Browse 32,574 community-built MCP servers
A browser-based MCP server using Playwright to automate Xiaohongshu (Little Red Book) interactions, including keyword searching, content retrieval, and intelligent comment generation.
A robust MySQL MCP server supporting real-time database operations via SSE, featuring granular security controls, SQL risk analysis, and database isolation levels.
MCP server for natural language interaction with Power BI datasets
A documentation retrieval system for Claude Code providing real-time access to 85+ framework documentations with intelligent caching and multi-framework context enhancement.
A local RAG-based web search server that enables LLMs to fetch real-time information without external APIs by using DuckDuckGo search and local embedding models.
The official LAPRAS MCP Server allows users to search for jobs, manage professional experiences, and update career goals and technical skills directly through AI models using the LAPRAS platform.
The official MiniMax MCP implementation providing high-performance AI capabilities for multimodal content creation including high-fidelity text-to-speech, image and video generation, music creation, and voice cloning.
MCP (Model Context Protocol) Server. Creates and manages dynamic MCP servers on-demand, enabling flexible tool execution and server lifecycle control through a TypeScript-based controller that runs in Docker for optimal isolation and security.
A high-performance web capture tool specifically optimized for AI vision workflows, featuring automatic image tiling and resolution limiting for Claude Vision API compatibility.
MCP (Model Context Protocol) Server. Toolkit for creating blockchain agents that interact with the Starknet network, enabling wallet management, DeFi operations, and smart contract interactions through modular plugins
🚀 All-in-one MCP server with AI search, RAG, and multi-service integrations (GitLab/Jira/Confluence/YouTube) for AI-enhanced development workflows
TaiBu MCP Server - 命理计算工具 (stdio)
A robust MCP server implementation featuring a full OAuth 2.1 flow and Reddit integration to demonstrate advanced capabilities like sampling and real-time notifications.
A curated list of awesome MCP (Model Context Protocol) tools, platforms, and services for enterprises.
Task management protocol for solo developers and AI coding agents with 2-gateway CQRS pattern
A Spring Boot Starter that automatically transforms existing Spring MVC controllers and tools into MCP-compliant services with zero-to-minimal code changes.
MCP (Model Context Protocol) Server. Access Go package documentation and project structures.
A comprehensive MCP server for managing Coolify infrastructure, providing 34 token-optimized tools for application deployment, database management, and system diagnostics through AI assistants.
An MCP server that enables LLMs to create data visualizations using Vega-Lite syntax by saving data tables and generating charts as text specifications or PNG images.
Interact with Language Servers usint the Language Server Protocol to provide additional context information via hover, code actions and completions.
An MCP server that enables secure terminal command execution, directory navigation, and file system operations through a standardized interface.
An academic research tool that enables Claude to search and retrieve metadata, abstracts, and full-text content from Semantic Scholar and Crossref APIs.
A comprehensive software development suite for AI assistants that provides deep research, automated project planning, codebase mapping, and an AI-native task management system using RDD methodology.
Official Go implementation of the UTCP
A Node.js MCP server that allows AI agents to design and manage Webflow sites using the official Webflow JavaScript SDK and Data API. It features a bridge app to sync the live Webflow canvas with AI clients like Cursor and Claude.
A specialized MCP server that allows users to query and analyze Apple Health data exports using natural language, leveraging Elasticsearch, ClickHouse, or DuckDB for efficient indexing and search.
Heimdall provides a persistent, long-term cognitive memory for AI coding assistants by indexing git history and project documentation into a Qdrant vector database. It allows LLMs to recall architectural patterns, past solutions, and session lessons across different chat sessions.
A comprehensive MCP server for the Hevy Fitness API, allowing users to manage workouts, routines, folders, and exercise templates directly through an AI assistant.
A robust Model Context Protocol server that enables AI assistants to manage PocketBase databases through schema manipulation, CRUD operations, user authentication, and database backups.
A SSE-based MCP router and gateway that provides unified access to enterprise systems by bridging multiple MCP servers and leveraging 300+ Apache Camel integration components.