Browse 32,936 community-built MCP servers
Provides AI models with structured design guidelines and system prompts for creating consistent, high-quality interactive visualizations like charts, diagrams, and mockups. It enables on-demand loading of UI specifications to optimize token usage while ensuring visually polished and functional widget generation.
The official PixVerse MCP server provides powerful AI video generation capabilities, including text-to-video, image animation, video extension, and advanced features like lip sync and sound effects.
MCP (Model Context Protocol) Server. Integrates with the eSignatures.com API to simplify contract and document management, enabling creation, querying, and handling of digital contracts and signatures.
Control Fusion 360 with any AI through Model Context Protocol (MCP)
A specialized MCP server that bridges Figma designs with AI workflows, enabling automated extraction of production-ready code, design tokens, and optimized assets directly from design files.
A specialized MCP server for searching through the JLCPCB SMD component database to assist in electronic part selection for PCBA projects.
AI‑powered YouTube uploader—no CLI, no YouTube Studio.
A comprehensive collection of MCP servers for Huawei Cloud services, enabling AI agents to manage cloud resources like ECS, OBS, and VPC through standardized tools.
Minimalist AI agent that fixes itself when things break.
A toolset to crawl websites and generate Markdown documentation which is then made searchable via semantic vector embeddings within an MCP server, specifically optimized for Cursor integration.
A powerful MCP server providing deep integration with the PubChem chemical database, enabling molecular property retrieval, structure similarity analysis, bioassay data searching, and safety assessment.
MCP (Model Context Protocol) Server. Integrates with Microsoft Word documents to enable reading, writing, and editing of text, tables, and images for automated document processing and content generation.
An MCP server for Gerrit Code Review integration, enabling AI assistants to fetch change details, compare patchset diffs, and submit review feedback with comments and labels.
Sugar provides an autonomous AI development loop that manages task queues, performs iterative coding via Claude Code, and handles GitHub integration for feature building and bug fixing.
The official MCP server for the Science Design System (SDS), providing tools and evaluation scripts to ensure UI components comply with CZI's high-quality, accessible design standards.
A sandboxed MCP server that enables agents to execute and chain multiple tool calls within a TypeScript/WASM runtime, significantly reducing token consumption.
An LLM-based code review MCP server with AST-powered smart context extraction
A robust task management MCP server that implements a kanban system with SQLite storage and WIP limits to help AI agents maintain state across multiple sessions.
A sophisticated code analysis server that uses the CodeRank algorithm and ripgrep to provide importance-ranked search results, dependency mapping, and hotspot detection.
Self-hostable study dashboard with an MCP connector so Claude (claude.ai, Claude Desktop, Claude Code or any Claude surface) can read and write your coursework.
This MCP server enables AI agents to interact with Databricks Unity Catalog to explore data structures, analyze end-to-end lineage, and execute SQL queries. It optimizes metadata for LLM consumption, allowing agents to autonomously discover tables and understand business logic across notebooks and jobs.
An MCP server that automates the creation of comprehensive favicon sets, including multiple PNG sizes, ICO files, Apple touch icons, and web app manifests from a single source image.
MCP (Model Context Protocol) Server. Integrates with GitHub Projects to streamline Agile Sprint-based workflows, enabling project creation, task management, and sprint planning within the GitHub ecosystem.
MCP (Model Context Protocol) Server. Integrates with Wikidata to enable entity searches, property retrieval, and SPARQL queries for accessing structured knowledge about people, places, and concepts
A specialized MCP server for accessing Weibo data, enabling users to search for profiles, retrieve detailed user information, fetch social feeds, and monitor trending hot searches.
A specialized MCP server derived from the PyPtt library that allows AI models to interact with the PTT bulletin board system, supporting account management, posting, and information retrieval.
A unified MCP server for JavaScript build tools like Vite, Webpack, and Rollup, allowing AI to analyze codebase dependencies, inspect configurations, and interact with the build process.
A comprehensive MCP server for management of Storyblok spaces, providing full CRUD capabilities for stories, components, assets, workflows, and more.
MCP (Model Context Protocol) Server. Provides a Spring-based server for managing person and account data through lightweight H2 database querying with flexible retrieval capabilities by ID, nationality, and associated accounts.
A Model Context Protocol server that enables Azure OpenAI models to perform web browsing and automation tasks using Playwright.