AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
x402 MCP Payment
Enables AI agents to access paid content by integrating cryptocurrency payments through the x402 protocol, allowing LLMs to verify payments and retrieve paid resources automatically.
Playwright MCP Automation
Enables AI assistants to control browser automation through natural language prompts using Playwright, supporting visual element interaction, PDF generation, screenshots, and testing assertions.
DB Agent MCP Server
Enables secure interaction with MySQL databases through SQL queries, supporting read-only operations without approval and write operations with user confirmation.
mcp-playwright
🚀 Active Fork of executeautomation/mcp-playwright This repository is an actively maintained continuation of the original MCP Playwright server: >👉 https://github.com/executeautomation/mcp-playwright A Model Context Protocol server that provides browser automation capabilities using Playwright.
Todoist MCP Server
Enables AI assistants to manage Todoist tasks, projects, sections, and labels through natural language, supporting task creation, updates, completion, and intelligent organization of your workflow.
LLM Inference Pricing Research Server
Enables scraping and comparing pricing information for LLM inference services across multiple providers (CloudRift, DeepInfra, Fireworks, Groq) using Firecrawl API and SQLite storage.
Element-UI MCP Server
Provides comprehensive Element-UI v2.15.14 component documentation including properties, events, and usage examples to help AI assistants generate accurate Vue 2 code.
CVE MCP Server
Provides conversational access to a local CVE (Common Vulnerabilities and Exposures) database, enabling natural language queries to search vulnerabilities, retrieve detailed CVE information, and view security statistics.
Tilt MCP Server
Enables AI assistants to interact with Tilt development workflows, including monitoring resource status, managing resources (enable/disable/trigger), accessing logs, and configuring Tiltfile arguments through natural language.
Muiscan MCP Server
Converts Figma designs into production-ready MUI (Michael UI) web components through the Model Context Protocol. Enables seamless design-to-code workflow by transforming Figma exports into accessible, standards-compliant web components.
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API Manager
Enables secure management of API keys through an encrypted environment file with automatic categorization, search functionality, and backup operations. Provides comprehensive API key organization with value masking, audit trails, and export capabilities for safe credential management.
Resend MCP
Enables sending emails through the Resend service API. Provides a simple email sending tool that integrates with MCP-compatible clients.
AI MCP Gateway
Intelligent multi-model orchestrator with dynamic routing that optimizes AI costs by prioritizing free models and escalating to paid tiers only when needed, with stateless architecture using Redis and PostgreSQL.
MCP Server
Provides custom tools for news search, user profile management, and mathematical operations through the Model Context Protocol.
SumUp MCP Server
Enables natural language interactions with SumUp payment services and APIs, allowing users to manage their SumUp account, process payments, and access payment data through LLM-powered conversations.
Chemspace MCP Server
Enables AI agents to search the Chemspace API for synthesizable building blocks and screening compounds using exact matches, substructure searches, and similarity searches by SMILES strings.
Medical GraphRAG Assistant
Enables AI-powered medical information retrieval through FHIR clinical document search and GraphRAG-based exploration of medical entities and relationships. Combines vector search with knowledge graph queries for comprehensive healthcare data analysis.
MCP Doctor
Check and improve the contract quality of any MCP server — for humans, agents, and platforms.
Academic MCP
Enables AI tools to search and retrieve data from various South Korean and Japanese academic databases, including research journals, historical records, and legislative information.
Excel MCP Server
Enables AI agents to create, read, and manipulate Excel files without requiring Microsoft Excel installation. Supports comprehensive spreadsheet operations including formulas, formatting, charts, pivot tables, and data validation.
Strava MCP Server
Enables AI assistants to retrieve and display Strava activity data including workout details, distance, time, and dates. Currently uses sample data but can be extended for real Strava API integration.
Dad Joke Visualizer
Generates clean, PG-13 dad jokes using AI and creates visual illustrations to accompany them on beautiful web pages. Works seamlessly with Cursor's Auto feature for interactive joke creation through natural language prompts.
Enhanced MCP Stock Query System
Enables AI-powered natural language stock market queries with real-time data from Yahoo Finance and CSV fallback. Uses Google Gemini to interpret queries and automatically fetch stock prices, comparisons, and market summaries.
GoCardless MCP Server
Enables AI assistants to interact with GoCardless payment data, providing tools to manage customers, payments, mandates, subscriptions, and payouts. Includes Xero integration support for automatic parsing of metadata.
MCP Container Weather Server
A Docker-based MCP server that provides current weather information for cities worldwide. Enables AI assistants like Claude to fetch temperature, weather conditions, and humidity data through a standardized interface.
MCP-NG
A high-performance Go-based MCP server that provides a microservice architecture for orchestrating diverse tools through gRPC and HTTP/REST APIs. Enables seamless integration of language-agnostic tools including ML capabilities, web search, calculations, and human interaction for intelligent agent workflows.
Weather MCP
Enables weather data retrieval and visualization with support for geocoding, multi-day forecasts, historical weather queries, and natural language processing through LangChain integration. Supports both current and historical weather data with interactive charts and multiple language support.
Task Manager MCP Server
Enables AI assistants to manage tasks through a comprehensive interface with 8 tools for creating, updating, searching, and tracking tasks with priorities, categories, and due dates. Features persistent file-based storage, advanced filtering, and task statistics for complete task management workflow.
Weather MCP Server
Provides weather information including alerts and forecasts for any location, web search capabilities through Brave Search API, and basic math operations. Includes weather-based event suggestions to help users plan activities based on current conditions.