Browse 30,310 community-built MCP servers
A Model Context Protocol server that provides real-time access to MongoDB product data, enabling sophisticated e-commerce queries with price range filters, category searching, and product recommendations through a conversational interface.
An educational repository designed to practice and understand the Model Context Protocol through simple server implementations. It demonstrates core MCP concepts such as tools, resources, and communication via stdio and SSE transport methods.
Generates customized, production-grade MCP servers for Rocket.Chat by selecting only the specific API endpoints needed for a project to minimize context bloat and token usage. It uses natural language processing to parse official OpenAPI specs and automatically create optimized TypeScript servers with built-in authentication and tests.
A beginner-friendly MCP server that provides utility tools for performing basic arithmetic calculations and managing text-based notes.
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Provides advanced cryptocurrency and stock market analysis using TradingView data with real-time screening, technical indicators, and pattern recognition. Supports multiple exchanges and markets for comprehensive trading intelligence through natural language queries.
An idiomatic Python MCP server that provides real-time access to NHL live data, player statistics, and team performance metrics through official NHL APIs.
Enables AI assistants to interact with HubSpot CRM for managing contacts, companies, deals, and sending emails through natural language commands.
Enables AI agents to search AustLII (Australian Legal Information Institute) for real Australian legislation and case law. Provides citations with direct links for legal research and verification.
Create, upload, and manage contracts from AI assistants. AI analysis and e-signatures.
A private, local Retrieval-Augmented Generation (RAG) server that provides hybrid search and memory management for documents and code files using LanceDB and Transformers.js.
A Python-based MCP server providing current date and time tools with support for ISO, Unix, and custom formats across multiple timezones.
A specialized MCP server for searching Spryker e-commerce framework resources, including GitHub packages, PHP code-level searches, and official public documentation.
An MCP server that automates Aspen Custom Modeler (ACM) via COM, enabling steady-state and dynamic simulations and variable manipulation. It allows users to programmatically manage ACM sessions and interact with .acmf files through standardized tools.
A command-line tool for managing multiple development services with a terminal UI, featuring colored logs, service filtering, and MCP integration for Claude Code.
A web automation MCP server that enables AI assistants to control a browser via Playwright on Cloudflare Workers, supporting navigation, interaction, and screenshots.
AgentCost — AI Agent Spend Analysis. MCP server that analyzes Claude Code session logs to find token waste and optimization opportunities. Free preview tier included.
Adobe Analytics MCP Server by CData
A BM25-based MCP server that enables document search and retrieval across structured domains of knowledge content, allowing Claude to search and reference documentation when answering questions.
Transforms chat conversations with AI into structured markdown summaries and automatically saves them to organized files in your notes directory. Supports different summary styles, handles large conversations through chunking, and provides tools to manage your saved summaries.
An MCP server that provides jokes to Microsoft Copilot Studio, demonstrating how to deploy a Model Context Protocol server that delivers Chuck Norris and Dad jokes upon request.
Enables comprehensive interaction with Discord servers to manage guilds, channels, messages, and members through an agentic workflow. It supports RAG capabilities, rate-limited message operations, and includes a React-based dashboard for monitoring and configuration.
AI services via Bitcoin Lightning — PDF summarisation, code review, translation and more.
A local MCP server to control and interact with Longplay, an album-focussed music player for macOS.
Enables management of Gradle-based Tomcat applications with capabilities for starting, stopping, restarting processes and querying application logs.
A MongoDB-backed MCP server for managing user data, providing tools for creating, retrieving, and paginated listing of user records with built-in Mongoose integration.
A Model Context Protocol desktop extension that allows Claude to query and interact with custom SQL databases in real-time during conversations.
SSH tunnel and remote server management MCP — execute commands, transfer files, manage