AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
esp32_nat_router
An AI-enabled NAT Router/Firewall for the ESP32
generative-ai
Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.
mcphub.nvim
An MCP client and hub for Neovim that integrates multiple MCP servers into the editor, supporting tools, resources, and prompts for popular AI plugins like Avante and CodeCompanion.
Dive
Dive is an open-source MCP host desktop application that acts as a central hub for integrating LLMs with MCP servers, featuring built-in local tools for file management and system execution.
zenfeed
A powerful AI-driven RSS hub and information processing center that uses MCP to bridge RSS feeds with LLMs, enabling automated summarization, monitoring, and daily reporting.
bifrost
Bifrost is a high-performance LLM gateway that provides a unified OpenAI-compatible API for over 15 providers with built-in MCP support for external tool calling.
Supermemory
A universal memory platform that allows users to collect, organize, and recall information across any LLM via the Model Context Protocol. It provides a centralized knowledge base that syncs personal data from various sources with optional self-hosting support.
Solana Agent Kit
A comprehensive MCP server that empowers AI agents to perform 60+ blockchain actions on Solana, including token deployment, NFT management, DeFi trading (swaps, perps, lending), and cross-chain bridging.
n8n
This MCP server provides tools and resources for AI assistants to manage n8n workflows and executions, including listing, creating, updating, and deleting workflows, as well as monitoring their execution status.
mcp-router
A unified desktop management application that acts as a router for MCP servers, allowing users to organize, toggle, and log requests for multiple local and remote MCP connections through a single interface.
pilot-shell
Claude Code is powerful. Pilot Shell makes it reliable. Start a task, grab a coffee, come back to production-grade code. Tests enforced. Context preserved. Quality automated.
iOS Simulator
A robust MCP server that allows AI models to control and interact with iOS Simulators via Facebook's IDB tool. It supports UI automation, accessibility inspection, media capture, and application lifecycle management for mobile development and QA.
mcp_agent_mail
A coordination and messaging layer for multi-agent coding workflows, featuring Git-backed mailboxes, persistent identities, advisory file reservations to prevent merge conflicts, and AI-powered project discovery.
rulego
A high-performance, embedded Go-based rule engine framework for orchestrating components to handle data filtering, transformation, and distribution in IoT, edge computing, and automation workflows.
Nx
Makes Nx's understanding of your codebase accessible to LLMs, providing insights into the codebase architecture, project relationships and runnable tasks thus allowing AI to make precise code suggestions.
mcp-language-server
A bridge that exposes Language Server Protocol (LSP) capabilities like code navigation, diagnostics, and semantic editing to LLMs via the Model Context Protocol.
Godot
An MCP server providing comprehensive Godot engine integration for project editing, debugging, and scene management.
pg-aiguide
An AI-optimized MCP server providing semantic search over version-aware PostgreSQL manuals and opinionated best-practice skills for advanced schema design and database optimization.
nerve
The Simple Agent Development Kit.
Obsidian
A connector that allows MCP clients to search, read, and analyze Markdown notes within an Obsidian vault or any directory of Markdown files.
AutoTS
AutoTS is an automated time series forecasting server that utilizes genetic algorithms to optimize model selection, preprocessing, and ensembling for high-accuracy predictions.
Microsoft Learn Docs
An MCP server that provides structured access to Microsoft's official documentation. Retrieves accurate, authoritative, and context-aware technical content for code generation, question answering, and workflow grounding.
LitterBox
LitterBox is a secure sandbox platform designed for malware development and red teaming, allowing users to test payloads against detection mechanisms. It provides automated static and dynamic analysis through an MCP interface, enabling LLM agents to perform specialized security workflows.
paperdebugger
A multi-agent academic writing assistant that integrates with Overleaf to provide literature-grounded research, AI-based conference reviews, and citation verification via an MCP-based orchestration engine.
awesome-hacking-lists
A curated collection of top-tier penetration testing tools and productivity utilities across multiple domains. Join us to explore, contribute, and enhance your hacking toolkit!
code-mode
🔌 Plug-and-play library to enable agents to call MCP and UTCP tools via code execution.
unreal-mcp
A Model Context Protocol server that allows AI assistants to control Unreal Engine 5 via natural language, enabling actor management, blueprint development, and editor viewport control.
web-eval-agent
A browser-based agent that autonomously navigates web applications to perform end-to-end testing, capture network traffic, and collect console logs for debugging.
mcp-unity
A comprehensive MCP server that bridges AI assistants with the Unity Editor, enabling automated scene manipulation, component management, package handling, and test execution directly through natural language.
Azure Cloud Manager
The Azure MCP Server provides a comprehensive bridge between AI agents and over 30 Azure services, enabling automated resource management, cloud architecture design, and database operations through a standardized interface.