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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Amazon Connect

2

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.

13 tools

Google Tag Manager

2

A Google Tag Manager MCP server that allows Claude to manage containers, tags, triggers, and variables through OAuth-authenticated API workflows.

11 tools

DevBrain

2

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.

1 tool

Kaggle

2

A Model Context Protocol server that integrates with the Kaggle API to provide competition data and data science workflow tools directly to Claude.

1 tool

Elasticsearch

2

A tool that enables Claude to query and analyze Elasticsearch logs using natural language, providing insights into errors, performance bottlenecks, and cluster health.

5 tools

Reddit

2

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.

5 tools

Code Assist

2

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.

4 tools

Overseerr

2

A specialized MCP server that integrates with Overseerr to automate media discovery, batch requests, and management workflows within Plex and Jellyfin ecosystems.

4 tools

dav-mcp

2

Transform AI agents into orchestrating assistants managing calendars, contacts, and tasks

26 tools

Libragen

2

Libragen builds private, local RAG (Retrieval-Augmented Generation) libraries from documentation to ground AI assistants in accurate, local data using SQLite.

vibewatch

2

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).

4 tools

git-context-mcp

2

Local MCP server that extracts high-level Git repository context for AI coding agents

5 tools

Oracle Database

2

A robust Oracle Database MCP server providing intelligent schema caching, targeted table lookups, and PL/SQL management for working with large-scale databases.

17 tools

fo-semantic-mcp

2

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).

1 tool

daedra

2

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.

2 tools

MCPAgent

2

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

4 tools

Universal Image Generator

2

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.

3 tools

DATA.GOV.HK

2

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.

8 tools

Prisma Cloud Docs

2

A specialized MCP server for searching and indexing Prisma Cloud and Prisma Cloud API documentation with built-in caching and real-time indexing capabilities.

6 tools

customgpt-mcp

2

Open source MCP server for CustomGPT.ai

11 tools

method-crm-mcp

2

Production-ready Model Context Protocol (MCP) server for Method CRM API integration. Enables LLMs to interact with Method CRM through 20 comprehensive tools.

20 tools

domain-mcp

2

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.

15 tools

Asset Price

2

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.

2 tools

zed-claude-code

2

Enable seamless integration between Claude Code and Zed through ACP and MCP protocols

15 tools

barnsworthburning-mcp

2

A Model Context Protocol (MCP) server for searching barnsworthburning.net.

1 tool

xcode-mcp

2

MCP (Model Context Protocol) server for Xcode integration with AI assistants

17 tools

ai-calendar-assistant

2

🗓️ AI Calendar Assistant powered by local LLM (Ollama) + Google Calendar API + MCP

7 tools

mcp-deadmansnitch

2

MCP server for Dead Man's Snitch monitoring service - Monitor scheduled tasks and cron jobs through AI assistants

10 tools

Pref Editor (Android)

2

An MCP server that enables real-time management of Android SharedPreferences and DataStore preferences using natural language commands via ADB connectivity.

7 tools

nerdearla-mcp

2

Mis demos en Nerdearla Spain 2025

3 tools