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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

TDX MCP Server

An MCP server that wraps the TeamDynamix (TDX) REST API, enabling AI-assisted IT service management through natural language. It exposes 41 tools for managing tickets, assets, CMDB, knowledge base articles, and other core TDX domains.

kweenkl

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

5 tools

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

originalvoices

Connects to OriginalVoices to conduct audience research by asking questions to AI twins that represent specific demographics and interest groups.

1 tool

Canvas Assignment Assistant

Enables interaction with Canvas LMS courses and assignments directly from your LLM, allowing you to retrieve, search, and summarize course information, check due dates, and access assignment details without leaving your AI assistant.

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

Faktuj MCP

Generate Polish VAT invoices (Faktura VAT) as PDF

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.

mcp

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

LinkMeta MCP

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

MCP Jira

Enables AI assistants to interact with Jira Cloud and Server/Data Center deployments for issue management, project tracking, and workflow automation. Supports multiple authentication methods including API tokens, OAuth 2.0, and personal access tokens.

Open Food Facts

Search and contribute to the Open Food Facts database.

Cursor Reviewer MCP

Enables code review through Cursor CLI integration with GPT-5. Provides a cursor.review tool that executes code reviews and returns structured JSON results with automatic audit logging.

Reddit MCP Server

Enables AI agents to search, monitor, and analyze Reddit's communities and discussions through authenticated API access with intelligent caching and rate limiting.

longReasoningMCP

A specialized MCP server that enables AI models to perform extended, sequential Chain of Thought reasoning for complex problem-solving tasks.

1 tool

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

UniProt

Unofficial MCP server for UniProt, providing access to protein sequence data, functional annotations, taxonomic information, and cross-references for proteomics and bioinformatics research.

11 tools

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.

Airbnb Search & Listings

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

sisterd_lite

A comprehensive Linux system management MCP server that enables LLMs to monitor system metrics, control processes, manage Docker containers, and even perform self-editing of its own workspace and environment.

46 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

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

polymarket-predictions-mcp

An MCP server that delivers real-time market odds from Polymarket, enabling AI agents and analysts to access, compare, and act on decentralized prediction data.

mirdan

Mirdan is an AI code quality orchestrator that enhances developer prompts with quality requirements, codebase context, and architectural patterns while orchestrating tools for context gathering.

6 tools

word-cloud-mcp

A tool focused on creating word clouds from documents, supporting intelligent text extraction from PDF, Word, TXT, and Markdown files with customizable styles and cleaning capabilities.

3 tools

tldraw-mcp

A minimal MCP server for AI-driven canvas manipulation and visualization using tldraw. It enables AI clients to programmatically create, update, and manage shapes, flowcharts, and frames on a live interactive canvas.

Freepik Seedream MCP Server

A comprehensive MCP server for interacting with Freepik's API, enabling AI image generation via Seedream 4.0, natural language image editing, and extensive search and download capabilities for stock assets.

7 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

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

MCP Medium Server

Enables AI assistants to publish posts to Medium with support for drafts, tags, canonical URLs, and follower notifications. Supports various publishing statuses and SEO optimization features.