a target column, and get validated predictive patterns (with p-values, effect sizes, and context from literature) that surface feature interactions and subgroup effects you'd otherwise miss. Many discoveries already made, free for open data!

  Updated a day ago (2026-08-13 14:24 UTC)

  14

  7

  MIT

• Stata-MCP

  SepineTam

  A

  license

  A

  quality

  A

  maintenance

  An MCP server that lets Large Language Models interact with Stata software to perform regression analysis and other statistical operations.

  Updated 10 hours ago (2026-08-14 07:13 UTC)

  4

  243

  AGPL 3.0

• MCP Server for Apache Airflow

  yangkyeongmo

  A

  license

  C

  quality

  C

  maintenance

  Provides a standardized way for MCP clients to interact with Apache Airflow's REST API, supporting operations like DAG management and monitoring Airflow system health.

  Updated 5 months ago (2026-03-03 13:24 UTC)

  68

  173

  MIT

• airflow-mcp-server

  MO-Umer977

  A

  license

  -

  quality

  C

  maintenance

  An MCP server for controlling Apache Airflow 3 via its REST API, enabling operations like DAG management, task monitoring, and more through natural language.

  Updated 18 days ago (2026-07-27 21:07 UTC)

  MIT

• MCP Server for Google

  harshfolio

  A

  license

  -

  quality

  F

  maintenance

  Enables LLMs to interact with Google Analytics 4 data through the Google Analytics Data API, supporting standard reports, real-time data, and metadata retrieval.

  Updated a year ago (2025-03-29 09:38 UTC)

  19

  MIT

• 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.

  Updated a year ago (2025-07-05 15:20 UTC)

  MIT

• MCP-Odoo

  yourtechtribe

  A

  license

  -

  quality

  D

  maintenance

  A 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.

  Updated a year ago (2025-05-01 19:00 UTC)

  14

  MIT

• airflow-mcp-server

  MehrozeKhan73

  A

  license

  -

  quality

  C

  maintenance

  An MCP Server for controlling Airflow via Airflow APIs.

  Updated 18 days ago (2026-07-27 23:12 UTC)

  MIT

• airflow-mcp-server

  Adriandecode

  A

  license

  -

  quality

  C

  maintenance

  A Model Context Protocol server for controlling Airflow 3 via Airflow APIs.

  Updated 16 days ago (2026-07-29 21:45 UTC)

  MIT

• SemanticOps MCP

  maxanatsko

  F

  license

  -

  quality

  A

  maintenance

  Enables AI assistants to read and modify Power BI Desktop files programmatically, including querying models, creating measures, and managing relationships through natural language.

  Updated a day ago (2026-08-13 14:29 UTC)

  255

• visualizer-mcp

  The-Walker443

  F

  license

  -

  quality

  B

  maintenance

  MCP server that archives Decent DE1 espresso shots from Visualizer.coffee into SQLite and provides analysis tools for shots, beans, and profiles via MCP.

  Updated 13 days ago (2026-08-01 14:13 UTC)

• MCP Server for Cirro Data

  NorahZager

  -

  license

  -

  quality

  -

  maintenance

  This server enables multi-agent conversations for interacting with Cirro's biological data platform through its OpenAPI interface, auto-generated using AG2's MCP builder.

  Updated a year ago (2025-06-03 03:57 UTC)