AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
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.
.faf for Grok - First MCP Server Built for xAI
First MCP server for Grok/xAI. URL-based access. 17 tools for .faf project context.
dk_mcp_2
A specialized MCP server for verifying natural language claims against CME prediction market data, utilizing PostgreSQL and TimescaleDB for historical data analysis.
jenniferjiang0511-mit-ai-studio-hw3
A weather-focused MCP server that provides U.S. weather alerts, local forecasts, and personalized greetings with support for persona-based responses like pirate speech.
LNR-server-02-cascading-failure-scenario-simulatio
apple-voice-memo-mcp
Provides programmatic access to macOS Apple Voice Memos, allowing AI assistants to list recordings, retrieve audio data, and extract or generate transcripts.
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.
social-media-api
A unified social media MCP server designed for AI agents to access Facebook page, group, and post data, including engagement metrics and comments without OAuth complexity.
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.
Remote MCP Server on Cloudflare
A serverless deployment for Model Context Protocol (MCP) on Cloudflare Workers that enables AI agents to use custom tools without authentication requirements.
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.
Frappe Dev MCP Server
A specialized MCP server for Frappe and ERPNext development that streamlines DocType creation, bench command execution, and app management via AI assistance.
mcp-server-browserbase
A cloud browser automation server that uses Browserbase and Stagehand to enable LLMs to interact with web pages, take screenshots, and extract structured data using AI-powered primitives.
Kubit
A warehouse-native analytics MCP server that enables users to query, analyze, and explore data schemas using natural language through conversational AI.
@vibetasks/mcp-server
VibeTasks MCP Server for Claude Code, Cursor, and AI coding tools. Status-based task management: todo → vibing → done.
gh-mcp
Refined MCP server for GitHub GraphQL API. GitHub's official MCP Server exposes dozens of low-level tools that bloat token usage and are mostly impractical for LLMs. gh-mcp achieves the best of both worlds by providing a single, powerful interface: GitHub GraphQL, wrapped with smart abstractions.
mcp-server-spira
A comprehensive MCP server that bridges AI assistants with Inflectra Spira editions (Test, Team, and Plan), providing tools for artifact management, workspace configuration, and automated DevOps integration.
sailpoint-mcp
A robust MCP server for SailPoint Identity Security Cloud, enabling identity governance, lifecycle management, and access compliance directly through LLM tools.
mcp-runcomfy
A toolset for interacting with RunComfy's cloud-based AI generation APIs, allowing for text-to-video, text-to-image, and image editing capabilities directly via ComfyUI-powered backends.
ClaudeImagine
A visual UI builder that allows Claude to create and update web interfaces in real-time by relaying commands through an MCP server to a browser via WebSockets.
Runway AI Video Generation
AI video generation with Gen-4, Veo 3, and Aleph editing. Text-to-video, image-to-video, 4K upscale
librelink-mcp-server
An MCP server for Claude Desktop that provides access to FreeStyle Libre glucose monitoring data via the LibreLinkUp API, featuring enhanced security and support for API v4.16.0.
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.
gemini-audio-upload
This MCP server enables multimodal audio analysis by integrating Google Gemini models, allowing users to process audio files with optional JSON context and custom system instructions.
gpt-qualmaster-mcp
Said MCP
A MCP server that provides real-time weather information for any city through a simple tool that resolves geographic coordinates and fetches current weather data.
Pytest MCP Server
Enables AI assistants to run and analyze pytest tests for desktop applications through interactive commands. Supports test execution, filtering, result analysis, and debugging for comprehensive test automation workflows.