Discover Awesome MCP Servers

Simple Voice MCP Server

Enables text-to-speech playback with multiple Japanese character voices using VLC, supporting simultaneous audio playback and custom pronunciation dictionaries for English words.

rust-faf-mcp RMCP

Persistent project context in Rust. 8 MCP tools via rmcp SDK — parse, validate, score, compress, discover, and token analysis. Single binary, zero config. IANA-registered format (application/vnd.faf+yaml). One file, every AI platform.

OpenAccess MCP

Enables secure remote access operations through SSH, SFTP, rsync, VPN, and tunneling with enterprise-grade policy enforcement and audit logging. Provides AI assistants with secure, policy-driven access to remote systems while maintaining comprehensive audit trails and zero-trust security.

TreeBeam MCP Server

Enables AI assistants to interact with the TreeBeam financial management and accounting platform. Users can list organizations and projects using secure OAuth 2.0 authentication integrated directly into their AI conversation.

custom_mcp_server

Building custom MCP server

epsteinexposed-mcp

MCP to explore the EpsteinExposed API through the epsteinexposed pip api wrapper.

Gemini MCP

An AI-powered Model Context Protocol server for Claude Code that provides code intelligence tools including codebase analysis, task management, component generation, and deployment configuration.

MedGemma Vertex

MCP server that routes medical questions and images to MedGemma models hosted on Vertex AI, enabling interaction with text-only and multimodal medical AI systems.

WhatsApp Business API MCP Server

An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with the WhatsApp Business API, allowing agents to send messages, manage media, and perform other WhatsApp business operations through natural language.

Brave Search MCP Server

Integrates Brave Search API to enable web, image, video, news, and local business searches with filtering options like result count and content freshness.

Easy Notion MCP

Markdown-first Notion MCP server — 26 tools, 92% fewer tokens, full round-trip fidelity

MCP-OpenLLM

LangChain 封装器，用于将 MCP 服务器与 transformers 库中不同的开源大型语言模型无缝集成。

md2confluence-mcp

Upload Markdown to Confluence with auto-converted Mermaid diagrams, code blocks, images, and tables. Supports creating, updating, and syncing pages.

Prompt Ops MCP

Optimizes prompts using meta-prompting techniques through a two-turn approach that first provides optimization guidelines and then refines the prompt for enhanced quality and effectiveness.

MCP Agent Mail

A coordination layer for coding agents that provides memorable identities, inbox/outbox messaging, searchable message history, and file lease management to prevent conflicts. Uses Git for human-auditable artifacts and SQLite for fast queries, enabling multiple agents to collaborate across projects without stepping on each other.

MCP Demo — GitHub Copilot + Your Database

An MCP server that enables AI assistants to query and interact with SQLite databases through natural language. It includes built-in security guardrails such as PII redaction, SQL injection blocking, and query rate limiting.

CodeWalker

An MCP server that indexes Python codebase structures to help AI assistants discover and reuse existing functions instead of duplicating code. It enables real-time searching of function metadata, duplicate detection, and structural analysis across multiple projects.

Feishu MCP Server

Enables AI assistants to directly read, write, and manage Feishu documents, spreadsheets, and multi-dimensional tables. It supports automated documentation tasks and rich text management, including Mermaid diagrams and image uploads.

Spire.XLS MCP Server

A robust solution that enables AI agents to create, read, modify, and convert Excel files through the Model Context Protocol without requiring Microsoft Office installation.

ddg--mcp5

A basic MCP server template with example tools including message echo and server information retrieval. Built with FastMCP framework and supports both stdio and HTTP transports.

GitMCP

一个免费的开源服务，可以将 GitHub 项目转换为 MCP 端点，使 AI 助手无需任何设置即可访问和理解项目文档。

PromptFuzzer-MCP

使用 Garak LLM 漏洞扫描器的 MCP 服务器

ChargeNow MCP Server

用于查找 ChargeNow 电动汽车充电站的 MCP 服务器。

VidCap YouTube API MCP Server

Enables AI assistants to access YouTube video data including information retrieval, captions/transcripts, AI-powered summaries, screenshots, comments, and video search through the VidCap API.

Rework MCP Server

Enables AI agents to manage Rework projects, tasks, and workflows through a standardized protocol. It supports task creation, job tracking, user management, and custom field configuration using natural language.

Code Merge MCP

一个模型上下文协议服务器，通过提供文件树生成、代码合并和代码分析功能，帮助大型语言模型处理代码仓库。

mcp-for-azure-devops-boards

MCP for Azure DevOps Boards is a MCP server that lets your favourite AI browse, query and update Azure DevOps work items as if it were a project manager. Written in Rust and optimized for tokens usagem, It runs via stdio or HTTP mode and uses standard Azure authentication with az login.

Replicate FLUX.1 Kontext Max MCP Server

Enables high-quality image generation with advanced text rendering and contextual understanding using FLUX.1 Kontext Max through the Replicate API. Supports text-to-image generation, image editing, multiple aspect ratios, and automatically downloads generated images locally.

Shrimp Task Manager

虾米任务管理器通过结构化的工作流程引导，协助 Agent 系统性规划程序开发步骤，强化任务记忆管理机制，有效避免冗余与重复的编程工作。