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

MCP 서버 구현으로, 벡터 검색을 통해 문서 검색 및 처리를 위한 도구를 제공하여 AI 어시스턴트가 관련 문서 컨텍스트로 응답을 보강할 수 있도록 합니다.

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.

JSON-RPC クライアントツール

이것은 참고용으로 제공되는 개인 프로젝트입니다.

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.

nextmove-mcp

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

LLM Benchmark MCP Server

Enables AI agents to compare LLM benchmarks, get pricing, and receive model recommendations for tasks and budgets.

pigeon

Forwards browser console errors, warnings, and unhandled rejections to Claude Code via MCP, enabling natural language debugging.

Trivy

Trivy

Listing Bureau - Amazon Organic Ranking

Amazon organic ranking MCP server. Run campaigns, track keyword positions, monitor rank movement.

figma-drive

Exports frames from Figma and uploads them to Google Drive, with automated folder creation.

Math Calculator MCP Server

Provides basic mathematical operations (addition, subtraction, multiplication, division) through a calculate tool. Supports both stdio and HTTP/SSE transport modes.

Piwik PRO MCP Server

Enables AI assistants to manage Piwik PRO Analytics resources including apps, tags, triggers, variables, audiences, and tracker settings through natural language commands. Supports comprehensive analytics configuration and tag management operations.

Playwright MCP

A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots without requiring screenshots or vision models.

live2d-to-agent

Enables AI agents to control a Live2D desktop pet's expressions and actions via MCP protocol.

mcp-seo-auditor

MCP server for on-page SEO auditing and JSON-LD schema validation, providing tools for full SEO audit, schema validation, heading hierarchy, and image audit without requiring API keys.

Epicure MCP Server

Public, anonymous, read-only MCP server for the Epicure ingredient-embedding model, offering tools for ingredient pairings, flavor profiling, and culinary exploration via cosine similarity and other embedding analyses.

WikiMCP

An MCP server for Wiki.js projects that enables full-text search, page retrieval, and page management capabilities. It allows LLMs to interact with wiki content through specialized tools for searching, listing, and creating pages.

Notion MCP Server

An integration server that enables LLMs to interact with Notion workspaces through Claude Desktop, optimizing token usage with Markdown conversion.

Vulpes Spotify MCP Server

Claude와 같은 AI 어시스턴트가 Spotify와 상호 작용하여 트랙 검색, 재생 제어, 재생 목록 관리를 할 수 있도록 하는 모델 컨텍스트 프로토콜 서버.

qTest MCP Server

This is an unofficial, community-built MCP server for qTest Manager. Not affiliated with or endorsed by Tricentis. Browse projects, modules, and test cases Create/delete test design modules Create and manage test execution cycles Add test cases into execution suites

jimeng-mcp-apicore

Enables image generation using Jimeng AI (Doubao Seedream 4.0) via APICore, supporting text-to-image, image-to-image, multi-image fusion, and batch generation.

Browser Instrumentation MCP Server

A Playwright-based MCP server that prioritizes browser observation over automation, providing specialized tools for inspecting DOM, network, and console data. It categorizes operations into safe inspection tools and interactive action tools that require explicit escalation and justification.

Fetch Http

Enables fetching HTTP resources through the MCP protocol.

@squirex.dev/mcp-server

MCP server that scans Salesforce Agentforce metadata for security vulnerabilities using 61+ SAST rules, integrating into AI coding workflows to guard against OWASP LLM top 10 risks.

Spreedly MCP Server

Enables AI assistants to manage payments via Spreedly API, including gateways, transactions, and payment method tokenization.