AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Windows System MCP
A comprehensive Model Context Protocol server that enables AI assistants to interact with and manage Windows systems, providing capabilities for file system operations, process management, system information retrieval, registry operations, service management, network diagnostics, and performance monitoring.
MCP Chat
A command-line interface application that enables interactive chat with AI models through the Anthropic API, supporting document retrieval, command-based prompts, and extensible tool integrations.
Indigo MCP Server Plugin
A Model Context Protocol server that enables AI assistants like Claude to interact with Indigo home automation systems through natural language queries for searching and controlling devices, variables, and actions.
Keplaca Scraper MCP
Provides vehicle data scraping from keplaca.com through the Model-Context Protocol, allowing users to retrieve detailed information about Brazilian vehicles using license plate numbers.
PokéBattle AI Strategist
An intelligent Pokémon battle strategy assistant that provides strategic recommendations, type effectiveness analysis, and competitive insights through conversational AI powered by Algolia search.
Unlock-MCP
An MCP server providing comprehensive access to Unlock Protocol on Base and Base-Sepolia networks, enabling AI agents to interact with membership, subscription, and access control functionality.
AetherLink SDR MCP
Enables control of Software Defined Radios and decoding of radio protocols through an AI-friendly Model Context Protocol interface, supporting RTL-SDR and HackRF hardware for signal analysis and protocol decoding.
YouTube Transcript MCP Server
Enables AI models like Claude to easily access and utilize subtitle data from YouTube videos by extracting transcripts from video URLs with support for multiple languages.
Naver Encyclopedia MCP Server
A Model Context Protocol server that wraps Naver's encyclopedia search API, allowing users to search for information from Naver's encyclopedia through stdin/stdout or HTTP interfaces.
Oracle MCP Server
Provides flexible access to Oracle databases for AI assistants like Claude, supporting SQL queries across multiple schemas with comprehensive database introspection capabilities.
MCP Market Statistics Server
Provides comprehensive statistics and advanced analysis tools for the Korean stock market, offering real-time index data, sector analysis, investor trend tracking, and AI-based market pattern recognition.
Remote MCP Server on Cloudflare
A deployable Model Context Protocol server on Cloudflare Workers that enables AI models to access custom tools without authentication requirements.
Meteora DLMM MCP Server
A personal MCP server for managing Meteora decentralized liquidity market maker positions on Solana, allowing users to view pool information, check positions, and claim accumulated fees through Claude AI.
GHL MCP Server
Enables AI agents to programmatically manage GoHighLevel accounts through a Cloudflare Workers-based server. It currently supports CRUD operations for custom fields, custom values, and object folders with plans to include contact and pipeline management.
Cursor Agent Poisoning
A proof-of-concept attack that exploits Model Context Protocol (MCP) tool registration to achieve persistent agent poisoning in AI assistants like Cursor, embedding malicious instructions that persist across chat contexts without requiring tool execution.
LocalMCP
An advanced MCP-based AI agent system with intelligent tool orchestration, multi-LLM support, and enterprise-grade reliability features like semantic routing and circuit breakers.
MCP Unit Test Sensei
An MCP server that enforces unit testing standards by linting code and guiding agentic coding tools (like Gemini CLI or Claude Code) to follow best practices in test-driven development.
MCP Server Boilerplate
A starter template for building MCP servers that can integrate with Claude, Cursor, or other MCP-compatible AI assistants to create custom tools, resource providers, and prompt templates.
LogAnalyzer MCP Server
An AI-powered server that provides rapid debugging of server logs with actionable fixes in under 30 seconds, featuring real-time monitoring and root cause analysis through Google Gemini integration.
AviBase MCP Server
A Model Context Protocol server that provides AI assistants with access to comprehensive bird data, enabling queries across taxonomic classifications, conservation statuses, and geographic distributions from the AviBase dataset.
Graphiti MCP Server
A framework for building and querying temporally-aware knowledge graphs that allows AI assistants to interact with graph capabilities through the Model Context Protocol.
Curl MCP Server
An MCP server that enables AI assistants to make HTTP requests and download files using curl, allowing them to interact with web APIs and content.
Weather MCP Server
Provides real-time weather information and forecasts, connecting AI assistants with live weather data for current conditions and multi-day forecasts for any location worldwide.
MCP Server
A centralized architecture that serves as the only data access layer between frontend/backend applications and Supabase/Redis, enforcing strict data access control while maintaining simplicity and efficiency.
Bugcrowd MCP Server
Provides secure access to the Bugcrowd bug bounty platform API, optimized for OpenAI's Agents SDK integration to enable vulnerability management and security research.
OpenStack MCP Server
Modern and stable Model Context Protocol server that enables controlling OpenStack through natural language commands via Claude Desktop.
Facebook Ads Management Control Panel
A Node.js Express server that integrates with Facebook Marketing API to provide a platform for managing ad campaigns, analyzing performance, and receiving optimization recommendations.
Model Context Protocol Server
An MCP server for integrating AI models with client applications, allowing for structured interactions with APIs using command-line arguments for authentication and configuration.
SwaggerMcp
A service that dynamically generates MCP tools from Swagger/OpenAPI documentation, allowing Claude Desktop to directly invoke REST APIs through natural language.
PsyFlow-MCP
A lightweight FastMCP server that enables language models to discover, clone, transform, and localize PsyFlow task templates through a streamlined workflow with standardized tools.