发现优秀的 MCP 服务器

Fortigate MCP

Enables read-only querying and diagnostics of Fortigate firewalls via SSH, providing security analysis, traffic monitoring, and configuration inspection through natural language.

jenny-mcp-server

Enables AI agents to interact with the Windows desktop environment, including browser control, clipboard, file management, GitHub, Roblox Studio, OCR, and more, with a privileged approval system for risky actions.

@theyahia/sms-ru-mcp

MCP server for SMS.RU API enabling sending SMS, checking status, balance, cost calculation, and sender list.

TrueNAS Scale MCP Server

A Model Context Protocol (MCP) server that enables AI assistants to manage TrueNAS Scale Custom Apps using natural language commands, with tools for deploying, managing, and monitoring Docker Compose applications.

VerdictSwarm MCP Server

Enables AI agents to scan crypto tokens for rug pulls, scams, and risk using a six-agent consensus system. It provides real-time security audits and risk scoring for tokens on Solana, Ethereum, Base, and BSC.

Companion Connector MCP

Local MCP server enabling ChatGPT to reference large files by path, manage long-running jobs, and register local resources like screenshots and logs without modifying source files.

LSD MCP Template

Template for serving FastMCP servers over Streamable HTTP within a LangGraph Server, including an example math_add tool.

Clever Cloud Documentation MCP server

镜子 (jìng zi)

Apollo.io MCP Server

Integrates Apollo.io's B2B sales platform with Claude AI, enabling prospect search, contact enrichment, email sequence management, list analytics, and sales intelligence operations through natural conversation.

GPT Researcher MCP Server

通过探索和验证大量可信来源，增强LLM应用程序的深度自主网络研究能力，提供比标准搜索工具更高质量的信息。

winston-ai-mcp

MCP server for Winston AI's detection tools, enabling AI content detection, plagiarism checking, image analysis, and text comparison.

MCP Server

可以执行多种功能的测试 MCP 服务器 (Kěyǐ zhíxíng duō zhǒng gōngnéng de cèshì MCP fúwùqì)

CircuitMCP

An MCP server that allows AI assistants to create, modify, and simulate electronic circuits with features for circuit creation, component management, simulation analyses, and schematic generation.

Authorize .Net MCP Server by CData

This read-only MCP Server allows you to connect to Authorize.Net data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

paper-mcp

Remotely-callable MCP server for academic paper search, full-text retrieval and image to LaTeX conversion across arXiv, Semantic Scholar, and OpenAlex.

Joint Chiefs

Multi-model AI code review with structured debate. OpenAI, Gemini, Grok, and Claude review your code in parallel, then an anonymized arbitration produces a single consensus summary.

telegram-mcp

Read-only MCP server for self-hosted Telegram access via Telethon. Enables reading messages, chats, and media but disallows any write operations.

Code Analysis MCP Server

A modular MCP server that provides tools for file operations, regex-based code searching, and structural analysis of functions and classes across multiple programming languages. It also includes AI-powered features for intelligently updating files according to architectural changes.

MCP-SERVER

A TypeScript + Express skeleton for MCP services, currently only providing a health check endpoint, with planned MySQL metadata and Alibaba Cloud log MCP services.

mcp-memory-server

A persistent semantic memory layer for AI coding agents, enabling storage and retrieval of text with vector embeddings via MCP tools.

dual-wield-mcp

MCP server for controlling Linux desktops over Wayland, enabling AI agents to perform mouse, keyboard, window, and screenshot operations on Fedora KDE Plasma.

visual-review-workbench

Enables visual review of frontend UI variants by providing an MCP tool that opens, refreshes, verifies, captures, and closes review surfaces.

Karpathy Guidelines MCP Server

Provides code review and guideline loading based on Andrej Karpathy's coding principles, helping LLMs avoid common pitfalls like over-engineering and unnecessary changes.

geo-audit-mcp

MCP server for GEO site audits, checking 31 signals across 6 pillars and returning a score, breakdowns, and actionable fix prompts.

slack-indexed

An MCP server for semantic search and retrieval of indexed Slack messages stored in Qdrant using Cohere reranking via AWS Bedrock. It enables users to search through Slack history, retrieve full message threads, and access channel or user statistics through natural language.

VAST MCP Server

Enables LLMs to manage VAST Data storage infrastructure, including views, quotas, snapshots, and network configurations, through natural language commands.

local-llm-delegator

MCP server that enables delegation of small coding implementations to a cheaper language model with propose_patch and apply_patch tools, while the primary agent retains architecture, review, and approval.

Nano Banana MCP Server (CLIProxyAPI Edition)

Provides AI-powered image generation through Google's Gemini models (Flash and Pro) with intelligent model selection, aspect ratio control, and support for both direct Gemini API and CLIProxyAPI proxy routing.

Finance MCP Server

A Model Context Protocol server that retrieves real-time financial and company data using the financialdatasets API. It provides a standardized interface for integrating financial data into agentic frameworks like Agno and Smol Agent.

Revit MCP Server

MCP server for Autodesk Revit 2024/2025/2026/2027 via pyRevit — 48 tools for building design, editing, analysis, clash detection, MEP, interop, documentation, and model persistence.