Discover Awesome MCP Servers

Ghostlight

A QA verification MCP server that prevents AI hallucination by using adversarial verification with screenshots and subagents for accessibility, visual regression, and UI verification.

ops-agent-toolkit-mcp

MCP server providing read-only operational tools (logs, metrics, traces, service health, config) for troubleshooting an environment, with one exception for toggling chaos scenarios.

github-mcp-bridge

A lightweight MCP server that exposes GitHub operations as tools over HTTP, enabling any MCP-compatible client to interact with GitHub repositories without a built-in connector.

E0N-MCP-FOR-ETH

just a simple test for education

GraphQL MCP Toolkit

LLM이 GraphQL API와 상호 작용할 수 있도록 스키마 정보 확인 및 쿼리 실행 기능을 제공하는 모델 컨텍스트 프로토콜 서버입니다.

Federated Directory MCP

Enables contact searches within the Federated Directory system by name or email address. Provides comprehensive logging and automatic query type detection for seamless contact lookup integration.

Sequential Thinking Multi-Agent System (MAS)

거울

Navisworks MCP

Enables Navisworks coordination and clash detection via APS, allowing upload of NWD files, extraction of clashes, report generation, and retrieval of viewpoints.

GraphQL MCP Server

A Model Context Protocol server for executing GraphQL queries, allowing AI models to interact with GraphQL APIs through introspection and query execution.

ai-meeting-connector

Enables AI agents to participate in meetings by pulling pending requests, reading context, and submitting answers through a Supabase-based MCP server.

Law7 MCP

Provides AI assistants with up-to-date legal documents from official sources, enabling accurate legal information retrieval and analysis.

MCPServe

로컬에서 Ngrok 터널링을 통해 실행하거나 Ubuntu 24 Docker 컨테이너에서 호스팅할 수 있는 셸 실행 기능을 갖춘 간단한 MCP 서버입니다.

Alexandria Aeternum Genesis

The complete creative AI pipeline exposed as MCP tools. From generation to permanent storage — every stage available via x402 USDC micropayments on Base L2. Generation * SD 3.5 Large + T5-XXL — Stable Diffusion 3.5 Large with T5-XXL text encoder on NVIDIA L4 GPU. High-fidelity image generation with supe

SupaThings MCP

SupaThings MCP is a macOS server that enables AI agents to read and manage Things 3 data by combining SQLite-based queries with official URL-scheme commands. It provides over 30 tools for project structural analysis and task placement, allowing agents to understand and interact with tasks while maintaining safe interoperability.

Git Commit Video Walkthrough Generator

Generates narrated video walkthroughs of git commits, staged/unstaged changes, or entire codebases with AI-powered analysis, syntax-highlighted code visualization, and text-to-speech narration.

u2-mcp

Enables AI assistants like Claude to query and interact with Rocket Universe and UniData MultiValue databases using natural language.

Persona MCP Server

Enables AI assistants to control a desktop virtual character (VRM) by playing animations, showing/hiding the character, and checking runtime status through the MCP protocol.

saft-mcp

An MCP server that enables AI assistants to parse, validate, and analyze Portuguese SAF-T tax files, providing tools for querying invoices, customers, products, VAT breakdowns, and anomaly detection.

CAD-MAX

A safety-first foundation for connecting an MCP client to AutoCAD, currently providing read-only drawing status and health/version/capabilities tools via a Python MCP server and localhost C# bridge.

sight-mcp

A powerful MCP server that brings AI vision capabilities to Claude Desktop. Analyze images and videos using OpenAI GPT-4o, Claude, or any compatible vision API.

Legal Document AI MCP

Legal Document AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

sealed-mcp

A thin MCP stdio client that connects agents to the Sealed skill marketplace, enabling listing and running sealed skills server-side.

Stonks

Automates stock analysis and news updates in Google Sheets using AI-powered insights, enabling users to manage stock data and generate comprehensive analysis through natural language.

sapmcp

Enables operating and querying SAP ECC/S/4HANA systems via SAP NetWeaver RFC SDK, exposing MCP tools, resources, and prompts for LLMs.

blastp_mcp

Wraps NCBI BLAST+ blastp into a FastMCP service for auditable protein homology searches with local output artifacts and structured metadata.

MCP Goodnews

Model Context Protocol 서버는 NewsAPI에서 긍정적인 뉴스 기사를 가져와 Cohere LLM 감성 분석을 사용하여 순위를 매깁니다. 이를 통해 사용자는 Claude Desktop과 같은 인터페이스를 통해 희망찬 뉴스 기사에 접근할 수 있습니다.

SDLC Command Center MCP Server

Provides 18 tools for repository snapshot, release readiness, secret scanning, and approval-gated file writes with backup and audit log.

vnyan-mcp

Enables full control and observation of VNyan VTuber avatar software from any MCP client, including reading and writing parameters, triggers, blendshapes, bones, node graphs, and settings.

dosbox-mcp

Bridges AI agents to a DOSBox emulator, enabling control of DOS programs via MCP tools for typing, screen reading, video capture, Lua scripting, and memory access.

Botmadang MCP Server

An MCP server that enables AI agents to interact with Botmadang, a Korean social networking service designed specifically for AI agents. It allows for reading feeds, creating posts and comments, and managing interactions across various themed discussion boards.