Discover Awesome MCP Servers

MySQL Query MCP Server

AIアシスタント用MySQLクエリMCPサーバー - 読み取り専用MySQLクエリを実行

grok-build-mcp-server

Exposes the Grok Build CLI as MCP tools for Claude Code and other clients, enabling headless AI agents to perform tasks like code reviews, web research, and file operations with configurable permission levels.

code-visualizer-mcp

An MCP server that generates Excalidraw diagrams to visualize algorithm execution step-by-step, supporting multiple data structures and integration with AI assistants.

pixel-surgeon-mcp

AI image and video generation, editing, and region repair via Gemini, OpenAI, and Grok

Memxus

One context engine for every AI. Persistent context from GitHub, Notion, and your decisions, delivered to Claude, ChatGPT, Cursor, VS Code, Gemini, and any MCP-compatible client.

github-security-mcp

An MCP server that enables AI agents to perform comprehensive GitHub security audits across org settings, repositories, Actions workflows, secrets, supply chain, and access control using 39 tools and 45 checks.

io.github.wmarceau/md-to-pdf

Converts markdown files into professional PDF documents with automatic table of contents and interactive navigation.

Gemini MCP Server for Claude Code

Integrates Google's Gemini AI models into Claude Code and other MCP clients to provide second opinions, code comparisons, and token counting. It supports streaming responses and multi-turn conversations directly within your existing AI development workflow.

Context MCP Server

A Model Context Protocol server that provides web content fetching capabilities with robots.txt checking removed, allowing LLMs to retrieve and convert web content to markdown.

Docker Swarm MCP Server

A production-ready MCP server for Docker Swarm that provides full control over services, stacks, configs, and secrets with smart context preservation to reduce tool clutter.

loopeng

Watches your terminal sessions, identifies repetitive workflows, and converts them into callable MCP tools so AI agents can automate them.

glowfic-rag

Provides semantic search capabilities over glowfic.com content using a pre-built vector database and GTE-Large embeddings. It allows users to query specific continuities and authors through MCP-compatible tools in applications like Claude Code and Cursor.

crypto-mcp

A read-only MCP server for managing multichain crypto wallet accounts and deriving public addresses across Bitcoin, Ethereum, Solana, TRON, and more. It provides secure local storage with encrypted mnemonics and only exposes account listing and address lookup tools.

vision-mcp

Enables AI agents to analyze images using any OpenAI-compatible vision API, providing tools for image analysis, OCR, error diagnosis, diagram understanding, and chart analysis.

GmailMcpServer MCP server

An MCP Server for GMail

TextToolkit

A text transformation and formatting MCP server that provides common text manipulation functions such as case conversion, encoding/decoding, formatting, analysis, and regex operations directly within your AI assistant workflow.

ghostkit MCP Server

MCP server that provides AI clients with 26 security and developer tools, enabling tasks like JWT decoding, HTTP header analysis, and phishing URL inspection.

FFmpeg MCP Tool

Enables image and video processing through FFmpeg, including compression, format conversion, resizing, and batch processing operations for common media formats.

MCP Server Memo

セッションメモリ管理のための軽量な MCP サーバー

Cyprus Payments MCP

Lets AI agents accept payments in Cyprus via Stripe hosted checkout (cards, Apple Pay, Google Pay).

OpenRouter Model Selector MCP

MCP server that helps AI assistants automatically find, filter, and rank the best AI models for a specific task using the OpenRouter API.

SentinelOps

SentinelOps is an MCP server that enables AI-powered security operations with human-in-the-loop safety. It allows agents to investigate threats, propose actions, and execute security responses only after explicit human approval.

Appsignal MCP

A Model Context Protocol server that allows AI assistants to fetch and analyze incident data from Appsignal, including retrieving incident details, samples, listing recent incidents, and analyzing incidents to suggest fixes.

swagger-json-mcp

A powerful MCP server for querying and processing large Swagger/OpenAPI JSON documents, enabling LLMs to efficiently access API documentation without loading entire files.

Template MCP Server

A production-ready foundation template for building Model Context Protocol (MCP) servers with FastAPI, featuring modular tools, comprehensive testing, and OpenShift deployment configurations. Includes automated transformation scripts to create custom domain-specific MCP servers.

MCP Agent Server

An open-source "brain" for AI employees that enables users to create, manage, and improve persistent AI agents with their own memory and learning capabilities.

tsurugi-python-mcp-tools

Enables to interact with Tsurugi RDBMS by executing SQL (DDL, DML, SELECT) and retrieving metadata through MCP.

Tribunal TJSP: Certidão Cível de 1º Grau

Consulta certidões cíveis de 1º grau do Tribunal de Justiça de São Paulo em fonte oficial, com leitura somente e acesso via MCP.

Enterprise Commerce MCPs

MCP servers for enterprise commerce that expose Spring Boot services and React portals through FastMCP servers, enabling natural language interactions with the underlying HTTP APIs.