"Managing an AWS Environment" matching MCP servers:

• Tenzir MCP Server

  fastmcp-me

  A

  license

  A

  quality

  D

  maintenance

  An MCP server that enables AI assistants to interact with Tenzir, a data pipeline engine for security operations, including executing pipeline queries, managing OCSF schemas, and generating parsers.

  Last updated 2025-12-24

  15

  Apache 2.0

• 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.

  Last updated 2026-07-28

  50

  350

  5

  MIT

• PySpark MCP Server

  AnnasMazhar

  A

  license

  A

  quality

  B

  maintenance

  Assists with SQL dialect transpilation, PySpark code optimization, and AWS Glue integration for data engineering tasks.

  Last updated 2026-07-27

  14

  MIT
• 

  coalesce-transform-mcpofficial

  Coalesce-Software-Inc

  A

  license

  A

  quality

  A

  maintenance

  MCP server for Coalesce that manages nodes, pipelines, environments, jobs, and runs, and enables project validation, DDL/DML preview, deployment planning, and cloud environment application.

  Last updated 2026-07-03

  100

  195

  2

  MIT
• 

  dltHub-AI-workbenchofficial

  dlt-hub

  F

  license

  A

  quality

  B

  maintenance

  It gives Claude Code, Cursor, and Codex structured workflows and an MCP server for building data pipelines with dlt - covering REST API ingestion, transformations, data quality, and exploration.

  Last updated 2026-07-17

  17

  52

• Malloy MCP Server

  namabile

  A

  license

  A

  quality

  D

  maintenance

  An MCP server for executing Malloy queries and managing Malloy resources.

  Last updated 2025-03-31

  5

  2

  MIT

• dataverse-mcp-server

  rededis

  A

  license

  A

  quality

  C

  maintenance

  MCP server for Microsoft Dataverse API with safe-by-default configuration. Works with any Dataverse / Dynamics 365 environment.

  Last updated 2026-06-16

  23

  26

  7

  MIT

• HybridHub

  zq940222

  F

  license

  A

  quality

  -

  maintenance

  Enables unified access to both structured databases (PostgreSQL, MySQL, SQLite, etc.) and unstructured object storage (AWS S3, Alibaba OSS, Huawei OBS, etc.) through a single interface.

  Last updated 2025-12-12

  7

• Hunter.io MCP Server

  Meerkats-Ai

  F

  license

  A

  quality

  D

  maintenance

  An MCP server that integrates with Hunter.io API to find and verify email addresses using domain and name information.

  Last updated 2026-05-17

  5
• 

  Fivetran MCP Serverofficial

  fivetran

  A

  license

  B

  quality

  C

  maintenance

  Enables you to interact with your Fivetran environment through natural language, supporting read-only queries about connections and syncs, and write operations like updating sync frequency when enabled.

  Last updated 2026-07-25

  77

  21

  MIT

• MCP CSV Analysis with Gemini

  falahgs

  F

  license

  B

  quality

  D

  maintenance

  An MCP server that enables advanced CSV analysis and data visualization using Google's Gemini AI and Plotly. It allows users to perform exploratory data analysis, generate interactive charts, and conduct complex reasoning on tabular data.

  Last updated 2025-04-12

  3

  2
• 

  MOSTLY AI MCP Serverofficial

  mostly-ai

  A

  license

  -

  quality

  C

  maintenance

  Enables LLM agents to interact with the MOSTLY AI Platform for generating synthetic data, including training generators, managing data connectors, executing queries, and generating synthetic datasets with OAuth 2.1 authentication.

  Last updated 2026-01-12

  2

  Apache 2.0
• 

  @tailor-platform/tailor-mcpofficial

  tailor-platform

  A

  license

  -

  quality

  D

  maintenance

  MCP server for managing Tailor Platform resources via tools like create, update, destroy, and search resources, as well as GraphQL queries.

  Last updated 2026-05-08

  28

  8

  ISC

• Excel Tools MCP

  glosc-ai

  A

  license

  -

  quality

  D

  maintenance

  An MCP server for reading, writing, and analyzing Excel files using Python, pandas, and openpyxl. It enables tasks such as managing multiple worksheets, performing structural data analysis, and creating new files from JSON data.

  Last updated 2026-01-27

  MIT

• amazon-ads-mcp-server

  MarketplaceAdPros

  A

  license

  -

  quality

  F

  maintenance

  amazon-ads-mcp-server

  Last updated 2025-05-21

  30

  29

  MIT

• superset-mcp

  Winding2020

  A

  license

  -

  quality

  D

  maintenance

  A Model Context Protocol (MCP) server for managing Apache Superset datasets, metrics, and SQL queries.

  Last updated 2026-01-30

  108

  24

  MIT

• Agent Data Bridge

  AriaScarlet132

  A

  license

  -

  quality

  D

  maintenance

  An MCP server that provides data bridging from Spring Boot interfaces and a lightweight Python sandbox for script execution. It enables agents to fetch data as Markdown or Parquet files and perform automated data analysis within a controlled environment.

  Last updated 2026-01-16

  MIT

• dbt-insight-mcp-server

  RyutoYoda

  A

  license

  -

  quality

  D

  maintenance

  A Model Context Protocol server for managing and executing dbt Cloud jobs via Claude, with search, run history, and job triggering capabilities, including safety confirmations.

  Last updated 2025-10-22

  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。

  Last updated 2025-09-24

  6

  MIT

• Hevo MCP Server

  felixjoy89hevo

  A

  license

  -

  quality

  C

  maintenance

  Enables managing Hevo Data pipelines from Claude Code, including listing, creating, enabling, disabling, resyncing, and updating pipeline and source configurations.

  Last updated 2026-07-13

  MIT