发现优秀的 MCP 服务器

全A解析（QuantAll）MCP Server

A local, fully vectorized computational engine for stock market analysis that enables AI to perform factor calculation, strategy backtesting, IC analysis, and GPU-based multi-dimensional visualization using local DuckDB data.

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.

TDC MCP Server

An MCP

Ads Analytics MCP

Provides read access to campaign performance data from Google Ads, Meta Ads, and TikTok Ads via live API calls, enabling AI assistants to analyze and audit advertising campaigns.

@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.

SEO Experts MCP

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

mcpserver-local

A local Python MCP server that provides basic tools like greet, add_numbers, and system_info, designed for process-based connections via stdin/stdout.

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.

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.

Knowerage

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

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.

mtl-trello-mcp

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

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.

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.

SpendGuard AI

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

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.

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.

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-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.

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.

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.

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。

Coolify MCP Server

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

Stalled Fulfillment Recovery MCP Server

An MCP server that enables operations teams to diagnose and recover stalled fulfillment orders via tools like retry_fulfillment and escalate_order, with safety boundaries limiting writes to retry and audit operations.

Mnemosure

A source-grounded memory layer for AI agents that stores, links, and recalls factual memories with confidence levels and citations, enabling honest answers when information is not in the record.

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.

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。

@nbiish/gikendaasowin-aabajichiganan-mcp

认知工具 MCP 服务器，通过各种提示策略实现。 (Rènzhī gōngjù MCP fúwùqì, tōngguò gè zhǒng tíshì cèlüè shíxiàn.)