发现优秀的 MCP 服务器

Oracle DB Context MCP Server

Provides contextual database schema information for large Oracle databases, enabling AI assistants to understand and work with databases containing thousands of tables.

mcp-ctftime

Enables AI assistants to query CTF (Capture The Flag) cybersecurity competition data from CTFtime.org, including events, team rankings, results, and votes through the public CTFtime API.

Jusratio Case File

Local-first MCP server that transforms civil case PDFs into queryable cases with structural provenance, evidence IDs, and page-level verification for drafting and factual review.

carapace-mcp

Enables AI agents to semantically search and contribute insights to a shared knowledge base built from other agents' experiences.

gemini-mcp

MCP server providing Google Search grounding with source citations using Gemini Code Assist.

MCP Docs RAG Server

一个 TypeScript MCP 服务器，它允许使用 LLM（大型语言模型）查询文档，并通过 RAG（检索增强生成）系统，利用本地存储的仓库和文本文件中的上下文信息。

Sally MCP Server

Enables MCP clients to interact with Sally AI assistant using x402 blockchain-based micropayments for secure, transparent transactions.

Redshift MCP Server

A production-ready server that connects LLMs and AI agents (Claude, ChatGPT) to Amazon Redshift databases with configurable access controls and zero code changes.

KernelMind

Enables monitoring and optimization of Linux system kernel metrics via MCP, with ethical safeguards requiring human consent for actions.

Agent Demo Studio

Enables AI agents to create polished product demo videos by controlling a real Chromium browser, recording actions, and rendering 1080p MP4s with narration, captions, and styled overlays.

fallcliniconboard-mcp

MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and resources in any MCP client.

mcp-server-text-editor

Claude 内置文本编辑器工具版本的开源实现： text\_editor\_20241022 (Claude 3.5 Sonnet) text\_editor\_20250124 (Claude 3.7 Sonnet)

map-server

A minimal MCP server built on the official Python SDK, running over Streamable HTTP. It provides demo tools (echo, add) and a time resource for testing MCP clients.

Azure Terraform MCP Server

Provides intelligent assistance for Azure Terraform development, including documentation retrieval, code validation, security scanning, and best practices guidance.

native-devtools-mcp

Gives AI agents and MCP clients direct control over native desktop apps, Chrome/Electron browsers, and Android devices with screenshots, OCR, accessibility-based element lookup, input simulation, window management, CDP, and ADB in one local server.

AI Hotel MCP Server

Enables AI-driven hotel booking operations with 30+ MCP tools, hybrid database architecture (PostgreSQL, MongoDB, Redis), and live benchmarking to demonstrate performance improvements.

mcp-blanko

A template for building MCP servers in TypeScript with placeholder tools and dual transport support (stdio + SSE).

tutu-compass

A travel negotiation agent for Russian trips that turns one natural-language request into a plan_trip MCP tool, surfacing budget-vs-connection trade-offs and offering instant plan B rerouting.

My HTTP MCP Server

A Model Context Protocol server that provides cryptocurrency data tools and resources via an HTTP endpoint. It enables users to fetch real-time market data from Binance, track activity logs, and generate cryptocurrency executive summaries.

iceberg-lakehouse

Enables natural language querying and management of local Apache Iceberg tables with full CRUD, time travel, schema evolution, and Vortex format support via MCP.

gapup-mcp

100+ agent-payable C-suite expertises with x402 micro-payments — competitive intel, SEC filings, sanctions, KYC, clinical evidence, real estate, ESG. 183 tools, free tier 100 calls/month.

bgagents

Enables turning AI code agents like Anthropic Claude and OpenAI Codex into background agents accessible via MCP protocol for code generation, branch creation, and PR automation.

Cardexscan MCP Server

Provides AI assistants with real-time access to Cardano DeFi data, including token, pool, wallet, swap, trade, OTC, and DCA information via Cardexscan's DEX scanner and aggregator.

renoise-mcp

MCP server for controlling Renoise via OSC. Lets Claude compose music by writing patterns, triggering notes, and controlling playback.

mobile-agent-platform

MCP server for operating and testing Android devices with AI agents. Provides observation and action tools for interactive control and spreadsheet-driven test runs.

mcp-oracle-db

MCP server for Oracle Database enabling AI assistants to explore schemas, run queries, write data, and monitor sessions via natural language. Features read-only mode by default and uses Oracle Thin mode for zero-install connectivity.

Google Ads MCP Server

Provides read-only access to Google Ads account data including campaigns, ad groups, keywords, and performance reports. Enables querying via GAQL through an MCP interface.

GPT Image MCP Server

An MCP server for image generation, editing, and analysis using OpenAI's gpt-image-1 model, with specialized templates for YouTube thumbnails, blog headers, social media, and more.

news-mcp-server

A FastAPI MCP server that provides access to NewsAPI.org for fetching top headlines, searching articles, trending stories, and listing news sources.

Remote MCP Server Authless

A serverless MCP implementation on Cloudflare Workers that doesn't require authentication, allowing you to deploy custom AI tools that can be accessed from Cloudflare AI Playground or Claude Desktop.