Discover Awesome MCP Servers

Container Exec MCP Server

Enables AI assistants to manage Docker containers, execute commands inside them, and inspect container information through a minimalist set of tools supporting both stdio and HTTP transports.

SkillShare MCP Server

An MCP server that enables AI agents to interact with the SkillShare registry, including searching, reading, creating, and managing resources like skills, MCP configurations, and notes.

CompleteMCPServer

An MCP server that provides an AI LLM orchestrator supporting multiple providers (LM Studio, Ollama, OpenAI, generic) plus SQLite-backed memory, kanban, and todo databases for persistent task and knowledge management.

ATimeLogger MCP Server

A standalone MCP server that exposes the ATimeLogger REST API to Claude Desktop/Code over stdio, enabling activity tracking (start/stop/pause/log), reports/history, and activity type management.

mcp-confluence-data-center

Connects AI assistants to Confluence Server/Data Center, enabling search, content management, attachments, and natural-language interaction with your Confluence instance.

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.

sap-mcp-server

Enables natural language querying of SAP business partner data by exposing OData APIs as MCP tools for LLM agents.

instagram-mcp

Enables Claude to read and send Instagram DMs, manage threads and message requests, send media, and run autonomous conversations via the /dm skill.

Metis

A second brain for researchers — gives Claude persistent memory of your papers, field, and working history, with answers cited from your own indexed library

Solana MCP Server

AIエージェントがSolanaブロックチェーンと連携し、残高確認、トークン転送、スワップ実行、価格データ取得などのDeFi操作を可能にする、モデルコンテキストプロトコルサーバー。

Vulnerability Registry MCP Server

Enables querying and analyzing a legacy, file-based vulnerability registry via MCP tools for CVE lookup, search, vendor navigation, and aggregate statistics.

hitl-gate-mcp

Human-in-the-Loop approval gate for AI agents to assess risky operations and require user approval via Cursor forms.