AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Gemini Nanobanana (Image Generation)
A text-to-image generation server for Claude that utilizes Google's Gemini 2.5 Flash API to create, edit, compose, and style images with automatic file saving.
ContextStream MCP Server
A shared memory and intelligence layer for AI development that provides semantic code search, dependency graph analysis, and persistent session context across various AI tools.
arxiv-mcp-server
MCP server for arXiv.org - Search, analyze, and export academic papers with AI assistants. Features advanced paper discovery, citation analysis, trend tracking, and multi-format exports.
Google Calendar
A TypeScript-based MCP server that provides comprehensive Google Calendar integration, allowing AI assistants to manage calendars and schedule events using OAuth 2.0 with persistent authentication.
@nicepkg/vsync
Sync MCP servers, Skills, Agents & Commands across Claude Code, Cursor, OpenCode, Codex. One config, all tools.
Frontapp
MCP (Model Context Protocol) Server. Integrates Claude with Front customer communication platform, enabling AI to manage conversations, contacts, and accounts directly through the Front API with webhook support for real-time event handling.
Pega DX API
A comprehensive MCP server enabling conversational workflow automation and case management by bridging Pega Infinity's DX APIs with natural language AI interfaces.
memory-visualizer
Interactive visualizer for Anthropic's Memory MCP knowledge graphs. Instantly explore, debug, and analyze entities, relations, and observations from memory.json files in the Model Context Protocol.
BinAssist (Binary Ninja)
BinAssistMCP integrates Binary Ninja with LLMs to provide advanced reverse engineering capabilities, including decompilation, multi-level intermediate representation analysis, and automated symbol management.
porkbun-mcp-server
MCP server implementation for managing domains, DNS, and SSL via the Porkbun API.
mcp-meme-sticky
Create AI generated memes using MCP Meme Sticky. Can converted generated memes into stickers for Telegram or WhatsApp (WA coming soon). ✨ no APIs required ✨.
Payload CMS
A comprehensive MCP server for Payload CMS that provides authenticated REST API operations to manage collections, global documents, and localization across instances.
Nano Banana Pro (Gemini)
An MCP server that integrates Google's Gemini API to allow AI agents to generate, edit, and describe images using models like Gemini 3 Pro and Gemini 2.5 Flash.
@kajidog/mcp-tts-voicevox
A VOICEVOX engine integration for MCP that enables AI assistants to perform high-quality Japanese text-to-speech with multi-character support and low-latency streaming.
data-commons-search
The EOSC Data Commons Search server provides natural language search capabilities over open-access datasets using OpenSearch and LLM-assisted discovery via the Model Context Protocol.
smartlead-mcp-server
🚀 Premier Model Context Protocol server for SmartLead cold email marketing automation. Complete API integration with 113 tools for campaign management, lead tracking, deliverability optimization, and analytics. Works with Claude Desktop, Cursor, Windsurf, Continue.dev. Zero-config NPX installation.
docs-mcp
A hierarchically-aware RAG system and MCP server for Vaadin documentation, enabling intelligent search and navigation across Flow (Java) and Hilla (React) frameworks.
peta-core
Peta core: The Control Plane for MCP — secure vault, managed runtime, audit trail, and policy-based approvals.
MarkItDown (NPX Wrapper)
An NPX-compatible wrapper for Microsoft's MarkItDown that converts documents, images, and audio into markdown without requiring Docker.
Local History
MCP server for accessing VS Code/Cursor's Local History.
mcp-chat-widget
Configure, host and embed MCP-enabled chat widgets for your website or product. Lightweight and extensible Chatbase clone to remotely configure and embed your agents anywhere.
uk-case-law-mcp-server
MCP server for UK case law using The National Archives API. Enables LLMs to search, retrieve, and cite UK legal judgments.
cli-agent-mcp
A unified MCP server that orchestrates multiple CLI agents including Codex, Gemini, Claude, and OpenCode, featuring image generation capabilities and a real-time GUI dashboard for task monitoring.
llms-txt-generator
The ultimate AI-powered generator for llms.txt and llms-full.txt files.
Unity-AI-Animation
AI-powered tools for Unity animation workflow. Create and modify AnimationClips and AnimatorControllers directly through natural language commands.
OpenSearch
A Model Context Protocol server that facilitates natural language interaction with OpenSearch clusters for index management, document searching, and cluster health monitoring.
token-optimizer-mcp
A token optimization server designed to reduce token usage by over 95% through intelligent caching and compression techniques.
Teamwork
The official Teamwork.com MCP server provides a standardized interface for AI agents to interact with Teamwork projects, tasks, and productivity tools using both HTTP and STDIO transports.
openwebui-mcp-setup
Universal MCPO/MCP bridge for Open Web UI with AI-powered configuration. Automated setup generation, Docker support, beginner-friendly. Any AI assistant can instantly convert MCP configs to working Open Web UI integrations.
@uarlouski/ssh-mcp-server
A comprehensive MCP server enabling AI assistants to securely manage remote infrastructure via SSH, featuring SFTP file transfers, port forwarding, and parameterized command templates with strict allowlist security.