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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

紫微斗数 MCP 服务器 (MCPIztro)

A Model Context Protocol server that provides accurate Chinese Ziwei Doushu astrology chart calculations and horoscope analysis, enabling AI assistants to generate personalized astrological readings through natural language queries.

Vibe Math MCP

Provides 21 mathematical tools across 6 domains including basic calculations, array operations, statistics, financial mathematics, linear algebra, and calculus. Supports batch execution for complex multi-step workflows with intelligent dependency resolution.

Notion MCP Server

Enables interaction with Notion workspaces through the Notion API, allowing users to search, read, comment on, and create pages and databases using natural language commands.

MySQL MCP Server

Enables natural language database operations on MySQL databases with AI integration, supporting CRUD operations, schema inspection, and audit logging with built-in security features including SQL injection protection and permission controls.

Malaysian Weather MCP Server

A production-ready MCP server that fetches real-time weather forecasts from MET Malaysia's official API, providing AI assistants with detailed daily and seven-day forecasts for Malaysian cities and districts.

2 tools

SWMM-MCP

An MCP server that provides a toolbox for interacting with EPA SWMM stormwater models, helping users analyze hydraulic systems and interpret results using natural language.

1 tool

MCP WaliChat WhatsApp API Connector

A robust WhatsApp API connector that enables AI assistants to fully manage messaging, groups, campaigns, and analytics. It streamlines business workflows through natural language interactions for tasks ranging from automated customer support to advanced conversation analysis.

26 tools

MCP

A robust MCP server implementation providing real-time weather data via Open-Meteo, mathematical calculation utilities, and timezone-aware clock functions for AI models like Gemini and Claude.

3 tools

Airbnb Search & Listings

Enables users to search Airbnb listings with advanced filtering options and retrieve detailed property information through an MCP server interface.

Flight + Stay Search MCP

Enables searching for flights (one-way, round-trip, multi-city) and hotels using the Duffel API, with support for filtering by cabin class, passengers, dates, and viewing accommodation reviews.

APLCart MCP Server

A specialized MCP server for the APLCart collection, enabling developers to find APL expressions through semantic search, exact syntax matching, and keyword lookups.

4 tools

Open Food Facts

Search and contribute to the Open Food Facts database.

LinkMeta MCP

Extract URL metadata (Open Graph, Twitter Cards, JSON-LD) from any URL

mcp

A Next.js starter template for building OpenAI Apps SDK-compatible MCP servers that support native widget rendering within ChatGPT.

MCP Time Server

A hosted MCP server providing current time, date, and timezone conversion tools specifically designed for Claude Code remote sessions. It enables users to fetch localized time data and convert times between IANA timezones through a centralized API.

Faktuj MCP

Generate Polish VAT invoices (Faktura VAT) as PDF

agentbuilder-outlook-mcp

A specialized MCP server that enables sending emails through Microsoft Outlook and Graph API, supporting both personal and organizational Microsoft 365 accounts.

1 tool

zsh-tool

A robust Zsh execution tool for Claude Code featuring PTY mode for interactive prompts, a circuit breaker to prevent hanging, and A.L.A.N. 2.0 for intelligent command learning and retry detection.

10 tools

kweenkl

Send push notifications from AI assistants using natural language. Pre-launch demo available with example webhook token.

5 tools

OGForge MCP

Generate Open Graph images with themes and Lucide icons

a11y-mcp-server

An MCP server for accessibility auditing that provides WCAG 2.2 criteria lookup, automated HTML issue analysis, remediation guidance, and structured accessibility documentation for UI components.

5 tools

expert-registry-mcp

A high-performance expert discovery and management system that uses vector and graph databases to inject specialized AI context and model expert relationships.

15 tools

MCP AI Router

Intelligent routing service that selects optimal AI models based on capability requirements and normalizes input/output formats across multiple providers like OpenAI, Anthropic, Google, and others.

AI Code Review MCP Server

A specialized MCP server that combines GitHub repository management with local file system access to facilitate automated code reviews and pull request analysis.

7 tools

Edge TTS MCP

A cross-platform MCP server that allows AI models to speak using Microsoft Edge TTS, featuring over 300 voices across 50+ languages with no API keys required.

3 tools

LinkShrink MCP

Privacy-first URL shortener with analytics

Vectorize MCP Server

An MCP server that enables Claude Desktop to perform natural language semantic searches against a Cloudflare Vectorize index via a remote Worker backend.

1 tool

Slack Feedback MCP Server

A Slack-integrated feedback collector that allows users to query stakeholder messages, retrieve full conversation threads, and search historical feedback using flexible time filters.

3 tools

Math & Calculator MCP Server

A comprehensive mathematical utility server providing tools for arithmetic, statistical analysis, unit conversions, quadratic equation solving, and trigonometry.

6 tools

LangSearch MCP Server

A Model Context Protocol server providing AI-optimized web search across billions of documents and deep semantic reranking to improve search accuracy and document relevance.

2 tools