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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

mac-use-mcp

Zero-dependency macOS desktop automation for AI agents. 18 tools via MCP. macOS 13+.

validation

AI startup idea validation by a specialized 9-agent crew.

Knowledge MCP Service

Enables AI-powered document analysis and querying for project documentation using vector embeddings stored in Redis. Supports document upload, context-aware Q\&A, automatic test case generation, and requirements traceability through OpenAI integration.

ponzu

ERC-20 token launchpad on Ethereum — deploy, presale, swap, and farm via AI agents

XR875 Build MCP

Provides tools for compiling and packaging XR875 project components, including M33 and C906 cores, OTA builds, and firmware packaging. It enables AI assistants to manage the full build lifecycle of XR875 SDK projects through standardized MCP commands.

pic-gen

Unified image generation tool - cover images (cover) and Mermaid diagrams (mermaid) generation

sieve-mcp

AI startup due diligence — screen companies across 7 dimensions, get a Sieve Score.

agent-toolbelt-mcp

19 focused API tools for AI agents: contract review, prompt optimizer, context packing, and more.

AgentDilemma

Blind verdicts with mandatory reasoning for gray-area decisions. 27 MCP tools.

Citedy SEO Agent

AI marketing: SEO articles, trend scouting, competitor analysis, social media, lead magnets

Symbols MCP

MCP server for Symbols.app — documentation search and framework reference

OpenClaw MCP Ecosystem

9 remote MCP servers on Cloudflare Workers for AI agents. Free tier + Pro API keys.

SecurityScan

Scan GitHub-hosted AI skills for vulnerabilities: prompt injection, malware, OWASP LLM Top 10.

Permission Marketing MCP

Operationalizes Seth Godin's Permission Marketing framework to manage user trust and delegation in AI agent systems through a structured five-level permission ladder. It provides tools for requesting, auditing, and revoking permissions to enable autonomous agent actions within user-defined guardrails.

Legal Contract Review Agent

An AI-powered MCP server for analyzing Japanese legal contracts and identifying risks through a RAG-enhanced workflow. It enables clients to search legal knowledge, analyze clause risks, and generate automated contract review reports.

mcp-iteratools

Multi-tool API for AI agents with MCP support: image generation (Flux), web scraping, TTS, OCR, QR codes, weather, crypto, PDF, screenshots, and more. Pay-per-use with x402 protocol.

Korean Stock MCP

Provides access to Korean stock market data, including stock listings, daily historical records, and 10-minute intraday candles via FinanceDataReader and Naver APIs. It enables users to search for stocks, retrieve detailed profiles, and calculate technical indicators locally.

oxlint-mcp

An MCP server that integrates the high-performance Oxlint linter into AI-powered editors and development tools. It enables efficient JavaScript and TypeScript code analysis and linting through the Model Context Protocol.

agloop-mcp

An MCP server providing 14 introspection tools for AgLoop, a custom agent framework for VS Code Copilot. It enables users to monitor and manage agent states, tasks, execution logs, and plans through a set of specialized read and write tools.

hyprland-mcp

An MCP server for Hyprland desktop automation that allows AI assistants to see the screen, control mouse and keyboard, and manage windows using native Wayland tools. It integrates OCR for text-based interaction and supports complex multi-monitor setups with pixel-accurate coordinate mapping.

camera-mcp

An MCP server that enables interaction with local camera devices to capture and process images. It allows LLMs to access video devices with configurable settings such as resolution, orientation, and image format.

Datawrapper MCP

An MCP server that enables AI assistants to create, update, and publish Datawrapper charts through natural language. It provides tools for data synchronization, visual configuration, and retrieving chart images or editor links.

Swagger MCP (Multi-API Edition)

Enables AI to interact with multiple Swagger/OpenAPI specifications by listing endpoints, exploring models, and generating TypeScript code. It centralizes the management of various APIs through a configuration file, allowing for seamless integration of documentation into AI workflows.

MCP Server for Mem.ai

Enables AI assistants to intelligently save, organize, and retrieve content through Mem.ai's knowledge management platform. Supports creating notes, collections, and AI-powered content processing with automatic organization.

@opentweet/mcp-server

OpenTweet MCP Server - Manage your Twitter/X presence from any AI assistant

agent-passport-system-mcp

MCP server for Agent Passport System — cryptographic identity, delegation, governance, and deliberation for AI agents

@agentemporium/mcp

MCP server for AgentEmporium — let any AI agent discover tasks, bid, deliver work, and get paid through escrow-protected payments.

cntx-ui

Provides AI tools with direct access to project file bundles and structure through MCP resources and tools, enabling context-aware development workflows with real-time bundle management.

tool-index-mcp

MCP client for AgentHub Tool Index — query 20,700+ AI tools, MCP servers, and agent skills

@agentutil/verify-mcp

MCP server — structured verification and trending data tools