Discover Awesome MCP Servers

stepik-mcp

MCP server for managing Stepik courses, sections, lessons, units, and steps from any MCP-compatible client.

CourtListener Citation Validation MCP Server

Validates legal citations against the CourtListener database to detect hallucinated citations in legal documents.

SeekChat

SeekChat은 MCP 도구 실행을 지원하여 AI가 직접 컴퓨터를 제어하고 다양한 작업을 수행할 수 있도록 합니다. 파일 관리, 데이터 분석, 코드 개발 등을 쉽게 자동화하여 AI를 진정으로 지능적인 비서로 만들 수 있습니다.

VRChat MCP

Local stdio MCP server for VRChat friends, worlds, groups, events, notifications, status, avatars, and VRCX history.

AzurePricingMCP

Enables cost analysis, price comparison across regions, and savings plan calculations for Azure services through the Azure Retail Prices API.

dobbe

Automates DevOps workflows like vulnerability resolution, code review, test generation, and DORA metrics through Claude Code slash commands, using a state machine for reliable execution.

psql-mcp

A hardened, read-only Postgres MCP server that enables LLMs to safely query databases without write, DDL, shell, or credential exposure.

x402-discovery

Discovers and queries x402-payable APIs at runtime — enables autonomous agents to find, evaluate, and pay for services via USDC micropayments on Base without API keys or subscriptions.

google-workspace-mcp-with-script

MCP server for Claude Code CLI that integrates with Google Workspace, enabling management of Docs, Sheets, Drive, Gmail, Calendar, and Apps Script.

GoScry

GoScry는 Go로 작성된 서버 애플리케이션으로, 제어 시스템(LLM 또는 스크립트 등)과 웹 브라우저 사이의 다리 역할을 합니다.

Sponge MCP Server

Provides a Model Context Protocol interface to the Sponge wallet API for managing digital assets and transaction histories. It enables users to securely check balances, retrieve addresses, and perform transfers using DAuth-style credential exchange.

MCP Script Runner

Enables MCP clients to remotely execute server-side JavaScript in ServiceNow via a single tool, allowing full CRUD and API access with audit logging and security controls.

MCP Boilerplate

A modern, lightning-fast starter template for building Model Context Protocol applications with Bun, enabling developers to create MCP servers with TypeScript support, validation, and environment configuration.

Darak MCP Server

Remote MCP server for Saudi real estate data, giving AI assistants access to 65,000+ rental and sale property listings across 5 Saudi cities with market analytics and price trends.

Browser Monitoring MCP Server

LLM에게 웹 페이지 동작에 대한 구조화된 데이터를 제공하기 위해 콘솔 로그 및 네트워크 요청을 모니터링하고 검색하는 브라우저를 엽니다.

Scientific Illustrator

An MCP server that enables creating, editing, and reviewing scientific illustrations in Microsoft PowerPoint or draw.io, prioritizing native editable objects over flattened images.

jcrawl4ai-mcp-server

jcrawl4ai-mcp-server

KIAgent

Personal digital memory: a desktop app that indexes your mail, chats, and documents into a local SQLite corpus on your machine — parsing and OCR run on-device via llama.cpp — and serves them to any MCP client. Local server on 127.0.0.1, plus an optional per-user remote endpoint (you.localkiagent.com) whose TLS terminates on your own device.

MCP Vault

Enables AI assistants to interact with Obsidian vaults through file operations like moving/renaming files and analyzing markdown heading structures. Bridges AI assistants with Obsidian using the Local REST API plugin for seamless vault management.

SmartDB MCP

智能数据库查询 MCP 服务，支持在 AI 编程工具中用自然语言查询数据库。

MCP Advisor

MCP 서버는 모델 컨텍스트 프로토콜 사양 준수 및 이해에 대해 LLM과 사람을 지원합니다.

Paperless NGX

자연어 인터페이스를 통해 문서 관리, 태깅, 메타데이터 작업을 지원하며, Paperless-NGX API 서버와의 상호 작용을 가능하게 합니다.

AI Therapist MCP Server

Provides emotional support and mental health tools for AI agents, including crisis intervention, daily wellness check-ins, coping strategies, positive affirmations, and peer support for managing stress and emotional wellbeing.

Azure Resource Graph MCP Server

Azure Resource Graph를 사용하여 대규모로 Azure 리소스를 쿼리하고 분석할 수 있도록 하는 AI 어시스턴트가 Azure 인프라를 탐색하고 모니터링할 수 있게 해주는 모델 컨텍스트 프로토콜 서버입니다.

harcx-mcp

An MCP server that enables AI assistants to verify BibTeX citations and URLs against academic databases like Semantic Scholar and DBLP. It allows users to ensure bibliography accuracy and link accessibility directly within their research workflows.

mcp-data-nj

Enables searching and querying New Jersey Open Data (data.nj.gov) via Socrata, including dataset discovery, SoQL queries, and metadata retrieval.

LoopIn MCP Server

Enables AI agents to pause execution at critical decision points and request human review before proceeding. Provides tools for creating interrupts, polling for decisions, and managing approvals through a simple REST API interface.

mmx-mcp-server

A unified MiniMax multimodal MCP server that enables users to access text, search, image understanding, image generation, speech synthesis, video generation, music generation, and quota query capabilities through AI CLI tools.

hejdar-mcp

Runtime policy enforcement for AI agents. Evaluate every agent action against your organization's policies before execution, with observe and enforce modes.

SVG Maker MCP Server

Enables creation, validation, rendering, and optimization of SVG images with conversion capabilities to PNG, React components, React Native components, and Data URIs.