AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
RAGScore
Generate QA datasets & evaluate RAG systems. Privacy-first, any LLM, local or cloud.
.Net Code Context
MCP (Model Context Protocol) Server. Enables AI assistants to explore and understand .NET codebases.
MCP OCR Server
A robust MCP server that provides Tesseract OCR capabilities, allowing users to extract text from local files, URLs, or raw image data with multi-language support.
Sketchfab
A Model Context Protocol server that enables searching, viewing metadata, and downloading 3D models from the Sketchfab platform directly within AI environments.
Fastly CDN
A comprehensive MCP server that enables AI agents to manage Fastly CDN infrastructure, including service configuration, performance monitoring, and cache management via the Fastly CLI.
Clear Thought
A specialized MCP server providing mental models, design patterns, and scientific reasoning frameworks to enhance systematic thinking and analytical problem-solving.
MySQL
MCP (Model Context Protocol) Server. Connects to MySQL databases to enable querying, analyzing, and manipulating data directly within conversation interfaces through a containerized Python server.
UML Diagramming
MCP (Model Context Protocol) Server. Integrates with UML diagramming tools to generate visual representations of system architecture, class relationships, and process flows directly from code or text descriptions within conversational interfaces.
openai-mcp-agent-dotnet
A .NET-based MCP client and host application that demonstrates how to connect an AI agent to a remote TypeScript-based to-do list MCP server running on Azure Container Apps.
Grep App MCP Server
A tool that enables semantic and regex code search across millions of public GitHub repositories using the grep.app API, featuring batch file retrieval and advanced filtering.
Etherscan Tools
MCP (Model Context Protocol) Server. Integrates with Etherscan's API to provide Ethereum blockchain data tools for balance checking, transaction tracking, and smart contract analysis.
Outsource
MCP (Model Context Protocol) Server. Delegates text generation and image creation tasks to external AI models including OpenAI, Anthropic, Google, Groq, and DeepSeek, enabling access to alternative perspectives, specialized capabilities, and visual content generation.
Supadata
Official MCP server for Supadata - YouTube, TikTok, X and Web data for makers.
YFinance Trader
MCP (Model Context Protocol) Server. Provides real-time stock market data and trading capabilities through yfinance, offering tools for retrieving quotes, company overviews, historical prices, symbol searches, analyst recommendations, and insider transactions.
Taiwan Stock Exchange
A comprehensive MCP server for the Taiwan Stock Exchange (TWSE) providing real-time market data, financial statements, ESG metrics, and foreign investment tracking.
CodeDox
CodeDox is an MCP server that crawls documentation websites and GitHub repositories to extract, categorize, and index code snippets and markdown content for AI-powered search.
Databutton
A specialized MCP server designed to assist in the initial planning and scaffolding of business applications featuring React frontends and Python backends on the Databutton platform.
APKtool
An MCP server providing professional Android APK reverse engineering tools for decompiling, manifest parsing, and security auditing using Apktool.
DVMCP
DVMCP bridges the Model Context Protocol (MCP) with Nostr's Data Vending Machine ecosystem, enabling decentralized tool discovery and execution through cryptographically signed messages.
SearXNG
MCP (Model Context Protocol) Server. Connects AI systems to SearXNG metasearch engine, enabling privacy-respecting web searches with customizable parameters for language, time range, and category filtering.
A LinkedIn MCP server that enables automated profile retrieval, advanced job searching, feed post access, and PDF resume analysis using unofficial API integration.
Telegram-mcp-server
Access Telegram channels and groups directly in Claude. Features dual-mode operation with API access (100x faster) or web scraping, unlimited post retrieval, and search functionality.
iFlytek Workflow
The iFlytek Workflow MCP server connects AI agents to custom-built iFlytek Spark workflows, enabling the execution of complex multi-node automation tasks through a standardized interface.
MemGPT
MCP (Model Context Protocol) Server. Implements a multi-provider memory system for LLMs, enabling conversation history management and seamless model switching across OpenAI, Anthropic, OpenRouter, and Ollama.
Moodle
A specialized MCP server that connects LLMs to the Moodle platform to automate educational workflows like student list retrieval, assignment grading, and quiz feedback management.
Modao Proto MCP
AI-powered HTML prototype generation server that converts natural language descriptions into complete HTML code with modern design and responsive layouts. Supports design description expansion and seamless integration with Modao workspace.
Unconventional Thinking
An MCP server designed for creative brainstorming that uses progressive disclosure and server-side filtering to facilitate unconventional thinking while minimizing context window overhead.
Handler
Handler is a comprehensive toolkit and MCP server for the A2A (Agent-to-Agent) Protocol, enabling AI assistants to communicate with remote agents and providing developers with TUI/CLI debugging tools.
Keynote
A specialized MCP server for macOS that automates Apple Keynote through AppleScript, allowing AI assistants to create, edit, and export presentations.
Qiniu Cloud Storage
MCP (Model Context Protocol) Server. Provides a bridge to Qiniu Cloud Storage services for uploading files and retrieving public URLs through authenticated API calls