Discover Awesome MCP Servers

Google Search Engine MCP Server

Enables Google search queries and webpage content extraction through an MCP server deployed on Cloudflare Workers. Supports single and batch webpage content extraction with integrated OAuth authentication.

ctxray

Context intelligence for AI coding sessions. 7 MCP tools to score, compare, compress, build, and scan prompts across 9 AI tools. Rule-based, <5ms/prompt, all analysis runs locally.

RAG Documentation

一个 MCP 服务器实现，它提供工具，通过向量搜索来检索和处理文档，从而使 AI 助手能够利用相关的文档上下文来增强其回复。

MCP-ShellJS

一个安全的 MCP 服务器，为 LLM 提供受控的 ShellJS 访问，使 AI 系统能够在可配置的安全沙箱内安全地执行 shell 命令并与文件系统交互。

MCP Visual Language

Enables intelligent image analysis using GLM-4.5V model, specializing in extracting and analyzing code from screenshots with support for file paths and clipboard input.

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。

KnowledgeBaseMCP

Enables AI assistants to extract and analyze text content from various document formats (PDF, DOCX, PPTX, XLSX) in local knowledge bases, and create new formatted Word and Excel documents with structured data and reports.

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.

trace-mcp

Framework-aware code intelligence MCP server that builds a cross-language dependency graph from source code. 53 integrations (Laravel, Django, Rails, Spring, NestJS, Next.js, and more) across 68 languages. 100+ tools for navigation, impact analysis, refactoring, security scanning, session memory, and CI/PR reports — up to 97% token reduction.

IBM ODM Decision MCP Server

Bridges IBM Operational Decision Manager with AI assistants, enabling decisions as tools for integration with platforms like Watson Orchestrate and Claude Desktop.

mcp-mdns

MCP server that exposes mDNS service discovery functionality via the Model Context Protocol, enabling LLMs to discover and query zero-configuration network services on the local network.

arXiv MCP Server

Enables searching and retrieving academic papers from arXiv with support for advanced filtering by author, category, and date, plus full paper content extraction.

Basic MCP Server

A basic TypeScript implementation of the Model Context Protocol (MCP) server designed as a starting point for MCP development. Provides a minimal foundation for building custom MCP servers with stdio configuration for local integration with VS Code and GitHub Copilot.

MCP Server for Apache Gravitino

A FastMCP integration server that provides access to Apache Gravitino metadata management APIs, allowing users to manage catalog/schema/table metadata, tags, and user-role information through a structured interface.

CoolPC MCP Server

A Model Context Protocol server that enables Claude Desktop to query and analyze Taiwan CoolPC computer component prices, helping users generate custom PC quotes through AI assistance.

MCP Multi-Context Hook Generator

Automatically generates typed React hooks for Next.js projects by crawling API routes, GraphQL queries, and components. Analyzes pages to suggest optimal render modes (SSR/CSR/ISR) and produces comprehensive documentation with AI-powered guidance.

Nostr MCP Server

镜子 (jìng zi)

SQLite Database Demo

Some examples to build server, client test in model context protocol. Một số ví dụ sử dụng MCP

JSON-RPC クライアントツール

这是一个私人项目，仅供您参考。

MCP Chat

A command-line interface application that enables interactive chat with AI models through the Anthropic API, supporting document retrieval, command-based prompts, and extensible tool integrations.

music-mcp-server

A music MCP server that enables searching and playing songs with controls like play, pause, stop, and resume.

Agent Ready

Agent Ready is an AI agent readability scanner — point it at any public URL and get back a 0–100 score plus per-check remediation hints for every failing check. This package wraps the same engine that powers agent-ready.dev as an MCP server, so Claude Desktop, Claude Code, Cursor, Cline, VS Code, and Windsurf can run scans inline and explain the results.

eip-mcp

Gives AI assistants access to the Exploit Intelligence Platform for vulnerability and exploit intelligence. Supports searching CVEs, exploits, and generating pentest findings.

Insights Knowledge Base MCP Server

A free, plug-and-play knowledge base server that provides access to 10,000+ insight reports with secure local data storage.

Web Research Assistant

Comprehensive web research toolkit with 13 tools for searching (via SearXNG), crawling, package discovery, GitHub metrics, error translation, API documentation lookup, data extraction, technology comparison, and service status checking.

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.

yahoo-finance-mcp

MCP server for Thai SET/MAI stock data via Yahoo Finance API, enabling stock scanning, quotes, history, and financial statements.

Rhombus MCP Server

Enables AI assistants to interact with Rhombus physical security systems, providing access to smart cameras, access control, IoT sensors, and alarm monitoring through the Rhombus API.

nextmove-mcp

Analyzes your repository and suggests the next tasks to work on, presented as numbered options with context, enabling immediate action.