发现优秀的 MCP 服务器

open-code-review

AI-powered code review tool that detects AI-generated code defects invisible to traditional linters — hallucinated packages, deprecated APIs, cross-file contradictions, hidden security anti-patterns, and over-engineering. Works as a standalone CLI, GitHub Action, or MCP server. Supports TypeScript, Python, Java, Go, and Kotlin. Free for individuals, no API key required.

BACH YouTube API MCP Server

Enables access to YouTube data including channel videos, live streams, shorts, video details, transcripts, screenshots, and related content through the Yt API with support for localization and pagination.

wazuh-mcp-server

AI-powered MCP server that enables security analysts to query Wazuh SIEM/XDR for alert triage, threat hunting, compliance audits, and incident response through natural language prompts.

Google Search MCP Server

Enables Google search functionality through the Google Custom Search API with enterprise-grade security authentication. Supports streamable HTTP transport protocol for real-time search operations with configurable result limits.

Aerodrome Swap MCP Server

Integrates with the Aerodrome Swap API to enable token swaps, pool information retrieval, price queries, and quote generation via the MCP framework.

x-post-fetcher-mcp

Fetches X (Twitter) user tweets and profile information via MCP, supporting both local stdio and remote HTTP/SSE transports with optional API key authentication.

MCP Playwright Server

An MCP server that enables AI-powered browser automation, web scraping, and testing using Playwright across Chromium, Firefox, and WebKit. It allows users to perform actions like navigation, clicking, typing, and taking screenshots through natural language interfaces.

MCP Yahoo Finance

A Model Context Protocol server that enables interaction with Yahoo Finance to retrieve stock pricing, company information, and historical financial data through natural language queries.

loudcheck

Loudness compliance verdicts against formal broadcast standards (EBU R128, ATSC A/85). Measures audio/video with ffmpeg and returns a pass/fail verdict with exact deltas and remediation parameters.

bear-mcp

An MCP server that gives AI assistants read and write access to Bear notes on macOS.

MCP Server for Paddle Billing

镜子 (jìng zi)

mcp_argo_pipeline

MCP server to dispatch Argo WorkflowTemplates according to pipeline configurations, supporting multiple pipelines, authentication, and remote access.

remotion-mcp-server

MCP server that creates Remotion animations on the fly, stores MP4s locally, and lets you browse and download them via an interactive UI.

arpi-mcp

AI-powered ECG analysis server that accepts ECG images and returns AI-generated diagnosis reports.

AG UI Chatbot MCP Server

Enables dynamic UI template generation through natural language using Model Context Protocol, supporting multiple AI model providers like Bedrock, OpenAI, and Google.

nodebench-mcp

NodeBench MCP server provides public research memory and tool access for entity intelligence, enabling agents to perform deep research, generate reports, and track entities without requiring signup.

okraPDF PDF MCP server

This MCP server enables AI agents to view PDFs as accessible HTML with bounding-box citations, and provides tools for layout-aware parsing, schema extraction, cross-document Q&A, and PDF rendering.

Noun MCP Server

Enables AI assistants to search, browse, and download professional icons from The Noun Project directly within MCP-compatible environments. It supports SVG and PNG formats with customizable styles and provides optimized modes for free and paid API tiers.

headless-unity-mcp

Enables headless batchmode control of Unity projects for compile, test, build, and screenshot tasks, avoiding the need for an interactive editor.

threadmap-mcp

Tracks conversation drift in Claude, providing visual indicators and the ability to fork conversations from any point to maintain original intent.

Backend Architect MCP Server

A specialized toolchain that guides AI agents through a structured 'Atomic Development' workflow for building Python FastAPI and Supabase backends. It manages project scaffolding and enforces dependency-ordered generation of database models, API routes, and tests.

zbmath-mcp

MCP server to search and retrieve mathematical publications, author profiles, and software entries from zbMath Open.

rendaextra-mcp

MCP server exposing 95 categories of independent work, freelance, gig and side-income opportunities in Portugal (PT-PT) with real contacts. Hosted Streamable-HTTP endpoint plus npx stdio bridge for Claude Desktop / Cursor.

WebCake Storefront MCP

Enables AI assistants to build, validate, and publish storefront pages to WebCake/StoreCake sites based on natural language descriptions.

nrf-mcp

An MCP server for Nordic nRF Connect SDK development that enables users to list, read, and search documentation and sample code from the nrfconnect/sdk-nrf repository. It provides Claude with specialized tools to navigate SDK resources, source files, and configuration examples directly through the GitHub API.

ObsidianReaderMCP

Enables AI assistants to manage Obsidian vaults via the local REST API, supporting CRUD operations, batch processing, templates, and vault analytics.

calc-mcp-server

An MCP server that performs exact arithmetic calculations, avoiding the pitfalls of float64 and unsafe eval, with resource limits for safe execution.

Darbot Deepmind MCP Server

Provides advanced AI reasoning capabilities through step-by-step thinking framework, enabling complex problem-solving with dynamic thought revision, multi-path reasoning, and adaptive planning for sophisticated analysis tasks.