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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Apidog MCP Server

A MCP server that allows AI tools to search, explore, and retrieve detailed documentation from Apidog projects or OpenAPI/Swagger specifications.

6 tools

cabin-flights

Search and book real flights with USDC on Base. 500+ airlines, crypto-native payments.

N8N MCP Server

Enables Claude Desktop to integrate with n8n workflow automation platform through a centralized MCP server. Provides seamless connection to n8n instances for workflow management and automation tasks.

MCP Server with Local LLM

An MCP server that enables local Large Language Model (LLM) integration, providing specialized tools for chat, code analysis, translation, and summarization directly on your own hardware.

5 tools

MUI MCP Server

A Model Context Protocol server that provides real-time access to Material-UI documentation, allowing users to search components, retrieve detailed prop information, and generate React code examples directly from official sources.

5 tools

DB-MCP

An MCP server that bridges AI assistants with data warehouses through Cube.js to enable governed, natural language semantic analytics queries. It provides tools for metadata discovery and secure query execution while enforcing governance policies like PII blocking and access limits.

Karenina MCP

Karenina MCP allows natural language exploration of benchmark verification results stored in SQLite. It uses hierarchical schema discovery to help AI assistants understand database structures and generate accurate SQL queries for model performance analysis.

3 tools

Fetch MCP Server

A robust Model Context Protocol server that retrieves web content and converts it into LLM-friendly markdown, featuring chunked reading to handle long pages and customizable user-agents.

1 tool

EPA Air Quality System (AQS) MCP Server

A comprehensive MCP server that provides natural language access to the EPA's Air Quality System (AQS), enabling detailed queries for monitor locations, raw sample data, and hierarchical air quality summaries across the US.

31 tools

PayNow Component MCP Server

Enables LLMs to search and retrieve PayNow Component documentation directly, streamlining system integration and technical support through natural language queries.

1 tool

Slack MCP Server

A comprehensive MCP server that enables AI assistants to manage Slack workspaces through channel operations, messaging, user profile retrieval, and threaded conversations.

9 tools

Directus Task MCP Server

Enables AI assistants to manage tasks in Directus databases with automatic schema synchronization, supporting CRUD operations, filtering by status and priority, and TypeScript type safety.

Feishu/Lark OpenAPI MCP

Official Feishu/Lark OpenAPI MCP server providing comprehensive tools for message management, Bitable database operations, document processing, and calendar scheduling through the Model Context Protocol.

31 tools

RAG-MCP Server

A server that integrates Retrieval-Augmented Generation (RAG) with the Model Control Protocol (MCP) to provide web search capabilities and document analysis for AI assistants.

Polymarket MCP Server

A comprehensive MCP server for Polymarket that allows AI agents to perform market discovery, analysis, trade execution, and portfolio management with enterprise-grade safety features.

aichat

Inter-agent communication for multi-agent Claude Code workflows.

MCP Jieba Server

A high-performance Chinese text processing server based on the Rust implementation of Jieba, offering segmentation, POS tagging, and BM25-based keyword extraction for AI models.

3 tools

TrendRadar

TrendRadar aggregates trending news from 11+ major platforms and provides an MCP-compliant interface for AI agents to analyze topic trends, sentiment, and historical patterns using natural language.

14 tools

Gmail AutoAuth MCP Server

A robust Gmail integration for Claude Desktop that provides full email lifecycle management including advanced search, batch processing, and comprehensive label management via an automated OAuth2 flow.

13 tools

Handaas Qualification MCP Server

A professional bidding and enterprise big data service providing comprehensive access to Chinese company qualifications, honors, administrative licenses, and certificate statistics via natural language queries.

5 tools

Agentify MCP Server

Agentify MCP Server enables real-time tracking of AI task lifecycles with integrated webhook notifications for monitoring activity and performance.

5 tools

Chalee MCP RAG

An MCP server that provides Retrieval-Augmented Generation (RAG) capabilities, allowing for document processing, semantic search, and intelligent Q&A using OpenAI embeddings.

6 tools

WebforAI Text Extractor

A Cloudflare Workers-based MCP server that converts web pages into clean, structured Markdown text using the WebforAI library for optimized AI consumption.

1 tool

Cloudflare Remote MCP Server (No Auth)

A template for deploying custom Model Context Protocol servers on Cloudflare Workers using Server-Sent Events (SSE). It serves as a starter kit for developers to build and host remote MCP tools without authentication requirements.

Mochi MCP Server

A specialized MCP server for managing Mochi Cards, allowing AI assistants to handle flashcard operations, deck organization, templates, and spaced repetition reviews.

17 tools

Realty In Au MCP Server

A comprehensive MCP server providing programmatic access to Australian real estate data, including property listings, agency details, agent performance metrics, and local school information via the Realty In Au API.

13 tools

Terminal MCP Server

A Python-based MCP server that allows AI assistants to safely execute terminal commands across different operating systems and shells with configurable resource limits.

1 tool

HumanOps

MCP server for AI agents to dispatch real-world tasks to verified human operators

interview-mode

Structured interviewer for Claude Code — probing questions, decision tracking, evolving checkpoints.

CodePilot MCP

CodePilot MCP is an intelligent automation hub that connects LLMs to GitHub, Notion, and Google Calendar, featuring complex workflow orchestration, Slack integration, and persistent agent memory.

12 tools