"SemVer" matching MCP servers:

• 

  Cumulocity MCP Serverofficial

  Cumulocity-IoT

  A

  license

  -

  quality

  C

  maintenance

  Enables interaction with Cumulocity IoT platform for device management, measurements, and alarm monitoring. Supports filtering devices, retrieving measurements with time-based queries, and accessing active alarms through natural language.

  Last updated 2025-08-03

  8

  Apache 2.0
• 

  Azure Analysis Services MCPofficial

  CDataSoftware

  A

  license

  -

  quality

  D

  maintenance

  Azure Analysis Services MCP Server by CData

  Last updated 2025-10-18

  MIT
• 

  SQLite Cloud MCP Serverofficial

  sqlitecloud

  A

  license

  -

  quality

  C

  maintenance

  Enables AI models to interact with SQLite Cloud databases, supporting SQL queries, schema management, and performance analysis.

  Last updated 2025-05-15

  28

  1

  MIT

• Remote MCP Server on

  marcelxv

  A

  license

  -

  quality

  C

  maintenance

  Enables deploying and connecting to MCP servers on Cloudflare Workers with OAuth login, allowing remote access to tools via MCP clients like Claude Desktop.

  Last updated 2025-06-14

  307

  MIT

• OpenShift MCP Server

  sanjaypsachdev

  A

  license

  -

  quality

  B

  maintenance

  Provides AI assistants with comprehensive OpenShift/Kubernetes cluster management capabilities through the oc CLI.

  Last updated 2026-06-25

  49

  1

  MIT

• FIWARE MCP Server

  dncampo

  A

  license

  -

  quality

  D

  maintenance

  A bridge between the Context Broker and other services, implementing basic operations for entity publishing, updating, and querying in FIWARE environments.

  Last updated 2025-11-24

  3

  Apache 2.0

• Math MCP Server

  unrealandychan

  A

  license

  -

  quality

  C

  maintenance

  Enables mathematical operations such as addition, subtraction, multiplication, and division through natural language, deployed on Google Kubernetes Engine with secure and scalable infrastructure.

  Last updated 2026-06-19

  MIT

• redshift-mcp-server

  davidalbertonogueira

  A

  license

  -

  quality

  B

  maintenance

  Enables secure, read-only access to Amazon Redshift data warehouses for AI assistants, allowing schema inspection, query execution, and data understanding.

  Last updated 2026-07-08

  46

  1

  MIT

• Azure Databricks Jobs MCP

  JanneMattila

  A

  license

  -

  quality

  C

  maintenance

  Exposes Azure Databricks Jobs tools (list, run, get output) with Entra ID authentication and OBO flow for per-user context.

  Last updated 2026-06-24

  MIT

• spanner-mcp-server

  catalyst-edu-llc

  A

  license

  -

  quality

  -

  maintenance

  Enables read-only SQL queries and schema introspection for Google Cloud Spanner, supporting both GoogleSQL and PostgreSQL dialects.

  Last updated 2026-07-24

  MIT

• BigQuery MCP Server

  takuya0206

  A

  license

  -

  quality

  D

  maintenance

  A Model Context Protocol server that enables LLMs to understand BigQuery dataset structures and execute SQL queries.

  Last updated 2025-04-02

  46

  5

  MIT

• Azure Updates MCP Server

  juyamagu

  A

  license

  -

  quality

  C

  maintenance

  Enables AI assistants to search and retrieve Azure service updates, retirements, and feature announcements using natural language queries with fast local caching.

  Last updated 2025-12-18

  MIT

• google-ads-mcp-server

  gomarble-ai

  A

  license

  -

  quality

  F

  maintenance

  A FastMCP-powered Model Context Protocol server for Google Ads API integration with automatic OAuth 2.0 authentication Connect Google Ads API directly to MCP Clients with seamless OAuth 2.0 authentication, automatic token refresh, GAQL querying, and keyword research capabilities.

  Last updated 2025-12-17

  139

  MIT

• mcp-server-template

  cosmonic-labs

  A

  license

  -

  quality

  C

  maintenance

  Template repository for building a WebAssembly component MCP server using wasmCloud.

  Last updated 2026-02-13

  1

  Apache 2.0

• Proxmox MCP Server

  NightSquawk

  A

  license

  -

  quality

  B

  maintenance

  MCP server for Proxmox VE and Proxmox Datacenter Manager, covering every API endpoint via six consolidated tools for list, describe, and call operations with a read-only safety gate.

  Last updated 2026-07-29

  28

  AGPL 3.0

• Inspektor Gadget MCP Server

  inspektor-gadget

  A

  license

  -

  quality

  C

  maintenance

  Debug your Container and Kubernetes workloads with an AI interface powered by eBPF

  Last updated 2026-07-21

  26

  Go

  Apache 2.0

• AWS Pricing MCP Server

  sebdroid

  A

  license

  -

  quality

  D

  maintenance

  An MCP server for accessing real-time AWS pricing information and providing cost analysis capabilities, with no AWS credentials required.

  Last updated 2026-02-13

  Apache 2.0

• python-openstackmcp-server

  openstack-kr

  A

  license

  -

  quality

  B

  maintenance

  Enables AI assistants to manage OpenStack cloud resources including compute, images, identity, network, and block storage via the Model Context Protocol.

  Last updated 2026-04-03

  20

  Apache 2.0

• Log Analytics MCP Server

  BandaruDheeraj

  A

  license

  -

  quality

  D

  maintenance

  A Model Context Protocol server that enables AI agents to query Azure Log Analytics workspaces using KQL.

  Last updated 2026-01-26

  MIT

• Spark SQL MCP Server

  aidancorrell

  A

  license

  -

  quality

  C

  maintenance

  An MCP server that enables AI assistants to query Spark SQL clusters via the Thrift/HiveServer2 protocol.

  Last updated 2026-03-26

  MIT