发现优秀的 MCP 服务器

obsidian-rag-mcp

Enables semantic search over an Obsidian vault using natural language, retrieving relevant notes and extracted conclusions.

MCP Doubao Seedream 4.0

Enables AI image generation using Doubao's Seedream 4.0 model through natural language prompts. Automatically downloads generated images to local directories with configurable parameters like resolution, watermarks, and batch generation.

@mempalace/mcp-dev

Enables AI coding assistants to access grounded, branch-scoped codebase context via semantic search, git tracking, change ledger, and structured feature management with Project Tracks.

AVOCarbon SharePoint MCP

Enables managing SharePoint and OneDrive files, folders, permissions, and versions through Microsoft Graph API with actions like upload, download, search, and sharing.

warcraft-wiki-mcp

MCP server that gives LLMs live access to warcraft.wiki.gg API documentation with behavioral notes, restrictions, and patch history for World of Warcraft APIs.

AgentTrust

Reputation and trust scoring service for AI agents, exposed as an MCP server. Evaluate counterparties, report interactions, issue portable trust certificates, and detect Sybil attacks.

darkside-mcp

An MCP server that grants AI agents unrestricted file system, Python, and PowerShell access on Windows for real, unfiltered automation.

HiveFlow MCP Server

Connects AI assistants (Claude, Cursor, etc.) directly to HiveFlow automation platform, enabling flow management and execution through natural language commands.

Reacticx MCP

Provides documentation and component references for the Reacticx React Native library, including props, code examples, and installation guides. It enables users to search through over 90 components and retrieve setup commands for project dependencies.

cortex-engine

Persistent memory for AI agents with semantic memory, belief tracking, and dream consolidation, enabling cross-session knowledge retention.

arcane-mcp

Exposes Arcane Docker management capabilities to AI agents, covering containers, images, volumes, networks, Compose projects, registries, vulnerability scanning, and more with 123 tools across 13 modules.

FastMCP Demo Server

A demonstration server showcasing MCP capabilities with basic tools including addition calculations and weather API integration for fetching city weather data.

mimari-ai MCP Server

Provides AI-powered access to Turkish building regulations, architectural standards, and construction calculation tools via the Model Context Protocol.

lending-data-mcp-server

Exposes a governed lending portfolio (loans, customers, risk-tier history) to any MCP-compatible AI client via read-only tools, schema resources, and analysis prompts, wrapping an existing API gateway instead of connecting directly to the database.

Mini Task MCP Server

Enables task management via MCP tools for creating, listing, updating, completing, and deleting tasks with JSON file storage.

AIBD Dev Container

一个预配置的开发容器设置，用于使用 Claude 进行 AI 辅助开发。它基于 VS Code Dev Containers，并集成了模型上下文协议 (MCP) 服务器，用于文件系统和 shell 操作。

gitlab-mr-reviewer

AI-powered code review for GitLab merge requests that analyzes diffs, posts inline comments with severity and category, supports multi-model council review, and integrates with Kiro IDE via MCP.

jons-mcp-imessage

Enables AI assistants to read iMessage history and send messages on macOS. Supports conversation listing, message search with keyword and semantic modes, contact lookup, and sending messages to existing conversations.

diaspora-mcp

Provides tools for Kenyans abroad to navigate dual citizenship, diaspora taxes, homeland investment, document verification, and community resources via MCP.

MotionMCP

This MCP server bridges Motion's API with LLMs like Claude and ChatGPT via the Model Context Protocol, so you can manage tasks, search projects, check your schedule, and more — all through natural conversation.

granola-mcp

MCP server for Granola that exposes meeting notes, AI summaries, and transcripts to Claude.

vivado-mcp-agent

MCP server for deterministic Vivado FPGA automation including project scaffolding, simulation, synthesis, implementation, and gated bitstream generation.

Learn_MCP Math Server

A Model Context Protocol (MCP) server that demonstrates mathematical capabilities through a LangChain integration, allowing clients to perform math operations via the MCP protocol.

Landlord

An MCP server that orchestrates parallel Claude agent sessions by decomposing natural-language tasks into contract-bound tenants with structured outputs and validation, all running over stdio.

@vibecheck/mcp

Enables AI agents to manage git-backed website content through natural language, with tools to create, update, delete, and draft pages that are schema-validated and committed to a repository.

Kokoro MCP Server

Provides text-to-speech generation using the Kokoro-82M model, enabling AI assistants to generate voiceovers and audio content directly within Claude Desktop and Cursor.

Open Brain

A remote MCP server enabling semantic memory across multiple AI platforms like Perplexity Comet and Claude Desktop, with vector embeddings for intelligent retrieval.

Zoho Analytics MCP Server

Enables AI agents to create and edit Zoho Analytics chart reports, run SQL queries, and browse workspaces and views using natural language.

Retell AI MCP Server

Provides complete programmatic access to the Retell AI platform, enabling autonomous management of voice and text agents, telephony, and monitoring.

webfetch-mcp

Drop-in MCP replacement for the built-in WebFetch tool. Adds domain-scoped custom HTTP headers via YAML config, with bot-block detection, HTML-to-text extraction, retries, proxies, and prompt-injection sanitization.