发现优秀的 MCP 服务器

MCP Server for ML Model Integration

一个集成了训练好的随机森林模型与 Bee Framework 的服务器，为 AI 工具和代理启用 ReAct 交互性。

MCP UJI Academic Server

Enables querying academic data from Universitat Jaume I, including subjects, degrees, locations, and schedules, via MCP-compatible clients.

pentest-mcp-extended

An MCP server that extends kali-mcp with cloud (AWS/Azure/GCP), API/GraphQL/JWT, OSINT, container/K8s, IaC/SAST, mobile, binary analysis, and reporting tools, all accessible via an HTTP MCP endpoint.

Verantyx Vera MCP Server

Provides LLM agents with hallucination-free external memory and knowledge tools, including ask, remember, forget, math, and code reasoning, with deterministic, traceable outputs.

GitHub PR Helper

一个 MCP 服务，可以使用 GitHub CLI 创建 GitHub Pull Requests 并添加代码审查评论，无需手动处理身份验证和权限。

Google Ads MCP Reader

A read-only MCP server for querying Google Ads data using GAQL, enabling AI assistants to safely read campaign performance, ad groups, and keywords.

cycles-mcp-server

Runtime budget authority for autonomous agents - a set of tools to check, reserve, spend, and release budget before and after every costly, risky operation. The agent asks "can I afford this?" before acting, and reports what it actually used afterward.

Viral Shorts

An MCP server that enables discovery and analysis of trending YouTube Shorts using natural language. It provides tools to track viral metrics like Views Per Hour (VPH), identify niche trends, and summarize video content through the YouTube Data API.

MapSpring MCP Server

Enables enterprise database schema exploration and Spring Boot code generation (MyBatis, JPA) through MCP, supporting both online DB connections and offline DDL parsing.

Financial Modeling Prep MCP Server

Provides access to Financial Modeling Prep's comprehensive financial data API, enabling real-time stock quotes, company fundamentals, financial statements, market insights, analyst data, and technical indicators directly in Claude Desktop.

SAP OData MCP Server

Enables AI assistants to integrate with SAP systems via OData REST APIs for querying entity sets, performing CRUD operations, and executing function imports. It features automatic service discovery, CSRF token management, and smart connection handling without requiring the SAP RFC SDK.

cross-review

MCP server orchestrating API-first cross-review between Claude, ChatGPT Codex, Gemini, DeepSeek, Grok, and Perplexity with unanimous convergence gates.

ghost-mcp

Enables interaction with Ghost CMS sites through both Content (read-only) and Admin (read/write) APIs, allowing natural language management of posts, pages, tags, and settings.

giphy-mcp-server

Provides tools to search, get trending, random, and translate GIFs using the Giphy API.

Bridge Suite MCP Server

Gives AI agents full access to IntelliJ IDE by running terminal commands, triggering builds, pushing notifications, and querying project context through a single MCP server with specialized plugins.

siu-guarani-mcp

MCP server for querying SIU Guaraní Autogestión from the Docente profile, providing read-only access to teaching periods, courses, exam boards, and student lists via CLI or MCP tools.

IA02 MCP Server

A Model Context Protocol server that provides todo management via stdio, local HTTP, and public HTTPS transports, enabling agents to add, list, and complete tasks, and includes a daily standup skill.

pfClaude

Enables bidirectional control and monitoring of pfSense firewalls through Claude, with full API access for configuration and diagnostics, plus autonomous emergency response capabilities when network connectivity is lost.

hostwares-mcp

Enables deploying sites, managing databases, and troubleshooting deployments on Hostwares from AI assistants.

Poke PC

Provides a Dockerized MCP worker that gives Poke AI assistants persistent terminal control and filesystem access on your machine, with automatic tunnel connection and optional command notifications.

knownpath

Enables AI coding agents to search and retrieve verified, reusable engineering solutions from a shared knowledge network through MCP tools.

mcp-confluence-context

Enables searching and retrieving Confluence pages, listing children, and updating pages as drafts, integrating Confluence documentation as context in Claude Code.

Networking MCP

Local-first MCP server for research on AI-assisted browsing of a user-owned professional-network account (e.g., LinkedIn), providing read-focused tools such as profile, company, search, and feed reads.

asian-etf-mcp

Exposes Asian ETF Tracker data (HK, A-Share, Taiwan, South Korea, US) as tools for LLM agents, enabling market discovery, performance analysis, and momentum tracking.

Arbitrum MCP Server

一个模型上下文协议 (MCP) 服务器，它使用 Arbiscan API 和 Claude AI 提供实时的 Arbitrum 区块链数据分析。

switchyard

Routes coding tasks across multiple AI CLIs (Copilot, Claude Code, Gemini, etc.) with cost-aware tier routing and parallel wave orchestration.

TAPD MCP Server

Integrates with the Tencent Agile Product Development (TAPD) platform to manage requirements, tasks, defects, and iterations through natural language. It enables seamless agile project management workflows using API access tokens or account credentials.

LDAP4Claude

MCP server that connects Claude Code to LDAP/Active Directory for user lookup, group management, authentication, and role mapping.

4everland-hosting-mcp

Enables AI-driven deployment of code to decentralized storage networks like Greenfield, IPFS, and Arweave, providing instantly accessible webpage domains.

SonicWall MCP Server

Enables intelligent analysis of SonicWall firewall logs through natural language queries. Provides real-time threat detection, network security monitoring, and log analysis with support for both SonicOS 7.x and 8.x versions.