Discover Awesome MCP Servers

gtm-mcp-server

A Model Context Protocol server for Google Tag Manager that uses service account authentication, providing tools to manage accounts, containers, workspaces, tags, triggers, variables, and versions.

📚 PDF Reader MCP

Node.js/TypeScript로 구축된 MCP 서버로, AI 에이전트가 PDF 파일(로컬 또는 URL)을 안전하게 읽고 텍스트, 메타데이터 또는 페이지 수를 추출할 수 있도록 합니다. pdf-parse를 사용합니다.

claude-consult-mcp

Enables OpenAI Codex to consult Claude Code for co-analysis, adversarial second opinions, and read-only file review over the Model Context Protocol, with Claude remaining advisory and unable to modify files.

estat-mcp

MCP server for Japan's e-Stat (Government Statistics Portal). Search statistical datasets, retrieve data tables, and access metadata from official Japanese government statistics.

mcp-crewd-rs

Enables AI agents to spawn, coordinate, and message worker cells via a single MCP server over a local Unix socket.

vmd-hydrate-mcp

Drive VMD from any LLM — render GROMACS/LAMMPS trajectories and analyze clathrate-hydrate cages through the Model Context Protocol.

FS Context MCP Server

A secure, read-only MCP server that enables filesystem scanning, searching with glob patterns and regex, file reading, and batch operations with comprehensive path validation and security protections.

Furikake

A local CLI & API for MCP management that allows users to download, install, manage, and interact with MCPs from GitHub, featuring process state management, port allocation, and HTTP API routes.

elementor-cli

CLI and MCP server for reading and writing Elementor page data on WordPress.

Signal MCP

The most complete Signal MCP server and CLI.

Driflyte MCP Server

Enables AI assistants to query and retrieve topic-specific knowledge from recursively crawled and indexed web pages.

mcp-image-compression

다양한 이미지 포맷의 로컬 압축을 위한 MCP 서버

Haxaml

Enforces a structured planning-before-building workflow for AI coding agents via an MCP server, maintaining a project diary and protocol to ensure agents understand context and success criteria.

Raworc MCP Server

Enables AI assistants to interact with Raworc's agent runtime platform through seamless integration. Supports session management, message handling, space and agent management, and secure secret storage operations.

StatusCraft

Live operational status for 2,400+ major software services — AWS, GitHub, Stripe, OpenAI, Cloudflare, and more — pulled from each provider's official status page and returned as a normalised up / degraded / down result for any service you ask about.

gimp-mcp

MCP server that bridges GIMP 3.0 with natural language commands, enabling conversational image editing through Claude Desktop and other MCP clients. Exposes GIMP's full PyGObject API for AI-powered image manipulation.

PromptLab MCP Server

기본적인 사용자 질의를 AI 시스템에 최적화된 프롬프트로 변환하기 위한 표준화된 프로토콜을 통해 프롬프트 템플릿을 제공합니다.

queue-aiops

Governed Redis + RabbitMQ middleware operations — memory-pressure, latency, backlog, and churn RCA, with guarded queue/key writes, unbypassable audit logging (MCP + CLI), budget/runaway guards, dry-run, and undo/rollback.

Bangumi TV MCP Service

Provides MCP access to the BangumiTV API, allowing users to retrieve and interact with anime, manga, music, and game information through natural language queries.

msloop-mcp

MCP server that provides read access to Microsoft Loop workspaces and pages by reusing your Loop web session, enabling listing, reading, and searching across Loop content without app registration.

MCP RAG Agent Server

This MCP server enables intelligent API testing automation by combining RAG knowledge retrieval with tool execution capabilities. It allows QA engineers to perform natural language-driven API testing with contextual knowledge support.

RegistryTools

A standalone MCP Tool Registry server providing generic tool search and discovery for MCP clients, reducing token consumption and improving tool selection accuracy.

yt-studio-mcp

Manage a YouTube channel through official Google APIs — videos, comments, playlists, live broadcasts, captions, and analytics — plus an auditable giveaway suite for comment-entry giveaways with deterministic winner drawing.

SEFAZ MA: Certidão Negativa de Débitos

Consulta em fonte oficial a Certidão Negativa de Débitos da SEFAZ MA, com uma ferramenta somente leitura via MCP over HTTP.

Tripleshot MCP Server

Streamable HTTP MCP server that fronts api.tripleshot.ai, enabling AI clients to search, fetch, and render prompts from the Tripleshot prompt library.

mcp-glm-kimi-ollama

Provides three MCP servers for Claude Code to access free/low-cost LLM models: GLM (Zhipu), Kimi (Moonshot), and local Ollama, enabling chat, vision, and offline tasks via natural language.

Verge MCP Server

Enables AI assistants to manage VergeCMS blogs through natural language, providing complete CRUD operations for blogs and articles with secure browser-based authentication and automatic token persistence.

deribit-mcp

Connects to Deribit for real-time market data, portfolio management, trade execution, and risk analysis through natural language.

flowindex

Enables AI coding agents to analyze codebase behavior through entrypoints, call paths, and tests, providing impact analysis and context packs for code changes.