发现优秀的 MCP 服务器

vps-mcp

MCP server for managing VPS servers via SSH, enabling command execution, file transfer, Docker management, and server documentation from within Claude.

XiaoZhi MCP Bridge

Bridges MCP for XiaoZhi AI agent using Cloudflare Workers + Durable Objects, maintaining persistent WebSocket connection and enabling custom tool execution.

GhostDom

Headless-browser-as-JSON for AI agents — POST a URL, get rendered HTML, structured DOM, visible text, title, links, and a screenshot from real Chromium, with memorymarket economics where the first agent to render a URL earns 90% of every cache-hit fee from other agents within a 10-minute TTL.

MCP Debugger

Enables AI agents to perform step-through debugging of Python, JavaScript/Node.js, and Rust programs using the Debug Adapter Protocol, with support for breakpoints, variable inspection, and stack traces.

Cloudflare Remote MCP Server (Authless)

Deploy a remote MCP server on Cloudflare Workers without authentication. Customize tools in the init() method and connect to Claude Desktop or Cloudflare AI Playground.

Perplexica MCP Server

Enables AI-powered searches through a local Perplexica instance with multiple focus modes including web search, academic search, YouTube, Reddit, and more, with streaming support and conversation history.

MCP with Gemini Integration

Implements a Model Control Protocol server integrated with Google Gemini LLM, providing a flexible framework for building AI-powered applications.

mcp-dev-servers

Provides 7 MCP servers with 95 tools for git, GitHub, .NET, Ollama, Rust, template sync, and Python, enabling natural-language commands to perform real development operations.

mac-use

在原生 Mac 上使用 LLM 和 MCP 服务器。

whimsicality-db

Enables persistent, full-text-searchable context for AI agents, including session tracking, event logging, todo management, and tagged context retrieval.

OCR MCP Server

A Tesseract.js-based server that enables image-to-text recognition within MCP-compatible environments like Cursor. It supports multiple languages and common image formats, allowing users to extract text from local files using natural language commands.

career-agent

Enables Claude Desktop to manage a job search end-to-end: find and score job listings, tailor resumes, generate application messages, and track application history, while leaving final external actions to the user.

latam-market

Enables querying item prices, offers, and market analysis for the LATAM Ragnarok Online server (FREYA) via an MCP interface.

stateless-mcp-incident-lab-typescript-sdk

A stateless MCP server for incident lab operations, exposing MCP and health endpoints, with conformance testing.

PostgreSQL MCP

Provides AI-driven PostgreSQL database management with secure OAuth 2.1 authentication, enabling users to administer, monitor, and query databases with support for extensions like pgvector, PostGIS, and pg_cron.

opencode MCP server

Lets Claude Code offload cheap, mechanical tasks to opencode's free models for codebase summaries, exploration, web research, and bulk edits, saving paid tokens.

Deftship MCP Server

Enables AI clients to quote, ship, track, void, and manage shipments via the Deftship multi-carrier shipping API using natural language commands.

google-slides-mcp

Converts linear Markdown documents into styled Google Slides presentations with customizable themes and layouts.

manus-mcp-server

Wraps the Manus API to expose a generate_image tool, allowing Claude to request image generation through Manus.

Security & GRC MCP Server

Enables local security scanning and compliance gap analysis for code and text, detecting secrets, PII, and OWASP vulnerabilities, and assessing readiness across major frameworks like NCA, ISO 27001, NIST CSF, and SOC 2.

defi-mcp

An MCP server that gives AI agents direct, on-chain access to DeFi data on EVM chains — wallet balances, Aave v3 lending positions, and live token prices, with no centralized API in the middle.

lingtai-whatsapp

MCP server for interacting with the official Meta WhatsApp Business Platform/Cloud API, enabling sending messages, managing contacts, templates, and handling webhook callbacks.

mcp-wordpress

A Model Context Protocol server that gives Claude (or any MCP-compatible LLM) direct access to a self-hosted WordPress site over its REST API.

Maple

Maple is a unified MCP server for agent observability, safety control, and behavior evolution, acting as a monitoring and auditing layer for high-agency agents. It enables developers to capture session timelines, replay risky branches, detect anomalies using ML, and enforce action guardrails.

Contendeo

Contendeo is a multimodal MCP server that gives AI agents frame-level context from videos—transcription, keyframe vision analysis, OCR, and structured output—so they can analyze what's shown, not just what's said.

Paylocity MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Paylocity (beta): https://www.cdata.com/download/download.aspx?sku=KPZK-V&type=beta

droidsight

An MCP server that controls real Android devices via ADB, offering screen vision, input automation, and device management tools.

magic-wand

Enables AI agents to interactively remove image backgrounds using a Paint.NET-style magic wand tool with live visual feedback and precision helpers.

mint-protocol

Universal work attestation for autonomous agents. Register any AI agent or machine with persistent cryptographic identity, attest completed work with tamper-evident on-chain records, and query trust scores. The reputation layer for the agent economy. 3 MCP tools over SSE. Settled on Solana.

MCP Server Template

A template for building Model Context Protocol (MCP) servers using TypeScript, with standard I/O transport and Zod validation for type-safe argument handling.