MCP Servers

mcp-server-kubernetes

Flux1591.5K

MCP Server enabling Kubernetes cluster management via structured commands and real-time context integration.

Manage Kubernetes clusters via AI-driven commands

Automate deployment and scaling operations

mcp-windbg

svnscha1.5K

MCP server enabling AI-driven Windows crash dump analysis via WinDBG.

Perform AI-assisted triage of Windows crash dumps

Execute WinDBG commands via natural language requests

mcp

BrowserMCP1.5K

Local AI-powered browser automation server with privacy and stealth features.

Automate web browsing tasks using AI commands

Control browser sessions while maintaining login states

mcp-atlassian

sooperset1.4K

MCP server integrating Atlassian tools like Jira and Confluence for AI-powered updates, search, and issue management.

Automatically update Jira issues from meeting notes

Perform AI-powered search and summarization in Confluence

ros-mcp-server

robotmcp1.4K

Transforms natural language commands into ROS/ROS2 robot control instructions.

Convert user natural language commands into ROS/ROS2 robot instructions

Enable LLM-driven control of robots in complex environments

mysql_mcp_server

designcomputer1.4K

Secure MySQL MCP server enabling structured, safe AI-driven database interaction and querying.

List MySQL database tables for AI context

Read and retrieve MySQL table data securely

claude-code-mcp

steipete1.3K

One-shot MCP server enabling direct, permission-bypassed Claude Code execution.

Run Claude Code with permissions bypassed for unrestricted execution

Enable LLMs to perform complex multi-step code edits

mcp-gsc

AminForou1.3K

Google Search Console MCP server enabling SEO data analysis via Claude AI chat.

View and manage all Google Search Console properties in one interface

Retrieve verification and site information for SEO properties

codemcp

ezyang1.3K

AI-powered coding assistant server enabling direct code edits and tests via Claude Desktop.

Directly edit codebase files via natural language commands

Run automated tests triggered by AI instructions

web-eval-agent

refreshdotdev1.2K

Autonomous MCP server for debugging and evaluating web applications in real-time.

Autonomously test web app functionality end-to-end

Capture and analyze network traffic during web app usage

jupyter-mcp-server

datalayer1.2K

MCP server enabling LLM interaction with Jupyter notebooks in JupyterLab.

Enable LLMs to read and analyze Jupyter notebook content

Allow AI models to modify and execute notebook cells

azure-mcp

Azure1.2K

Azure MCP Server connects AI agents to Azure services like Storage and Cosmos DB.

Connect AI agents to Azure Storage for data retrieval

Enable AI-driven queries on Cosmos DB data

google-calendar-mcp

nspady1.2K

Google Calendar MCP server enabling LLMs to manage and analyze calendar events dynamically and interactively.

Create and update Google Calendar events via LLM commands

Extract event details from images to add to calendar

12306-mcp

Joooook1.1K

12306 ticket search server leveraging Model Context Protocol for real-time queries.

Query real-time train ticket availability from 12306

Integrate 12306 ticket search into AI-powered travel assistants

modelcontextprotocol

ppl-ai1.1K

MCP server enabling real-time web search via Perplexity API integration.

Enable live web search within MCP-enabled LLM workflows

Provide real-time research data to AI assistants