Browse 28,023 community-built MCP servers
Context engineering: Make your agents aware of how they affect 🧪 test coverage🧪 during a coding session
Enables advanced geospatial analysis including elevation queries, line-of-sight calculations, terrain visualization, and autonomous drone mission planning with real-time safety analysis and 3D visualization capabilities.
A MCP server that provides real-time weather information for any city through a simple tool that resolves geographic coordinates and fetches current weather data.
Enables comprehensive Opsgenie alert management including listing, creating, acknowledging, and closing alerts, as well as managing alert notes, logs, and custom properties through natural language.
Enables AI assistants to search, download, and read arXiv research papers through a Message Control Protocol interface, with support for paper filtering and local storage.
A template for deploying authentication-free MCP servers on Cloudflare Workers, enabling custom tool creation and integration with Claude Desktop and AI Playground via remote connections.
Enables access to AEM block metadata by reading structured information from blocks.json files. Provides a simple tool to list available blocks with their descriptions, file paths, and counts.
A sophisticated persistent memory system using hybrid vector/keyword search with neural reranking to store and retrieve AI agent insights across coding sessions.
Maple is a unified MCP server for agent observability, safety control, and behavior evolution, acting as a monitoring and auditing layer for high-agency agents. It enables developers to capture session timelines, replay risky branches, detect anomalies using ML, and enforce action guardrails.
Enables AI assistants to fetch, index, and perform semantic RAG-based searches on API documentation from various sources. It provides tools for hybrid search and collection management, allowing users to access up-to-date documentation from projects like Gemini and FastMCP.
A text-to-image generator using Zhipu AI's CogView-4 API, enabling automated image creation from prompts via MCP clients.
A Model Context Protocol server that enables LLMs to retrieve NBA data including player stats, team information, game logs, and league standings through the nba_api library.
Enables AI assistants to send native macOS notifications with support for custom sounds, interactive reply fields, and action buttons.
A Node.js implementation of the Kagi Model Context Protocol server that enables Claude AI to search the web and summarize documents, videos, and audio using Kagi's APIs.
ERC-20 token launchpad on Ethereum — deploy, presale, swap, and farm via AI agents
A high-performance persistent context storage server for LLM agents that supports multimodal data, thread-based scoping, and advanced hybrid search capabilities including semantic and full-text search.
A specialized tool for generating Chinese BaZi astrological charts with support for true solar time correction, lunar conversions, and Luck Pillar calculations based on birth location and time.
Model Context Protocol server for WebForge - Create and manage websites for local businesses
Search npm packages, get live registry data, and compare alternatives. No API key needed.
A template for creating secure, remotely accessible MCP servers with OAuth authentication and Cloudflare ZeroTrust Access protection. Enables deployment of containerized MCP servers that can be safely accessed by Claude Desktop and other MCP clients through authenticated connections.
MCP server for generating REST API boilerplate and Express endpoints.
A comprehensive template for building Model Context Protocol servers with FastMCP framework, featuring modular architecture, auto-discovery registry, and support for multiple transport methods. Includes example arithmetic and weather tools to help developers quickly create custom MCP servers.
QR-driven customer-journey platform for tracked QR codes, short links, and analytics.
168 MCP tools: token prices, whale tracking, DeFi, wallets across Base/Tron/BTC/XRP/Kaspa
Persistent AI memory with semantic search, conflict detection, and ticketing.
A production-ready MCP server ecosystem providing Claude AI with 150+ specialized tools across enhanced memory, data analytics, security, design, and infrastructure domains with PostgreSQL, Redis, Qdrant, and Docker orchestration.
A demonstration MCP server providing access to a SQLite employee database and email services via Mailtrap. It features tools for user management and an AI-driven project team proposal prompt.