MCP Servers

quarkus-mcp-server

Quarkus MCP Server extension enables easy implementation of Model Context Protocol server features for seamless LLM integration.

Implement MCP server features in Quarkus applications

Expose structured data sources to LLMs

aws-cost-explorer-mcp-server

aarora7999

MCP server providing AWS Cost Explorer and Bedrock usage data via secure API calls.

Retrieve detailed AWS spend data for cost analysis

Access Amazon Bedrock model invocation logs via CloudWatch

MCP2Lambda

danilop99

Invoke AWS Lambda functions as LLM tools seamlessly via MCP integration.

Invoke AWS Lambda functions directly from LLM workflows

Integrate serverless AWS functions into AI-driven automation

ProxmoxMCP

canvrno99

Python MCP server for managing Proxmox nodes, VMs, and containers securely.

Manage Proxmox nodes and virtual machines programmatically

Execute console commands on VMs via MCP interface

manim-mcp-server

abhiemj98

Execute Manim Python scripts to generate and return animated videos via MCP.

Render Manim animations from Python scripts on demand

Generate educational math animations dynamically

edgeone-pages-mcp

TencentEdgeOne98

Deploy HTML content to EdgeOne Pages with public URL generation.

Deploy static HTML pages to EdgeOne Pages quickly

Upload entire folders of web content for hosting

k8s-mcp-server

alexei-led97

Securely execute Kubernetes commands via AI with kubectl, helm, istioctl, and argocd.

Manage Kubernetes clusters using natural language commands

Automate deployment workflows with helm and argocd via AI

python-mcp-server-client

GobinFan97

Python MCP server supporting stdio and SSE protocols for major agent frameworks.

Query technical documentation of major agent frameworks via MCP

Connect AI models to external data sources using standardized protocols

kicad-mcp

lamaalrajih97

Cross-platform MCP server providing KiCad PCB design context to LLMs.

Expose KiCad PCB design data to LLMs for intelligent querying

Enable natural language commands to modify or analyze PCB projects

mcp-server-example

alejandro-ao97

Educational MCP server example for searching documentation with LLM integration.

Implement a basic MCP server for documentation search

Learn MCP server architecture and integration with LLM clients

mcp-text-editor

tumf96

MCP Text Editor Server offers efficient, line-oriented text file editing via a standardized API, optimized for LLMs to minimize token usage.

Edit text files line-by-line with minimal token usage

Integrate text editing into LLM-powered coding assistants

mindmap-mcp-server

YuChenSSR96

MCP server converting Markdown content into interactive mindmaps for visualization.

Convert Markdown files into interactive mindmaps for visualization

Integrate mindmap generation into MCP-enabled documentation tools

mcp-google-sheets

xing596

MCP server bridging AI with Google Sheets for spreadsheet automation and editing.

Create new Google Sheets from AI prompts

Modify existing spreadsheets with AI-driven updates

deep-research-mcp

Ozamatash96

AI-powered MCP server for deep, iterative research and comprehensive report generation.

Generate comprehensive research reports on complex topics

Automate iterative web searches and data aggregation

deep-research-mcp

Ozamatash96

AI-powered MCP server for deep, iterative research and comprehensive report generation.

Generate comprehensive research reports on complex topics

Iteratively refine research queries using AI and web data