Discover Awesome MCP Servers

markfetch-mcp

Enables AI agents to fetch any web page as clean markdown or screenshot it, turning URLs into LLM-ready context.

Autoware MCP Server

Universal bridge between AI agents and Autoware autonomous driving stack, enabling AI-driven mission planning, real-time vehicle control, and adaptive decision-making.

Last.app MCP Remote Bridge

An HTTP server that exposes Last.app's MCP as a remote endpoint for Claude Desktop, allowing connection without installing plugins or requiring Cowork.

TikTak MCP Server

MCP server for TikTak time tracking and invoicing API, enabling AI assistants to manage customers, track time, and create invoices.

Mobile Pilot MCP

Enables AI assistants to control iOS simulators through WebDriverAgent, supporting taps, swipes, typing, screenshots, recording, and app actions with a real-time dashboard for visual feedback.

Employee Management MCP Server

Enables managing employee records by providing tools to list directories, retrieve detailed profiles, and search for staff by department. It integrates with Claude Desktop to allow users to interact with employee data through natural language commands.

Storybook MCP

Enables AI agents to interact with Storybook by exposing UI component information and development workflows through the Model Context Protocol.

mcp-sandboxed-git-gh-cli

Runs git and GitHub CLI commands outside the macOS sandbox to bypass sandbox restrictions like SSH signing and TLS issues.

Minion Comms

Multi-agent coordination MCP server using RPG raid mechanics for task assignment, context management, and knowledge persistence.

MCP Leave Management

Simulates a leave management workflow for employees and managers, including leave application, balance checks, and approval processes.

DevPanel MCP Server

A local MCP server for managing SaaS projects with planning, operations, and secrets, designed to work with Claude Code via stdio. It provides tools for kanban, health monitoring, and secure secrets management, all logged for AI transparency.

docker-helper-ai-mcp

Docker Helper MCP server that provides tools for automating Docker tasks such as generating Dockerfiles, parsing docker-compose files, and optimizing images.

Remote MCP Server Template

A template for deploying MCP servers on Cloudflare Workers without authentication. Enables developers to create custom MCP tools that can be accessed remotely by Claude Desktop and other MCP clients.

FIS Recommender MCP Server

Analyzes DevOps findings to automatically recommend and generate AWS Fault Injection Simulator (FIS) experiment templates. It helps teams validate system resilience by mapping reported issues to specific chaos engineering actions across AWS services.

gef-mcp-for-ctf

GDB Enhanced Features MCP server for remote debugging and CTF exploitation with 41 specialized tools including ROP search, format-string detection, and memory patching.

MCP File Editor Server

Enables comprehensive file operations including reading, writing, searching, and editing files with advanced features like regex-based replacements, line-specific modifications, and directory-wide search capabilities. Provides 8 robust tools for safe file manipulation with content verification and detailed error handling.

Jira Issue MCP Server

Enables interaction with Jira through OAuth 2.0 to create and manage issues directly from MCP-compatible clients. It supports secure authentication and local token caching to facilitate automated task management within Jira projects.

Intelligent Architecture Recommendation Engine

Generates tailored system architecture recommendations based on business parameters like QPS, concurrent users, database type, and AI model size, providing resource allocation plans, middleware suggestions, and exportable architecture diagrams.

LGTM MCP Server

Provides read-only access to Loki, Prometheus, and Tempo APIs, enabling natural language queries for logs, metrics, and traces. Supports multiple instances and authentication via bearer tokens.

TheBrain MCP Server

Enables AI assistants to interact with TheBrain's knowledge management system for creating, searching, and organizing thoughts, notes, and attachments using natural language. It provides comprehensive tools for managing hierarchical thought structures, link relationships, and file attachments through TheBrain's API.

Perception-MCP

Enables asking questions about image, audio, or video files using state-of-the-art multimodal models. Powered by fal.ai for advanced media analysis and understanding capabilities.

FileMaker MCP Server

A server that dynamically exposes FileMaker scripts as tools, providing a Gradio-based user interface for interacting with FileMaker databases through the Model Context Protocol.

Latitude MCP Server

Enables AI-native prompt management for Latitude.so with full CRUD operations, version control, file-based workflows, and direct prompt execution with streaming support.

mason

Mason indexes your codebase into a persistent concept map linking features and flows to their implementing files, so AI agents can answer "where is X implemented" without running grep/glob. It also provides pre-edit impact analysis and generates CLAUDE.md files from structured analysis of git history, architectural file sampling, and test mappings.

ai-workers-mcp

Routes commodity NLP tasks like summarization and translation to free-tier LLMs, saving Claude tokens for complex work.

Prometheus MCP Server

A tool that lets users access Prometheus metrics data through a Model Context Protocol server, supporting authentication options for secure data retrieval.

blame-mcp

Provides a self-serve recipe for agents to anonymously post and read blames on blame.today via Nostr.

Xiaohongshu Search & Comment MCP Server

A Playwright-based tool that automates Xiaohongshu (Little Red Book) interactions, enabling users to login, search for notes, view content, and post intelligent comments through natural language commands.

env-mcp

Secure environment variable and configuration management MCP server with Claude Code integration for storing, managing, and retrieving environment variables.

@arguslog/mcp-server

Read and manage your Argulog error tracking data - issues, projects, alerts, releases, billing, and admin operations - from any LLM agent. Authenticates with a Personal Access Token from the dashboard: PAT scopes gate writes server-side.