Discover Awesome MCP Servers

Postmark MCP Server

An MCP server implementation that enables sending emails via Postmark email services with features for sending plain text/HTML emails, using templates, tracking delivery statistics, and listing available templates.

Advanced PocketBase MCP Server

镜子 (jìng zi)

UX Laws MCP

An MCP server for auditing and analyzing user interfaces across 20 platforms based on 30 fundamental UX laws. It provides automated code detection, platform-specific checklists, and comparative analysis to optimize design usability.

PDF RAG MCP Server

Enables intelligent search and question-answering over PDF documents using semantic similarity and keyword search. Supports OCR for scanned PDFs, persistent vector storage with ChromaDB, and maintains source tracking with page numbers.

Structured Workflow Engine MCP Server

A Context Engineering Framework that provides 9 battle-tested development workflows with smart validation to help AI models follow consistent processes.

OSV

The server can be utilized for secure development by listing all packages' CVEs, their affected versions and their fix versions.

Git Prompts MCP Server

镜子 (jìng zi)

Founder Intelligence Engine

Transforms founder profiles from social media into actionable strategic intelligence through automated scraping, LLM analysis, and personalized news tracking. It leverages vector search and caching to provide deep insights and relevant updates on specific founders.

public-ui-kolibri

KoliBri - the accessible Web Components library.

MCP - Model Context Protocol

一个对话式应用服务器，通过 Ollama 集成 LLM 功能，并具有向量记忆上下文，支持多用户、会话、自动历史总结以及用于执行实际操作的插件系统。

Filesystem MCP Server

Enables secure filesystem operations with directory sandboxing and optional read-only mode. Supports file reading/writing, directory management, file searching, and text operations while restricting access to specified directories.

Zen MCP Server

A Model Context Protocol server that gives Claude access to multiple AI models (Gemini, OpenAI, OpenRouter) for enhanced code analysis, problem-solving, and collaborative development through AI orchestration with conversations that continue across tasks.

nUniversal-Robots-MCP

优傲机器人 MCP 服务器 (Yōu ào jīqìrén MCP fúwùqì)

SSH MCP Server

Enables remote server management through SSH and SFTP, supporting command execution, file transfers, and interactive shell sessions. It allows for multiple concurrent connections using either password or SSH key authentication.

coremcp

Connect Legacy Databases to AI Agents via Model Context Protocol. Open-source bridge for LLM data analysis.

Slack Note Capture MCP Server

Enables two-way communication between Claude and Slack for posting messages, managing threads, and handling files. It specifically supports asynchronous workflows by allowing Claude to poll for remote user replies and send task notifications.

cwprep-mcp

Generating Tableau Prep data flow (.tfl) files

Telegram Bridge MCP

Bridges AI assistants to a Telegram bot to enable two-way messaging, interactive confirmations, and live status updates. It supports automatic voice transcription via local Whisper models and provides secure, single-user communication for MCP-compatible hosts.

Ambient Code Platform MCP Server

Delegates expensive or long-running AI tasks to Kubernetes-hosted Claude agents running on OpenShift. Enables creating, managing, and monitoring remote agentic sessions for complex work like codebase analysis and security audits.

TreeSitter Code Structure MCP Server

Analyzes source code across multiple languages to extract structural elements like classes, functions, and parameters using tree-sitter. It provides LLM-optimized markdown output that includes nesting levels, line numbers, and signatures to facilitate codebase navigation.

A11y MCP Server

An MCP server that enables LLMs to perform web accessibility testing against WCAG standards using Deque Axe-core API and Puppeteer.

Neon MCP Server

A lightweight Model Control Protocol server that allows agents like Cursor to interface with the Neon database REST API through Cloudflare Workers.

mood-booster-agent

An ERC-8004 registered AI Agent that delivers uplifting messages via MCP protocol with on-chain USDC tipping and reputation feedback.

Context MCP Server

A CloudFlare Workers-based MCP server that provides semantic memory and journal capabilities with vector search. Enables users to store, search, and retrieve memories and journal entries using AI-powered semantic similarity without any local setup required.

MCP Wait Timer Server

提供一个简单的“等待”工具，该工具可以在 MCP 客户端执行的工作流程中引入有意的暂停，以便在继续下一步之前，为异步操作完成留出时间。

mcp-remotetouch

An MCP server for remotely controlling touchscreens on Linux devices over SSH using virtual touch input. It enables actions like tapping and swiping without requiring any software installation on the target machine.

ContextFS

Universal AI memory layer that provides cross-client, cross-repo context management with semantic search, automatic code indexing, and session management. Enables persistent developer memory across projects with typed memories, graph-based relationships, and RAG-powered retrieval.

stripfeed-mcp-server

Converts any URL to clean, token-efficient Markdown for AI agents. Strips ads, navigation, and scripts. Supports CSS selectors, batch processing (10 URLs), token counting, and smart caching.

Azure MCP Server

Enables monitoring and management of Azure resources including Virtual Machines (VMs) and Virtual Machine Scale Sets (VMSS) through a RESTful API with secure Service Principal authentication.