AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Amazon Connect
A comprehensive MCP server that enables AI assistants to manage Amazon Connect contact centers, including case management, real-time analytics, outbound campaigns, and AI features like Amazon Q.
Google Tag Manager
A Google Tag Manager MCP server that allows Claude to manage containers, tags, triggers, and variables through OAuth-authenticated API workflows.
DevBrain
DevBrain is an MCP server that provides access to a curated knowledge base of developer-focused technical newsletters, blog posts, and articles. It enables AI agents to search high-quality coding content and retrieve article summaries for technical research and implementation guidance.
Kaggle
A Model Context Protocol server that integrates with the Kaggle API to provide competition data and data science workflow tools directly to Claude.
Elasticsearch
A tool that enables Claude to query and analyze Elasticsearch logs using natural language, providing insights into errors, performance bottlenecks, and cluster health.
A read-only MCP server for Reddit that enables searching posts across specific subreddits or site-wide, retrieving detailed post metadata, and fetching subreddit information using official API credentials.
Code Assist
A specialized toolset for automated code modification and generation using XML-based instructions for precise file creation, search-and-replace editing, and full file rewrites.
Overseerr
A specialized MCP server that integrates with Overseerr to automate media discovery, batch requests, and management workflows within Plex and Jellyfin ecosystems.
dav-mcp
Transform AI agents into orchestrating assistants managing calendars, contacts, and tasks
Libragen
Libragen builds private, local RAG (Retrieval-Augmented Generation) libraries from documentation to ground AI assistants in accurate, local data using SQLite.
vibewatch
Stop copy-pasting terminal errors to ChatGPT/Claude. VibeWatch wraps your dev commands and lets AI assistants see your terminal in real-time via Model Context Protocol (MCP).
git-context-mcp
Local MCP server that extracts high-level Git repository context for AI coding agents
Oracle Database
A robust Oracle Database MCP server providing intelligent schema caching, targeted table lookups, and PL/SQL management for working with large-scale databases.
fo-semantic-mcp
AI-powered semantic search for Microsoft Dynamics 365 F&O development. Find and understand X++ code through natural language queries via Model Context Protocol (MCP).
daedra
Daedra is a high-performance DuckDuckGo-powered web search and research Model Context Protocol (MCP) server written in Rust. It provides web search and page fetching capabilities that can be used with AI assistants like Claude.
MCPAgent
MCPAgent is the new base class for AI Agents that also act as MCPs- this is to enable agents communicate and collaborate with each other; this will serve as the foundation for AgentNetwork
Universal Image Generator
A multi-provider image generation and transformation server supporting Google Gemini/Imagen, ZhipuAI CogView-4, and Alibaba Bailian with automatic prompt translation and local image storage.
DATA.GOV.HK
This MCP server provides comprehensive access to official Hong Kong government open data from DATA.GOV.HK, enabling users to search, filter, and retrieve detailed metadata and datasets for research and analysis.
Prisma Cloud Docs
A specialized MCP server for searching and indexing Prisma Cloud and Prisma Cloud API documentation with built-in caching and real-time indexing capabilities.
customgpt-mcp
Open source MCP server for CustomGPT.ai
method-crm-mcp
Production-ready Model Context Protocol (MCP) server for Method CRM API integration. Enables LLMs to interact with Method CRM through 20 comprehensive tools.
domain-mcp
Domain MCP server for AI-powered Dynadot management. Use Claude, Cursor, or any MCP client to manage domains through natural language. 106 API commands for domains, DNS, transfers, contacts, and more.
Asset Price
A Model Context Protocol server that provides real-time price tracking for precious metals and cryptocurrencies by aggregating data from sources like Gold API and CoinGecko.
zed-claude-code
Enable seamless integration between Claude Code and Zed through ACP and MCP protocols
barnsworthburning-mcp
A Model Context Protocol (MCP) server for searching barnsworthburning.net.
xcode-mcp
MCP (Model Context Protocol) server for Xcode integration with AI assistants
ai-calendar-assistant
🗓️ AI Calendar Assistant powered by local LLM (Ollama) + Google Calendar API + MCP
mcp-deadmansnitch
MCP server for Dead Man's Snitch monitoring service - Monitor scheduled tasks and cron jobs through AI assistants
Pref Editor (Android)
An MCP server that enables real-time management of Android SharedPreferences and DataStore preferences using natural language commands via ADB connectivity.
nerdearla-mcp
Mis demos en Nerdearla Spain 2025