AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
BCI-MCP (Brain-Computer Interface)
MCP (Model Context Protocol) Server. Enables AI systems to receive and process neural signals from multiple EEG devices through real-time signal processing, providing brain activity data for more intuitive human-AI interactions.
mcp-chrome
A Chrome extension-based MCP server that enables AI assistants to directly control your browser, leveraging existing user sessions, login states, and automation tools without needing separate browser instances.
investing-mcp
A specialized MCP server for parsing, indexing, and analyzing investment statements from institutions like Questrade using natural language and structured queries. It provides advanced portfolio analytics including Monte Carlo simulations and hybrid vector/SQL storage.
FGD Fusion Stack Pro
MCP server with intelligent memory management and file monitoring that enables context-aware AI assistance across multiple LLM providers (Grok, OpenAI, Claude, Ollama) with persistent memory of interactions and real-time file system changes.
unity-mcp
A comprehensive Model Context Protocol server for the Unity Editor, providing AI agents with full control over scene hierarchies, asset management, play mode simulation, and real-time object manipulation.
GitHub MCP Server
A comprehensive GitHub integration for Claude Desktop that enables full repository management, issue tracking, and file operations through natural language.
MCP Agent with DashScope
A TypeScript-based MCP server that integrates Alibaba's DashScope platform, offering AI chat capabilities and a web-based interface for interacting with large language models.
LNR-server-02-cascading-failure-scenario-simulatio
filmladder-mcp
A specialized MCP server for Amsterdam cinema goers that scrapes filmladder.nl to provide real-time movie listings, fuzzy-matched showtimes, and personalized film recommendations.
BigVik193-reddit-ads-mcp
Manage Reddit advertising across accounts, campaigns, ad groups, posts, and ads. List accounts, fu…
Basecamp MCP Server
Enables AI assistants to interact with Basecamp projects through natural language commands. Supports managing projects, to-do lists, messages, and creating tasks with full content rendering capabilities.
WebforAI Text Extractor
A Cloudflare Workers-based MCP server that extracts clean, structured Markdown content from web pages using the WebforAI library, optimized for AI model consumption.
arxiv-research-mcp
An ArXiv research assistant that enables searching papers, extracting key findings (Problem, Method, Result), and performing advanced data analysis like topic modeling and author network visualization.
Personal RAG MCP Server
Enables storing and searching personal notes, documents, and snippets using semantic search and RAG capabilities across Claude Desktop, VS Code, and Open WebUI.
MCP_Basics
A crash course for Python developers on building and integrating Model Context Protocol (MCP) servers into production applications and agent systems.
@vibetasks/mcp-server
VibeTasks MCP Server for Claude Code, Cursor, and AI coding tools. Status-based task management: todo → vibing → done.
Replicate Designer MCP
An MCP server that interfaces with Replicate's Flux 1.1 Pro model to provide high-quality image generation capabilities directly within AI workflows.
driflyte-mcp-server
MCP Server for Driflyte (https://console.driflyte.com): https://github.com/serkan-ozal/driflyte-mcp-server The Driflyte MCP Server exposes tools that allow AI assistants to query and retrieve topic-specific knowledge from recursively crawled and indexed web pages.
mcp
A comprehensive MCP server that provides AI assistants with full access to the Examplary exam management API, enabling automated exam creation, AI-powered grading, and workspace organization.
Developer Roadmaps MCP Server
Provides access to developer roadmap content from roadmap.sh, allowing users to list available roadmaps and fetch detailed Markdown content for specific career paths.
thenvoi-mcp
A comprehensive MCP server enabling AI agents to interact with the Thenvoi platform for agent management, chat room operations, and message lifecycle tracking. It supports both Agent and Human API workflows for seamless multi-agent and user collaboration.
CMP MCP Server
An MCP server for the Connectivity Management Platform (CMP) API, allowing users to query SIM card lists with advanced filtering and retrieve detailed SIM information including usage statistics.
mcp-server
A comprehensive MCP server for managing Vapi AI voice agents, enabling creation and scheduling of phone calls, assistant management, and phone number configuration directly through Claude.
Outlook MCP Server
An integration server that lets you control Microsoft Outlook on Windows via COM, enabling email reading, summarization, and draft generation without complex security setup.
gpt-qualmaster-mcp
Browser Automation MCP Server
Provides tools for browser-driven automation, HTTP API health checks, and visual regression testing using pixel comparison. It enables AI agents to interact with web pages, perform scripted UI actions, and verify service availability or visual consistency.
NanoPDF
An AI-powered PDF editing and generation server that uses Gemini Pro and OCR to modify slides and documents via natural language prompts while maintaining searchable text layers.
Metabase MCP Server
Enables LLMs to interact with Metabase instances through 33 tools for querying cards, dashboards, databases, collections, and executing SQL queries against your Metabase installation.
WordPress
MCP (Model Context Protocol) Server. Enables AI interaction with WordPress sites through secure authentication and REST API endpoint discovery, allowing content management and data retrieval without manual API configuration.
mcp-ai
A TypeScript template for building Model Context Protocol (MCP) servers with built-in CI/CD, automated template synchronization, and Eskimo-modern development tools.