发现优秀的 MCP 服务器

VibeShift

An automated security engineer that integrates with AI coding assistants to perform vulnerability scanning, static analysis, and AI-driven remediation. It also provides tools for recording and executing self-healing web tests using Playwright, including visual regression and test discovery.

cloudinary-mcp-server

一个模型上下文协议服务器，它将 Cloudinary 上传和管理 API 方法作为 AI 助手的工具公开。 此集成允许 AI 系统触发并与您的 Cloudinary 云进行交互。

MCP Local File Reader

一个模型上下文协议 (MCP) 服务器，它允许 AI 模型安全地访问和交互本地文件系统，从而能够读取文件内容、列出目录以及检索文件元数据。

LightWeightChartsMCP

Provides 6 MCP tools for semantic search, JS/TS code validation, and template generation based on TradingView Lightweight Charts documentation.

TimeLog MCP

A localhost server that enables Claude to administer a firm's TimeLog account via the TimeLog REST API, allowing natural language project management and resource planning.

figma-proxy-mcp

A local MCP server that gives AI agents live access to open Figma files for design handoff and UX writing without API tokens or rate limits.

itr-mcp

Local-first MCP server for Indian income tax computation, enabling users to compute taxes, compare regimes, plan advance tax, and parse Form 26AS without sending data to the cloud.

YouTube Transcript DL MCP Server

A comprehensive MCP server for extracting YouTube video transcripts with support for multiple transports, languages, and output formats.

ros2_perception_mcp

A read-only MCP server for bounded semantic inspection of ROS 2 perception systems, enabling discovery and metadata extraction from sensors such as cameras, depth sensors, and LiDARs without device configuration or actuation.

ui-design-to-code-mcp

MCP server for ingesting UI screenshots, Figma MCP node JSON, or hybrid Figma-plus-screenshot sources into a cross-platform design-to-code artifact pipeline.

Databricks MCP Server

A server that provides tools to interact with Databricks for cluster, job, notebook, DBFS, and SQL management through natural language interfaces like Claude-Desktop and Cursor.

mcp-data-ua

Enables searching and querying Ukraine Open Data (data.gov.ua) datasets via CKAN API, allowing AI agents to retrieve dataset metadata and tabular data.

codex-mcp

A MCP server that enables Claude Code to delegate coding tasks to Codex via the MCP protocol, with task management, security checks, and result verification.

agyforclaude

MCP server enabling delegation of tasks to the Antigravity (Gemini) CLI from any AI client supporting MCP.

exia-scenario-generator MCP Server

Generates 'Kotonoha Sisters Explainer' style scenarios for the exia novel game engine and displays them in a separate window.

AusLaw MCP

Enables users to search and retrieve Australian legislation and case law with full-text content extraction. Provides structured results with citation metadata and OCR support for archival PDFs.

MCP Insights Proxy

Context-efficient MCP server that executes OpenSearch DSL queries and returns synthesized output instead of raw JSON, reducing token usage by up to 90%.

AiSpire

针对 Vectric Aspire/V-Carve 的 MCP 服务器和插件

roasr-mcp

MCP server that connects AI clients to RoASr ad-analytics for Meta, Google Ads, and Yandex Direct, enabling ad audit findings, KPI summaries, competitor creative spy, and Vision creative analysis. Read-only except for a Yandex Direct campaign pause/resume tool, scoped by API key permissions.

MCP Go SDK

这个 SDK 提供了机器控制协议 (MCP) 的 Go 语言实现，支持客户端和服务器之间的双向通信，用于工具执行、资源访问和提示处理。基于...

employment-ai

MCP server for EU AI Act compliance in employment AI, featuring built-in risk management, bias detection, transparency, and FRIA support.

Latitude MCP Server

Enables AI-native prompt management for Latitude.so with full CRUD operations, version control, file-based workflows, and direct prompt execution with streaming support.

MCP Docs Server

Makes local markdown documentation files automatically available to AI assistants through MCP, enabling them to search and read organized documentation folders without manual file registration.

CivicLens Cook County

Enables users to look up every layer of local government for any Cook County address, including representatives, finances, and agendas, with provenance and certainty levels for data.

Wenyan MCP Server

Bridges AI writing and content platforms by enabling AI agents to format Markdown and publish posts directly to WeChat Official Accounts with automatic image handling. It supports conversational theme management and streamlined drafting to eliminate the need for manual copy-pasting between editors.

openemis-mcp

Free, read-only MCP server that connects AI assistants to OpenEMIS school management. Query student attendance, risks, staff, and 678 resources.

LevelUp.log

An MCP server that gamifies your daily activities by automatically recording achievements as you interact with AI assistants, turning tasks into XP, levels, and titles.

mailchimp-mcp-alien-lifestyles

Integrates Mailchimp with Claude Desktop, enabling management of audiences, campaigns, and reports via natural language commands.

mcp-carrefour

MCP server that connects Carrefour Drive to Claude and other MCP clients, enabling product search with real prices, nutriscore, availability, and natural language cart management.

mcp-google-gcal

An MCP server that enables AI assistants to manage Google Calendar events, calendars, sharing, and scheduling with full read/write access across multiple Google accounts, supporting natural language creation, recurring events, and Google Meet.