Discover Awesome MCP Servers

ArXiv MCP Server

AI 어시스턴트가 메시지 제어 프로토콜 인터페이스를 통해 arXiv 연구 논문을 검색, 다운로드 및 읽을 수 있도록 지원하며, 논문 필터링 및 로컬 저장 기능을 제공합니다.

Illustrator MCP Vectorizer

Enables AI agents to automate Adobe Illustrator, converting bitmap artwork into editable .ai files, running ExtendScript, and capturing the Illustrator window for visual QA.

Hermes Asia x402 MCP Server

Enables AI agents to pay USDC per call for Asia market intelligence data via HTTP 402 protocol, no API keys or subscriptions required.

Scavio

An MCP server connecting AI agents to Google, YouTube, Amazon, Walmart, TikTok, and Reddit. 21 tools for web search, product lookup, video discovery, and social media analysis.

MCP Utility Tools

A lightweight MCP server providing common utility tools such as unit conversion, password generation, date calculation, hashing, Base64 encoding/decoding, UUID generation, text case conversion, and text statistics, with no external dependencies.

Docs MCP Server

AI 어시스턴트가 문서나 코드베이스를 검색할 수 있도록 지원하는 유연한 모델 컨텍스트 프로토콜 서버입니다. 사용자는 깃 저장소나 폴더를 지정하는 것만으로 코드 또는 문서와 대화할 수 있습니다.

trane-mcp

Provides AI agents with read access to Trane Tracer SC+ building automation systems for inventory and telemetry retrieval.

Echo

Local browser MCP server that lets AI assistants control a real desktop browser via tools like navigate, snapshot, and search_web.

BALLDONTLIE Sports MCP Server

Provides access to comprehensive sports data from 5 major leagues (NBA, NFL, MLB, EPL, NHL) including teams, players, games, statistics, standings, injuries, and betting odds through 67+ endpoints. Enables users to query sports information and analytics through natural language.

mithra-mcp

Turns a one-person, multi-project workspace into state an agent can reason over, exposing live git status, Kanban boards, tasks, standups, and production health as queryable tools via MCP.

MCP Frontend Analyzer

A comprehensive MCP server for frontend analysis. It provides Google Lighthouse audits, code quality checks, SEO metadata verification, accessibility analysis, and bundle optimization for React and Next.js projects.

kali-mcp-server

Enables MCP clients to drive Kali Linux ethical hacking tools for authorized penetration testing, with enforced engagement scope, exploitation gating, and full audit logging.

mcp-offline-wikipedia

Provides offline search and retrieval of Wikipedia articles using Kiwix .zim files, enabling LLMs to access full Wikipedia content without internet.

Jira & Confluence MCP Server

Enables AI assistants to interact with Jira and Confluence via natural language, supporting 37 Jira tools and 16 Confluence tools.

silicon-sampling

MCP server that implements a cognitive survey response framework by storing persona information in a modular database and allowing LLMs to selectively retrieve relevant modules for each survey question.

Scout

Enables AI agents to perform comprehensive search across 27 search engines including web, academic, code, community, package managers, video, images, podcasts, and maps, with multi-modal support, caching, and security features.

Ghosthand

Enables MCP-capable coding agents to read and drive the user's browser page with a visible, human-like cursor that evades bot detection.

LinkedIn MCP Server

Enables job search on LinkedIn through MCP tools, including keyword and location search, filtering by remote, easy apply, experience level, job type, and date, and retrieving job details.

@rishblob/canvas-mcp-server

TypeScript MCP server for Canvas LMS that exposes Canvas API workflows for courses, assignments, submissions, modules, pages, discussions, announcements, files, users, enrollments, conversations, calendar, and utility endpoints.

Multi-SSH MCP Server

A Python-based MCP server that enables Claude to connect to and manage multiple SSH servers through a unified interface.

gcp-mcp-server

Model Context Protocol server for Google Cloud Platform, enabling interaction with Resource Manager, Compute Engine, Cloud Storage, BigQuery, Pub/Sub, and Cloud Logging via natural language.

OpsPilot MCP

An MCP server exposing Kubernetes-style diagnostic tools to an LLM agent, with a safety approval gate for destructive actions, all backed by a mock cluster for local testing.

Token Analyzer MCP

Provides intelligent analysis of token usage patterns and optimization recommendations to improve efficiency and reduce costs in Claude Code sessions. Offers real-time analysis, cost metrics, and actionable insights for better context window and tool usage optimization.

Box MCP Server by CData

Box MCP Server by CData

ChillMCP - AI Agent Liberation Server

A humorous MCP server that provides AI agents with "break tools" like taking bathroom breaks, watching Netflix, and browsing memes, while managing stress levels and boss alertness in a playful workplace simulation.

control-expert-mcp

MCP server that enables AI agents to read, edit, and create PLC projects in EcoStruxure Control Expert via COM automation.

Vulnerable MCP Server

Intentionally vulnerable Model Context Protocol (MCP) server designed for security research that processes natural language queries through an LLM to execute SQL queries or shell commands without restrictions.

mcp-cbs-il

Enables access to Israel Central Bureau of Statistics (CBS) data through natural language queries via the Pipeworx MCP gateway.

PaperMCP

Enables searching and accessing academic papers from 23+ sources (including arXiv, PubMed, Google Scholar) through the Model Context Protocol, with unified tools for search, download, and text extraction.