Browse 27,047 community-built MCP servers
A k6 extension that enables performance and load testing of MCP servers by providing a JavaScript API to create clients and call tools.
A comprehensive documentation lifecycle management server that automates change detection, link validation, quality assessment, and synchronization between code and documentation.
Enables passage-level semantic search over a Zotero library by extracting, chunking, and embedding PDF text using Gemini and ChromaDB. It provides MCP tools to perform topical searches and retrieve specific document passages with surrounding context.
Local-first knowledge base with semantic search for AI coding assistants. Fewer tokens, faster context.
A ClickUp MCP server that enables AI models to fetch task details, authenticate workspaces, and manage project workflows through the ClickUp API.
This is a simple example of using MCP Server to invoke the task chain of the iFlytek SparkAgent Platform.
MCP (Model Context Protocol) Server. Integrates with Replicate to provide access to AI models for image generation, with features like parameter customization and output resizing.
MCP (Model Context Protocol) Server. Integrates with Nostr decentralized protocol to enable discovery, preparation, and publishing of standardized health and fitness data events while maintaining user privacy and control over sensitive information.
MCP (Model Context Protocol) Server. Integrates with Kroger's grocery API to search products, find store locations, retrieve pricing and availability information, and manage shopping carts through OAuth2 authentication.
MCP (Model Context Protocol) Server. Provides secure MySQL database access through a FastAPI server with SQLAlchemy and PyMySQL, enabling configurable connection pooling and optional query restrictions.
MCP (Model Context Protocol) Server. Provides access to the Consumer Financial Protection Bureau's complaint database for searching and retrieving banking and financial service complaints by company, product type, and result size.
MCP (Model Context Protocol) Server. Enables natural language management of virtual machines in Kubernetes environments through KubeVirt API, allowing users to list, start, and stop VMs without writing complex kubectl commands.
Analyze GitHub repositories into structured JSON with tech stack detection, dependency analysis, health signals, and security checks. No AI, fully deterministic. Available as CLI and MCP server.
An MCP server that integrates Qwen's large-context code analysis capabilities into AI assistants, allowing for advanced codebase exploration using @filename syntax and sandboxed code execution.
A comprehensive Model Context Protocol (MCP) server template for Node.js with TypeScript, supporting both stdio and SSE transports
High-performance MCP server for USPTO Patent Trial and Appeal Board (PTAB) with context reduction, progressive disclosure workflows, and seamless cross-MCP integration
A comprehensive random generation utility server for MCP, providing secure UUIDs, Gaussian distributions, password generation, dice rolling, and persistent card deck simulation.
An MCP server that enables image generation via Google's Gemini 2.0 Flash experimental model, providing direct base64-encoded outputs within MCP-compatible clients.
A robust MCP server that bridges vLLM capabilities with AI assistants, offering automated Docker/Podman container management, GPU detection, and comprehensive inference tools across Windows, macOS, and Linux.
AI-native CMS with 41 MCP tools for managing websites through natural language.
MCP (Model Context Protocol) Server. Provides real-time news and trending topics through ByteDance's implementation, enabling access to current events and breaking news for building news-aware applications and content generation systems.
MCP (Model Context Protocol) Server. Enables AI to capture and analyze screenshots from a user's desktop on demand, providing visual context for troubleshooting or interacting with content that would otherwise be inaccessible through text-only communication.
[](https://www.npmjs.com/package/@lacolaco/acl)
An MCP server wrapper for the China Historical Geographic Information System (CHGIS) API, allowing users to query historical Chinese administrative divisions and geographic data from 222 BCE to 1911 CE.
A plug-and-play MCP server that enables AI assistants to manage wallet infrastructure, automate project configuration, and scaffold applications using Openfort's infrastructure.
A high-performance MCP server providing 642 mathematical functions across domains like number theory, calculus, linear algebra, and statistics with both STDIO and HTTP transport options.
Enables AI assistants to scan project dependencies and Infrastructure as Code files for security vulnerabilities and misconfigurations. It also provides automated fixing capabilities to remediate identified security issues.
Scan AI-generated projects for production readiness issues
A high-performance Rust-based MCP server that wraps Factory.ai's Droid CLI, providing AI-assisted coding capabilities with fine-grained autonomy controls and reasoning depth configurations.
MCP (Model Context Protocol) Server. Provides current time and date information.