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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

RayBridge

2

Bridges locally installed Raycast extensions to any MCP-compatible client via stdio or HTTP. It enables headless execution of extension logic by shimming UI components and leveraging existing OAuth tokens.

YC CSS UI

2

A specialized MCP server that leverages PostCSS and AI to diagnose and repair CSS layout issues, performance bottlenecks, and browser compatibility conflicts.

3 tools

eansearch-mcp-server

2

The official EAN-Search.org MCP server provides access to a massive product database for real-time lookups via barcodes (EAN, UPC, GTIN) or keywords.

Outscraper

2

MCP (Model Context Protocol) Server. Integrates with Outscraper's data extraction services to provide Google Maps business search, review extraction, photo retrieval, directions planning, web and news search, app store analysis, and domain contact discovery for market research and business intelligence workflows.

2 tools

Ticketmaster Events

2

MCP (Model Context Protocol) Server. Connects to Ticketmaster's Discover API to find upcoming events by artist, venue, location, or genre with ticket availability information, enabling users to discover local entertainment options and track favorite artists' tour schedules.

Remote Docker

2

A comprehensive Docker management server that enables AI assistants to control multiple remote containers and Compose stacks via SSH with automated host discovery and safe migration features.

3 tools

Solar2D MCP Server

2

A specialized MCP server that allows AI assistants to run, debug, and interact with Solar2D game projects through log capturing, screenshot analysis, and simulated touch events.

10 tools

alpaca-mcp-server

2

A Model Context Protocol (MCP) server implementation for Alpaca trading that enables Large Language Models (LLMs) like Anthropic Claude to interact with Alpaca's trading API. The instructions and commands provided in this README are primarily for MacOS/Linux users.

4 tools

Translate (DeepL)

2

MCP (Model Context Protocol) Server. Provides a translation service using DeepL API, enabling seamless text translation between multiple languages with dynamic language selection and easy integration into workflows.

1 tool

Etherscan

2

A Go-based MCP server that integrates with Etherscan API V2, providing access to real-time blockchain data, contract ABIs, gas prices, and transaction histories across 50+ chains.

19 tools

Perplexity

2

This MCP server integrates Perplexity AI's powerful search and reasoning engine to provide real-time web research, cited information, and deep analytical capabilities.

3 tools

Cloudera Machine Learning (CML) MCP Server

2

A standalone MCP server for Cloudera Machine Learning (CML) that enables automated management of data science projects, job scheduling, file operations, and ML runtime environments.

17 tools

Review-Code

2

A code review utility that provides multi-dimensional scoring and prompts for analyzing overall codebases, Git diffs, and individual files.

4 tools

Topolograph MCP

2

A MCP server that enables LLMs to interact with OSPF and IS - IS protocols and analyze network topologies, query network events, and perform path calculations for OSPF and IS-IS protocols.

10 tools

YARD Documentation

2

A specialized MCP server for querying Ruby gem documentation via YARD, allowing agents to explore class hierarchies, retrieve source code, and perform fuzzy searches across installed gems.

11 tools

DPO2U (LGPD/GDPR Compliance)

2

A privacy-first compliance engine that automates LGPD/GDPR requirements using homomorphic encryption and zero-knowledge proofs to process sensitive data locally and securely.

16 tools

Intellistant

2

A high-performance C++23 multi-agent framework providing MCP-compliant tools for filesystem automation, Git management, and system execution with specialized domain agents for DevOps, coding, and security.

12 tools

MySQL

2

A comprehensive MySQL MCP server that enables secure database management, CRUD operations, and advanced schema inspection tailored for Natural Language to SQL generation.

20 tools

Jupyter Notebook MCP Server

2

A toolset for interacting with Jupyter notebooks that enables reading, adding, and executing cells, as well as running entire notebooks programmatically.

5 tools

OneSignal

2

MCP (Model Context Protocol) Server. Integrates with OneSignal to manage push notifications, emails, and SMS across multiple applications with support for device management, segmentation, and template operations.

57 tools

SqlAugur

2

MCP server providing AI assistants with safe, read-only SQL Server access

Pulsar Edit MCP Server

2

A tool-rich MCP server that exposes the Pulsar text editor's core functionality to LLMs, enabling automated code editing, file navigation, and document manipulation.

17 tools

Polyagent (Claude Code Agents)

2

Bridges Claude Code agent definitions to any MCP client, allowing users to invoke and reuse existing YAML-based agents within environments like Codex and Gemini CLI.

1 tool

Geth Proxy

2

A proxy bridge that connects Ethereum JSON-RPC/Geth endpoints to MCP, offering schema-validated blockchain queries, admin diagnostics, and safe transaction execution with friendly aliases.

21 tools

Azure DevOps

2

MCP (Model Context Protocol) Server. Integrates with Azure DevOps to manage work items, wikis, and project tasks, enabling AI-driven project management and cross-service automation.

NASA Astronomy Picture of the Day

2

MCP (Model Context Protocol) Server. Integrates with NASA's Astronomy Picture of the Day API to retrieve daily space images and descriptions directly within the Cursor IDE development environment.

Skald Labs Knowledge Base

2

A knowledge base integration that enables AI-generated responses with citations, semantic search for memos, and automated content indexing for research workflows.

7 tools

Lithic

2

MCP (Model Context Protocol) Server. Provides read-only access to Lithic's banking and card services API for fetching resources like cards, accounts, and transactions with robust error handling and Docker containerization.

2 tools

Canvas MCP Server

2

Connects Canvas LMS to AI assistants, enabling users to list courses and retrieve assignment details through natural language. It features secure multi-institution support with encrypted token storage and a simplified setup process for students.

Roblox Studio Bridge

2

A bridge between Roblox Studio and external systems that enables real-time manipulation of game objects and Luau code execution through a Node.js server and Lua plugin.