Discover Awesome MCP Servers

mcp-browser-lens

Provides AI agents with deep visibility into a running web page's UI by capturing DOM, styles, and screenshots through a lightweight bookmarklet. It facilitates design-to-code comparisons, accessibility audits, and automated CSS debugging directly within an IDE.

Aider MCP Server

一个模型上下文协议（Model Context Protocol, MCP）服务器，将 Claude 和其他 MCP 客户端连接到 Aider，从而使 AI 助手能够通过自然语言高效地编辑文件、创建新文件以及与 Git 仓库交互。

Remote MCP Server on Cloudflare

A tool that allows deployment of a remote MCP (Model Context Protocol) server on Cloudflare Workers without authentication requirements, enabling connection to AI models through Claude Desktop or Cloudflare AI Playground.

Sylex Search

Universal search engine for AI agents. Discover products, services, and businesses across every category. 10 MCP tools, zero LLM calls, millisecond responses.

Chatlog MCP Server

Enables users to analyze, search, and export chat logs from various platforms through tools for managing chatrooms, contacts, and sessions. It supports advanced filtering by time, keyword, and sender to provide detailed message analytics via MCP-compatible clients.

MindManager MCP Server

一个模型上下文协议服务器，使大型语言模型（LLM）能够与 MindManager 思维导图进行交互，从而可以检索思维导图结构并导出为 Mermaid、Markdown 和 JSON 等格式。

MCP Fooocus API

Provides text-to-image generation capabilities through the Fooocus Stable Diffusion API with intelligent style selection from 300+ options, multiple performance modes, and configurable aspect ratios.

word2img-mcp

Enables converting Markdown text into high-quality 3:4 ratio JPG images using multiple rendering backends. Supports intelligent fallback between imgkit/wkhtmltopdf, markdown-pdf, and PIL rendering engines with customizable styling options.

Lookup-Modern-Chinese-Dictionary

Search for word definitions from modern Chinese dictionaries to provide users with convenient dictionary query services.

ai-dev-analytics

AI development observability platform. It silently captures structured data from vibe coding sessions via MCP and codifies deviation patterns into project rules to make AI write better code. 100% local and zero runtime dependencies.

latest-news-mcp-server

MCP (模型上下文协议) 服务器，用于获取最新新闻

Chronos MCP

Provides Claude with a persistent local memory and structured knowledge graph to track project states, tasks, and historical decisions across different chat sessions. It enables users to recall information using keyword relevance, time-travel queries, and dependency analysis for complex project management.

mcpsystem.design MCP Server

Provides AI assistants with access to a production-ready design system including Tailwind CSS component patterns, style guides (colors, typography, spacing), and Web Components specifications for consistent UI development.

MCP Atlassian

Model Context Protocol server that integrates with Atlassian Confluence and Jira, enabling AI assistants to search, create, and update content in these platforms through natural language interactions.

YouTube to LinkedIn MCP Server

一个模型上下文协议（MCP）服务器，可以自动从 YouTube 视频生成 LinkedIn 帖子草稿。该服务器基于 YouTube 视频的文字稿，提供高质量、可编辑的内容草稿。

MVG Störung MCP Server (inofficial)

A Model Context Protocol (MCP) server that provides cached access to Munich Public Transport (MVG) disruption data.

Zilliz MCP Server

Enables AI agents to interact with Milvus vector databases and Zilliz Cloud through natural language, allowing users to create clusters, manage collections, insert vector data, and perform semantic searches directly from their AI assistants.

Zuora 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 Zuora (beta): https://www.cdata.com/download/download.aspx?sku=HZZK-V&type=beta

bytesagain-mcp

Search 60,000+ AI agent skills from ClawHub, LobeHub, Dify, and GitHub via MCP SSE or REST API. Free, no API key required.

Agent Knowledge MCP

A comprehensive Model Context Protocol server that integrates Elasticsearch search with file operations, document validation, and version control to transform AI assistants into powerful knowledge management systems.

NCBI Entrez MCP Server

Provides access to NCBI's scientific databases including E-utilities, PubChem, and PMC APIs for biomedical literature search, molecular data retrieval, and research through natural language queries.

Gaia Health MCP Server

Exposes Supabase functionality for Gaia Health to n8n workflows, enabling appointment scheduling and management operations through MCP tools.

claude-rocm-mcp

Read-only AMD GPU monitoring for Claude on Linux — VRAM, temperature, clocks, power, and running ML processes via rocm-smi.

saij-mcp

Provides access to Argentina's official legal database (SAIJ) to search and retrieve judgments, legislation, summaries, and legal doctrine. It allows AI clients to query Argentine legal information and access metadata for various legal documents.

MCP Authentication Example

Demonstrates OAuth2/OIDC authentication for MCP servers using Asgardeo, with JWT validation and a sample weather tool to showcase secured API access.

DeepSeek Server

使用 DeepSeek API 提供代码生成和补全功能，并支持工具链和成本优化。

Excel MCP Server

Enables AI agents to create, read, and manipulate Excel workbooks without Microsoft Excel installed, supporting formulas, formatting, charts, pivot tables, and data validation operations.

MCP4GVA

Enables access to GVA GIS (Generalitat Valenciana) geographic data through ArcGIS REST API, allowing queries, filtering, and exporting of land activity information in the Valencian Community.