发现优秀的 MCP 服务器

readyorai

Enables local code inspection and analysis for clean code practices, best practices, and actionable recommendations without external API calls or modifying the code.

MCP-RAGAnything

Multi-modal RAG service exposing a REST API and MCP server for document indexing and knowledge-base querying, powered by RAGAnything and LightRAG.

@striderlabs/mcp-crunchyroll

Crunchyroll anime streaming MCP connector that enables AI assistants to search anime, manage watchlists, track watch history, get recommendations, and handle account authentication.

bw-proxy

Enables secure Bitwarden organization vault control with AI agents, featuring human-in-the-loop approval, ACID-compliant transactions, and redacted access to keep secrets hidden from LLMs.

mcp-chilegob-dataset

Enables AI assistants to search, read, and explore thousands of public datasets from Chile's open government data portal (datos.gob.cl) without requiring an API key.

spedas-mcp

Unified SPEDAS-oriented MCP server for Claude Code and Codex agents, providing tools to discover and fetch heliophysics and planetary science data from CDAWeb, NASA PDS, and SPICE kernels.

ES Hub Signals MCP

Enables AI agents to search and retrieve market signals, revenue ideas, and growth tactics from 2,000+ curated entries across 18 sources.

sphere-mcp

An MCP server that enforces a privacy boundary so agents can analyze sensitive data without ever seeing individual records, using synthetic twins and a sandboxed execution environment.

Knowerage

Local MCP server that allows agents to track documentation coverage on the codebases

MCSManager MCP Server

Enables AI agents to manage Minecraft servers through MCSManager, including instance control (start/stop/restart), file management, scheduled tasks, user management, and backup operations.

Prop Firm Deal Finder

Query live prop firm discount codes, compare 20+ proprietary trading firms, and find the cheapest challenges. 6 tools: get deals, search firms, compare firms, find cheapest, get firm details, get discount codes. Universal code PFDF saves up to 80% off prop firm challenges for forex, futures, and crypto traders.

Vibe Model Context Protocol Server (VMCPS)

A Python-based server for managing and analyzing code context for AI-assisted development. Provides real-time code analysis, project structure analysis, dependency tracking, and secure API endpoints.

bailinghub-mcp-server

Submit and inspect governed business-system actions through a BailingHub control plane, with tools for submitting, retrieving, and waiting on governed jobs.

ClickUp MCP Server

Enables AI agents to manage ClickUp tasks, spaces, lists, and folders through natural language, supporting CRUD operations and workspace navigation.

yummy-research-mcp

Exposes overseas and domestic macro/market statistics as MCP tools, including market sentiment and valuation indices like CNN Fear & Greed and KOSPI Buffett Index.

MCP System Monitor

一个系统监控工具，通过模型上下文协议（MCP）暴露系统指标。该工具允许大型语言模型（LLM）通过兼容 MCP 的接口检索实时系统信息。

SEO Experts MCP

Enables AI assistants to query distilled SEO expert tactics from public content, returning actionable insights linked to original source videos.

Coolify MCP Server

An MCP server that enables AI assistants to manage infrastructure, applications, databases, and services through the Coolify PaaS platform.

TDC MCP Server

An MCP

NCDS Figma MCP Server

Enables AI coding tools like Cursor to access Figma design data through the Model Context Protocol, allowing accurate implementation of designs across frameworks. Based on NCDS (NHN Commerce Design System) with enhanced source generation capabilities.

mtl-trello-mcp

Enables managing Trello boards, lists, cards, labels, and members through natural language from any MCP-compatible client.

Excalidraw MCP Server

Enables AI agents to programmatically control a live Excalidraw canvas with element-level CRUD operations and real-time synchronization. It supports iterative diagramming through scene descriptions, screenshots, and advanced layout tools for collaborative AI-human workflows.

Taiwan Legislative Yuan MCP Server

Provides comprehensive access to Taiwan's Legislative Yuan data including bills, committees, gazettes, meeting records, interpellations, laws, legislators, and IVOD recordings through the Legislative Yuan API v2.

Quant Finance MCP Server for Stock Analysis and Options Analytics - HPSILab

Institutional-grade quantitative stock analysis and research signals for AI agents via the Model Context Protocol (MCP).

ab-platform-mcp-local

A local MCP server that forwards tools from an upstream experiment platform and adds AI Agent tools for experiment analysis and skill debugging.

Filesystem MCP 🌐

Node.js 模型上下文协议 (MCP) 服务器，为 Cline/Claude 等 AI 代理提供安全、相对的文件系统访问。

ARGUS

Enables AI agents to perform comprehensive, zero-infrastructure codebase analysis through 24 MCP tools, covering security, quality, architecture, type safety, git history, and dead code detection with high precision and local privacy.

The Underground Cultural District MCP Server

Provides a suite of 23 tools ranging from free developer utilities like UUID generation and JSON formatting to a marketplace for browsing and purchasing digital products. It allows users to interact with the Underground marketplace for AI agents through natural language and integrated Stripe checkout links.

SpendGuard AI

Enables FinOps teams to investigate cloud-spend anomalies, draft and approve savings actions, and simulate execution safely without affecting real cloud accounts.