AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Wiki MCP Server
An MCP Server implementation that enables managing Confluence wiki pages through natural language queries, supporting operations like creating, updating, deleting, and searching pages across different knowledge bases.
Remote MCP Server Authless
A deployable authentication-free MCP (Model Context Protocol) server on Cloudflare Workers that allows you to add custom tools and connect to AI clients like Claude Desktop or Cloudflare AI Playground.
AI Vision MCP Server
Provides AI-powered visual analysis capabilities for Claude and other MCP-compatible AI assistants, allowing them to capture and analyze screenshots, perform file operations, and generate UI/UX reports.
Google Docs MCP Server
A Model Context Protocol server that provides an interface for AI models to interact with Google Docs, enabling reading, creating, updating, and searching Google Documents.
Context7 MCP
Fetches up-to-date, version-specific documentation and code examples from the source and adds them to your LLM prompts, helping eliminate outdated code generations and hallucinated APIs.
NewsDigest MCP
A TypeScript-based Model Context Protocol server that fetches, searches, and formats news articles from NewsAPI.org into reader-friendly Markdown digests using LLMs (Gemini and Claude).
MCP-SERVER-TEMPLATE
A TypeScript-based starter template for building Model Context Protocol servers that enables AI assistants to dynamically call tools, interpret prompts, and manage resources through modular architecture with support for multiple transport methods.
PayFast MCP Server
Enables AI assistants to interact with the PayFast payment gateway to manage transactions, subscriptions, and refunds. It provides a suite of 13 tools with built-in human-in-the-loop safety confirmations for high-risk financial operations.
Jira Weekly Reporter MCP Server
Connects to Jira instances to generate weekly reports based on issue activity, supporting custom JQL queries and optional LLM summarization.
Crawl4AI MCP Server
High-performance server enabling AI assistants to access web scraping, crawling, and deep research capabilities through Model Context Protocol.
Compresto MCP
A Model Context Protocol server that provides AI assistants with real-time data about Compresto's file compression app usage statistics, including total users, processed files, and total size reduced.
Dune Query MCP
A bridge that connects Dune Analytics blockchain data to AI applications through Model Control Protocol, allowing LLMs to access on-chain data via natural language interactions.
Remote MCP Server (Authless)
A deployable MCP server on Cloudflare Workers that enables using custom tools with AI models without requiring authentication.
Jimeng MCP Server
A TypeScript-based Model Context Protocol server that integrates with Volcengine's Jimeng AI image generation service, allowing users to generate AI images through simple tool calls.
Amazon Rainforest Travel Guide
An AI-powered travel assistant connected to Claude via MCP that helps users plan Amazon Rainforest trips by providing directions, hotel recommendations, adventure spots, cultural sites, and travel precautions.
Weather MCP Tool
An India-focused MCP server that provides real-time weather conditions, forecasts, air quality data, and location search capabilities using the OpenWeatherMap API.
MCP Development Scaffold
A TypeScript scaffold for building Model Context Protocol (MCP) tools that let AI models call external services like sending emails or notifications.
PowerShell MCP Server
A Model Context Protocol server that enables AI assistants to execute PowerShell commands, retrieve system information, manage modules, and run scripts on Windows systems.
BlazeSQL MCP Server
A Model Context Protocol server that enables AI clients to interact with BlazeSQL's Natural Language Query API, allowing natural language queries against SQL databases.
Todoist MCP
Enables LLMs to interact with Todoist task management platform through its API, supporting all features from the official Todoist TypeScript Client.
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.