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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Google Search MCP Server

A Model Context Protocol server that enables AI assistants to perform web searches using Google Search API, returning up to 20 search results in JSON format.

Remote MCP Server (Authless)

A Cloudflare Workers-based Model Context Protocol server that can be deployed without authentication requirements, allowing users to create custom AI tools accessible from Cloudflare AI Playground or Claude Desktop.

Waybackurls MCP

A bridge that connects Waybackurls with the Model Context Protocol ecosystem, enabling AI assistants to fetch historical URLs from the Wayback Machine to discover forgotten endpoints and potentially vulnerable URLs.

Nuclei MCP

Connects Nuclei vulnerability scanner with MCP-compatible applications, enabling AI assistants to perform security testing through natural language interactions.

Zero Trust Access AI Agent - MCP Server

Zero Trust Access AI Agent - MCP Server

RAGFlow MCP Server

Provides a comprehensive Model Context Protocol interface for RAGFlow, enabling AI models to perform semantic retrieval, manage datasets, and handle document chunks. It supports advanced features like GraphRAG and RAPTOR for sophisticated knowledge base management and natural language querying.

Filesystem MCP Server SSE

Node.js server implementing Model Context Protocol (MCP) for filesystem operations, allowing AI systems to read, write, edit files and manage directories within specified allowed paths.

Vibe Blocks MCP

Connects Roblox Studio to AI coding editors via the Model Context Protocol, allowing AI agents to understand and interact with live Roblox Studio sessions through scene manipulation, scripting, and optional Roblox Open Cloud API integration.

Cursor10x Memory System

A comprehensive memory system for Cursor using the Model Context Protocol (MCP) that provides persistent context awareness across sessions by storing conversation history, project milestones, code snippets, and enabling semantic search.

AI Pull Request Generator

An AI-powered FastMCP server tool that automates the process of planning tasks, generating code, and creating GitHub pull requests.

Gmail AutoAuth MCP Server

A Model Context Protocol server that enables AI assistants to manage Gmail through natural language interactions with features like sending emails, searching, and label management.

MCP Geo Location Demo

A server that enables AI models to access user geolocation information via EdgeOne Pages Functions through the Model Context Protocol.

Remote MCP Server Authless

A serverless Model Context Protocol implementation on Cloudflare Workers that enables AI tools without requiring authentication, allowing connection from AI Playground or Claude Desktop.

Remote MCP Server Authless

A serverless tool that allows deployment of authentication-free Model Context Protocol servers on Cloudflare Workers, enabling AI assistants to utilize custom tool functionalities.

webdev-mcp

An MCP server providing web development tools such as screen capturing capabilities that let AI agents take and work with screenshots of the user's screen.

Cloudflare API MCP

A lightweight MCP server that enables agents to interface with Cloudflare's REST API, allowing management of DNS records and other Cloudflare services.

Omnisend MCP Server

A server that enables AI assistants to interact with the Omnisend marketing platform, supporting contact management, product management, and event tracking operations through natural language.

MCP Ashby Connector

A server implementation that enables LLMs to interact with Ashby's Applicant Tracking System, allowing management of candidates, jobs, applications, interviews, and analytics through the Model Context Protocol.

MCP Avantage

A Model Context Protocol server that enables LLMs to access comprehensive financial data from Alpha Vantage API, including stock prices, fundamentals, forex, crypto, and economic indicators.

EpicMe MCP

An application that demonstrates the future of user interactions through natural language with LLMs, enabling user registration, authentication, and data interaction exclusively via Model Context Protocol (MCP) tools.

Playwright Fetch MCP Server

Provides web content fetching capabilities using Playwright browser automation, enabling LLMs to retrieve and process JavaScript-rendered content from web pages and convert HTML to markdown for easier consumption.

Remote MCP Server on Cloudflare

A tool that allows deployment of a remote MCP (Model Context Protocol) server on Cloudflare Workers without authentication requirements, enabling connection to AI models through Claude Desktop or Cloudflare AI Playground.

Remote MCP Server Authless

A deployable Model Context Protocol server on Cloudflare Workers that operates without authentication, allowing connection to AI assistants like Claude Desktop and Cloudflare AI Playground.

MCP Server with Docker

A project that integrates Model Control Protocol with OpenAI's API, allowing OpenAI to access and utilize tools exposed by a dockerized MCP server.

Authless Remote MCP Server

A tool for deploying a remote Model Context Protocol server on Cloudflare Workers without authentication requirements, allowing users to create custom AI tools accessible from Claude Desktop or Cloudflare AI Playground.

MCP Hardware Access Library

A Python framework that enables secure hardware control through the Model Context Protocol, allowing AI agents and automation systems to interact with physical devices across multiple platforms.

Vercel MCP

An MCP server that provides various tools for interacting with the Vercel API, enabling management of deployments, DNS records, domains, projects, and environment variables through natural language commands.

ChainGPT MCP

Enables AI agents to access crypto-related information including latest news, prices, and market trends through ChainGPT capabilities.

H3 CLI MCP Server

An MCP server that allows AI assistants and LLMs to interact with the Horizon3.ai API for scheduling pentests, querying results, and automating security workflows through natural language commands.

MCP-RAG Server

A server that implements Retrieval-Augmented Generation using GroundX and OpenAI, enabling semantic search and document retrieval with Modern Context Processing for enhanced context handling.