AI & ML

Enables comprehensive benchmarking and performance monitoring of OpenShift clusters using OVN-Kubernetes networking through automated data collection, AI-powered analysis, and report generation. Provides intelligent insights into cluster performance, bottleneck detection, and optimization recommendations.

A comprehensive Data Platform server that enables seamless integration between PostgreSQL databases and MinIO object storage, with AI-powered natural language query capabilities.

A robust BigQuery interface featuring read-only SQL execution, intelligent result caching via Supabase, and AI-powered schema tracking and optimization recommendations.

Enables interaction with Metasploit Framework for authorized security testing, including exploit searches, payload management, network scanning with nmap, and database operations for penetration testing workflows.

A collection of MCP servers for Kali Linux that empower AI Agents in reverse engineering and security testing, providing network analysis, target sniffing, traffic analysis, binary understanding, and automation capabilities.

A comprehensive MCP server for Obsidian vault management that enables full CRUD operations, template-based note creation, and advanced search and discovery of links, tags, and content.

A server that enables control of smart home devices through the Jenius AI agent system, connecting to Home Assistant to manage devices like Xiaomi air purifiers and smart speakers.

Provides AI agents with a learning-based knowledge management system that stores, retrieves, and automatically relates knowledge using embeddings, with Git-based version control and Obsidian compatibility.

MCP (Model Context Protocol) Server. Enables semantic documentation search and retrieval using vector databases, allowing for URL extraction, source management, and indexing queues with support for multiple embedding providers including Ollama and OpenAI.

An intelligent web search and analysis server that combines SearXNG searching with Creeper crawling and LLM summarization. It features smart domain filtering and categorization to process web content efficiently without exceeding token limits.

A TypeScript-based Model Context Protocol toolkit that enables AI to interact with code files, manage translations, build projects, and search for files and code content.

An MCP server that provides real-time access to Chainlink's decentralized on-chain price feeds, optimized for seamless integration into AI agents and autonomous systems.

Provides tools for evaluating and benchmarking AI explanation methods through a standard interface that can be used with AI assistants and MCP-compatible applications.

A powerful AI-driven tool that helps developers create beautiful, modern UI components instantly through natural language descriptions.

A specialized MCP server that provides natural language search and detailed metadata retrieval for KiCad component libraries using a high-performance SQLite FTS5 index.

Enables LLMs to execute Kali Linux security tools like nmap, sqlmap, and hydra in a secure, sandboxed environment. Provides both MCP and HTTP API interfaces for penetration testing and security assessment tasks.

A Linear integration for MCP that enables AI models to manage the full issue lifecycle, including creating, updating, searching, and commenting on tickets directly within their workflow.

A specialized MCP server for Coreflux MQTT brokers that allows AI assistants to manage permission rules, routes, models, and actions, while also generating LOT code from natural language.

A modular tool that combines RAG-based retrieval with Pinecone vector storage to create intelligent assistants capable of answering domain-specific questions from your knowledge base.

Provides an MCP server that allows AI assistants to interact with Obsidian vaults, enabling reading/writing notes, managing metadata, searching content, and working with daily notes.

A Model Context Protocol (MCP) based search API server that provides standardized access to Google Maps, Google Flights, Google Hotels and other services. This server enables AI assistants to access various search services through a unified interface.

KawaFi is a comprehensive MCP server for the Hedera DeFi ecosystem, offering 36 tools for data analytics and transaction management across platforms like SaucerSwap, Bonzo Finance, and Stader.

A high-performance MCP server that connects local LLMs to a private SearXNG instance for secure, concurrent web searches with advanced domain and time filtering.

A Model Context Protocol server enabling AI assistants to interact with TriliumNext notes, providing tools for creating, searching, reading, and updating notes in your knowledge base.

Provides Ethereum blockchain data tools via Etherscan's API, enabling users to check balances, view transactions, track token transfers, fetch contract ABIs and code, monitor gas prices, and resolve ENS names.

MCP (Model Context Protocol) Server. Enables AI models to interact with a multi-chain trading simulator API for executing trades, checking balances, retrieving token prices, and monitoring portfolio performance across Solana and Ethereum blockchains.

A privacy-focused metasearch MCP server that enables Claude to perform web, news, and media searches across 100+ engines using a self-hosted SearXNG instance without tracking.

A sample implementation of Model Context Protocol server using Next.js and the Vercel MCP Adapter, allowing developers to create custom AI agent backends with tools, prompts, and resources.

Enables comprehensive system monitoring and diagnostics through 18 tools that provide detailed information about CPU, memory, disk usage, network interfaces, running processes, battery status, hardware details, and temperature monitoring. Allows users to query system information and performance metrics through natural language interactions.

A comprehensive MCP server that bridges GoHighLevel's CRM ecosystem with AI models, exposing over 260 tools for managing contacts, messaging, sales opportunities, e-commerce, and marketing automation.