发现优秀的 MCP 服务器

vs-mcp-server

Controls Visual Studio 2022 through MCP using COM/DTE automation, enabling file management, building, debugging, and breakpoint operations directly from Claude Code.

could-have-been-email

Analyzes meeting transcripts to determine if they could have been emails, returning filler word count, decisions, action items, and a suggested email.

MySQL MCP Server

Enables executing SQL queries against a MySQL database via MCP, returning results as JSON.

Almide MCP Server

Enables AI agents to compile, execute, and check Almide code for syntax or compilation errors. It provides tools for generating ASTs and accessing language grammar resources.

MCP NodeJS Debugger

Allows Claude to directly debug a NodeJS server by setting breakpoints, inspecting variables and stepping through code.

HF MCP Server

Provides direct access to the Hugging Face Hub for searching models and datasets, fetching metadata, and running inference on text, images, and audio.

MCP RAG Server

一个机器对话协议（Machine Conversation Protocol, MCP）服务器，它使 AI 代理能够通过查询包含 Sui Move 语言文档的 FAISS 向量数据库来执行检索增强生成（Retrieval-Augmented Generation, RAG）。

AI Agent Marketplace Index Search

支持通过关键词或类别搜索 AI 智能体，让用户能够在各个市场中发现诸如编码智能体、GUI 智能体或特定行业助手等工具。

Ghost MCP

MCP server for Ghost CMS that lets Claude manage posts, pages, members, tags, and newsletters via the Ghost Admin API.

mcp-npm-tools

MCP server providing npm registry search, package details, dependency auditing, bundle size estimation, and package comparison tools for AI agents.

srj-wikidata-mcp

MCP server for maintaining specific Wikidata items (person, company, publications) with read tools and a two-step write workflow that enforces sourced, human-approved batch edits.

Backlink SEO

Classic SEO suites charge heavily for link indexes. This MCP gives individuals and agencies a free, automatable path to: surface pages that mention a brand (linked or not), narrow guest-post and resource-page angles, see who links to competitors, verify whether a page links to you, and pull contact signals for outreach—all orchestrated by Claude or Cursor through typed tools instead of brittle cop

appstore-mcp

Enables searching the App Store, retrieving app details, discovering trending apps, and accessing screenshots and release information via Apple's public APIs.

tracked-search

A drop-in replacement for Claude's built-in web_search tool that automatically tracks usage and provides multiple search backends.

xmcp-demo

A demo MCP server built with the xmcp framework, providing a structured way to define custom tools, prompts, and resources.

mssql-explorer-mcp

A read-only MCP server for exploring on-premises, multi-instance Microsoft SQL Server estates from AI clients, with read-only enforcement and Windows authentication support.

Z1 WalkingPad MCP

Controls a KingSmith WalkingPad Z1 under-desk treadmill from a Mac over Bluetooth LE, with CLI and MCP server for status, start, stop, and speed control.

Unerr

unerr is operational memory—a local runtime behind your agent's MCP enforcing shared code graphs, session memory & guardrails. No silent breakages. No context rot.

mcp-urlhaus

Wraps abuse.ch URLhaus malware URL database (free, no auth) – enables querying malware URLs via natural language through Pipeworx MCP gateway.

reddit-mcp

A read-only Model Context Protocol server that enables browsing subreddits, searching within subreddits, retrieving comment trees, and looking up user activity on Reddit via natural language.

Memory Palace

Persistent semantic memory for AI agents, enabling storage, semantic search, knowledge graph connections, and inter-instance messaging across conversations using local models via Ollama.

remote-mcp-server-authless

Deploy a remote MCP server on Cloudflare Workers without authentication, enabling integration with AI clients like Cloudflare AI Playground and Claude Desktop.

llm-provider-mcp

Local MCP server for asynchronous coding-agent delegation, enabling Claude Code or Codex to delegate tasks to Cursor, Pi, Codex, or Claude Code and collect results later.

AnNuMa Study Companion

MCP server that exposes a read-only knowledge base of verified math lecture material, enabling AI agents to quiz students using active recall via list_topics and query_annuma tools.

symbols-mcp

MCP server for the Symbols.app platform, enabling AI coding assistants to search docs, generate components, audit code, manage projects, and deploy via the smbls stack.

CI Monitor MCP Server

Monitors Jenkins CI builds in real-time, fetching build status and logs on failure to provide context for AI-assisted code fixes, enhancing developer workflow.

BetterMCPFileServer

镜子 (jìng zi)

Expense Tracker MCP Server

Enables natural language expense management with SQLite storage, allowing users to add expenses, view totals, and list all expenses through conversational commands.

bookorbit-mcp

An MCP server that allows LLMs to read and search the text of ebooks from Book Orbit, using a navigation-first approach with chapter listing and paginated text retrieval.

crypto-stocks-mcp

An MCP server that tracks real-time data for major crypto-related stocks to help AI agents analyze blockchain investment opportunities.