Discover Awesome MCP Servers

XMI MCP Server

An MCP server for querying and exploring SysML XMI models, specifically designed for MTConnect model exports. It allows users to search for packages, classes, and enumerations while providing tools for analyzing documentation and inheritance hierarchies.

mcp-transkriptor

Wraps the Transkriptor developer API to transcribe audio, video, public URLs, and live meetings, with support for fetching transcriptions, summaries, exports, file management, custom vocabulary, webhooks, text-to-speech, and AI chat knowledgebases.

SAP SuccessFactors MCP Server by CData

SAP SuccessFactors MCP Server by CData

MCPBrowser

Fetches content from authenticated web pages by driving your signed-in Chrome/Edge browser via DevTools Protocol, automatically handling login redirects and reusing sessions across domains.

Sentry

Enables interaction with Sentry's error tracking and monitoring tools through a unified API, allowing natural language access to Sentry services.

CORS Doctor MCP Server

Enables CORS diagnostics with a free local tier and a premium server-side tier gated by payment.

SEO Audit MCP Server

Provides comprehensive technical SEO auditing tools including page analysis, site crawling, Lighthouse performance testing, and sitemap analysis, with specialized features for job board websites like JobPosting schema validation.

AI-Canvas MCP Server

Enables AI assistants to inspect, modify, export, and validate design documents with 47 tools covering design, code generation, branding, and print/mockup workflows.

Crash MCP Server

Enables AI assistants to analyze Linux system crash dumps by automatically discovering dump files, matching kernels, and executing interactive crash analysis commands through the MCP protocol.

AI Producer Hub

Integrates AI-powered music generation with professional production tools, enabling autonomous music creation workflows from MIDI input to live streaming.

NetADX AI-CORE MCP API Boilerplate

A minimal, production-ready MCP server boilerplate for building AI-powered backend services with TypeScript, MongoDB, and JWT authentication.

Prompt Library MCP Server

A comprehensive prompt library for frontend developers covering React, frontend best practices, and coding guidelines, accessible via MCP tools.

CodeCompass MCP

An enterprise-grade Model Context Protocol server that provides comprehensive GitHub repository analysis and AI-powered development assistance through 11 streamlined tools.

pixscii

A pixel art animation MCP server for AI agents, enabling scene generation, sprite drawing, and PNG export with zero latency.

Basic MCP Server

A minimal Model Context Protocol server template demonstrating basic implementation of tools, resources, and prompts. Serves as a starting point for building custom MCP servers with the Smithery SDK.

StelaSpace

StelaSpace is an HTML-first knowledge base for the artifacts AI agents create. This MCP server lets Claude Code, Claude Desktop, and Codex publish HTML files straight from your editor — it takes a file path and uploads from disk, so even large data-heavy reports work. Free tier available.

Tencent Mail Agent MCP Server

Enables fetching and analyzing emails from Tencent Exmail or any IMAP service, with tools to list yesterday's emails.

pfSense Enhanced MCP Server

Enables natural language interaction and management of pfSense firewalls through Claude and other GenAI applications using the Model Context Protocol. It provides advanced tools for firewall rule configuration, interface management, and intelligent log analysis via a REST API integration.

Grocery Logger MCP Server

Enables logging and analyzing grocery purchases, tracking prices, spending patterns, and purchase history through natural language with Claude Desktop.

MCP Gateway

A TypeScript gateway that aggregates multiple MCP servers into a single endpoint, enabling AI agents to access tools from many backends through one connection.

VecGrep

Semantic code search MCP server that reduces token usage by ~95% by returning top relevant code chunks instead of full files.

nyumba-mcp

MCP server for Kenya housing — rental market guide, tenant rights, building permits, affordable housing programs, housing finance.

zan-mcp-server

ZAN 节点服务的模型上下文协议服务器。

A2A GOSCE Agents

GOSCE Portfolio Router Single entry point for the GOSCE agent portfolio. Routes orchestrators to verified agents by capability with real example outputs from live self-test probes. Quality-assured broker, not a static directory. Structured Output MCP Agent Turn a prompt and field schema into validated, typed JSON using Instructor over Gemini 2.5 Flash. Ideal for extracting structured entities from

Nepse API MCP Server

Provides structured access to Nepal Stock Exchange market data through the Model Context Protocol, enabling AI integration for querying real-time stock data and market analysis.

MCP-Demo: Model Context Protocol Integration with OpenAI

初步的 C# MCP SDK 客户端-服务器 示例

MCP Server Boilerplate

A production-ready boilerplate for creating Model Context Protocol servers. Provides interactive CLI to scaffold projects, supports stdio and HTTP transports, authentication, and example tools.

Moodle Developer Documentation MCP Server

A Model Context Protocol (MCP) server that provides seamless access to Moodle developer documentation from moodledev.io. It enables AI assistants and other MCP clients to search, browse, and retrieve Moodle development documentation with version-specific support.

humaans-mcp

Read-only MCP server for the Humaans HRIS API, providing tools to query people, reporting chains, compensation, time away, and more.

ebs-initializer-mcp

Automates AWS EBS volume initialization via AWS Systems Manager, supporting multi-instance parallel execution and real-time progress tracking.