Discover Awesome MCP Servers

agnes-image-mcp

An MCP server that gives text-only models image generation and understanding capabilities, with tools like generate_image, describe_image, and set_api_key. It enables any MCP client to create and analyze images using a single API key.

MySQL Database Access

An MCP server that provides read-only access to MySQL databases.

ssh-session-mcp

SSH Session MCP fills a gap in the MCP ecosystem by offering a persistent shared SSH PTY runtime, not just stateless command execution. It features browser collaboration, input locking, safe/full execution modes, async command tracking, configurable policy rules, and multi-device profiles. Ideal for remote development, embedded systems, infrastructure workflows, and hardware control scenarios.

Mathematica MCP Server

Enables evaluating Wolfram Language code and retrieving Wolfram Engine version/license info through an MCP interface.

Gigaspec

An AI-native specification framework that enables deep requirements analysis and structured project planning through intelligent Q\&A workflows. The MCP server provides tools for project initialization, requirement analysis, and the generation of living documentation like development plans and architecture specs.

WP MCP Server

Hosted MCP server that bridges Claude.ai with one or more WordPress sites.

mcp-lyrics-ovh

Provides keyless lyrics lookup for songs by artist and title, with a suggest tool for query autocomplete.

Homey MCP Server

Enables AI agents to control Homey smart home devices, trigger flows, and query zones via the Homey API.

Roblox Studio Ultimate MCP Server

A comprehensive MCP server providing 41 tools for complete Roblox Studio control, enabling safe script editing with syntax checking, instance manipulation, and backup features directly from Claude Code or any MCP-compatible AI assistant.

Baseline MCP Server

웹 플랫폼 API를 사용하여 기준선 상태를 확인하는 MCP 서버

polycodegraph

Multi-language code-graph MCP server with 18 tools for structural code queries — find_symbol, callers, callees, blast_radius, dead_code, and cross-stack dataflow_trace from HTTP request through service layers to SQL. Tree-sitter parsing for Python, TypeScript, JavaScript, and Go; local-first, no API key required.

MCP Invoice

OCR 기술을 사용하여 PDF 및 이미지에서 데이터를 추출하고, AI 어시스턴트가 송장 문서를 처리, 텍스트 추출, 병합할 수 있도록 지원하는 송장 및 영수증 처리를 위한 Python MCP 서버.

Parcel Pilot MCP

Enables AI to query your personal package tracking information from Taobao, JD, and Cainiao after a one-time QR code login.

Fast Mermaid Validator MCP

Validates Mermaid diagrams with comprehensive grammar parsing supporting 28+ diagram types. Processes markdown files, ZIP archives, and direct input with detailed error reporting and enterprise-grade performance capabilities.

Twitter Universal MCP Server

Provides a standardized MCP interface for interacting with Twitter's tools and services, compatible with MCP-compliant applications.

Claude Code Control MCP

Enables programmatic execution of coding tasks and autonomous file operations using Claude AI. It allows agents to search codebases, run shell commands, and track file changes through the Model Context Protocol.

Dev Proxy MCP Server

Enables AI assistants to interact with Dev Proxy for creating configurations, finding documentation, and discovering best practices via the MCP standard.

Obsidian Knowledge Management MCP Server

Enables LLMs to read, search, and manage Obsidian vault markdown files, including YAML frontmatter, wikilinks, and graph operations through a secure stateless I/O layer.

Confluence MCP Server

Confluence 문서 시스템에서 콘텐츠를 검색하고 가져올 수 있도록 지원하는 MCP 서버입니다. 문서 검색과 전체 페이지 콘텐츠 검색 기능을 제공합니다.

User Prompt MCP Server

A server that lets AI agents ask users clarifying questions mid-task via a pop-up terminal window, enabling interactive context gathering.

jimeng4-mcp

An MCP server providing multi-modal generation tools based on Volcengine's Jimeng AI, supporting high-quality 4K image creation, intelligent image editing, and video generation. It enables users to perform complex visual tasks directly within clients like Cursor and Claude Desktop.

zotero-mcp

Enables AI assistants to search and retrieve metadata, abstracts, and notes from a user's Zotero library through tools like search, get item, and list collections.

mcp-google-calendar

Enables managing Google Calendar events including creating, listing, updating, and deleting events through natural language.

MCP Server Starter

A production-ready starter template for building Model Context Protocol (MCP) servers with TypeScript. Includes automated tooling for creating new MCP tools, testing, and deployment to Claude Desktop.

wd-mycloud-mcp

Enables AI assistants to browse, read, write, move, copy, and delete files on WD MyCloud Home devices, supporting local SMB and remote REST API connections with automatic token refresh.

Baidu Search MCP Server

LLM이 웹을 검색하고 웹페이지 콘텐츠를 추출할 수 있도록 Baidu를 통해 웹 검색 기능을 제공하고 콘텐츠 가져오기 및 파싱 기능을 제공합니다.

MCP QQ Music Test Server

Modular Control Protocol을 통해 QQ Music 검색 기능을 제공하는 서버로, 사용자가 키워드로 음악 트랙을 검색하고 노래 정보를 검색할 수 있습니다.

Enterprise MCP Server

A highly configurable, deployment-ready MCP server with modular architecture for dynamic tool loading and external package support.

ElevenLabs MCP Server

Official MCP server that enables interaction with ElevenLabs Text to Speech and audio processing APIs. It allows generating speech, cloning voices, transcribing audio, and creating sound effects through natural language.

blender-mcp-antigravity

Enables Antigravity users to control Blender scenes, objects, and external asset integrations (PolyHaven, Sketchfab, etc.) via natural language commands, with Windows-optimized compatibility.