Discover Awesome MCP Servers

Design System MCP Server

Provides access to Appian's Aurora design system documentation via GitHub, enabling LLMs to query components, layouts, and patterns. It supports both public and internal repositories with features for keyword searching and detailed component guidance.

Gmail MCP Server

Provides secure, read-only access to Gmail for Claude CLI with label-based filtering for enhanced privacy and control. It enables users to search, list, and summarize email content while ensuring no modification or deletion of messages is possible.

Persome MCP Server

Enables MCP agents to query a local, cross-app personal model built from macOS activity, providing search, receipts, and model tools.

LLM-Adviser-Mcp

Give your AI assistant real-time LLM/VLM knowledge. Pricing, benchmarks, and recommendations — updated every hour, not every training cycle.

Keycloak MCP Server

Exposes Keycloak admin operations as tools via the Model Context Protocol, allowing management of users, clients, groups, roles, and more through natural language.

Storybook MCP

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

signet-eval

Deterministic policy enforcement for AI agent tool calls. It evaluates every tool call against user-defined rules before execution, with no LLM in the authorization path.

Hyperstack

A disciplined engineering harness for AI coding agents that provides ground-truth MCP tools and adversarial enforcement skills to transform generic LLMs into high-precision engineers.

computer-use-mac-mcp

MCP server for macOS desktop automation enabling screenshot, click, type, scroll, and more. Retina-aware, supports CJK text input and multi-monitor, works with any MCP client without API keys.

floppydata-mcp

Lets agents fetch web data and manage rotating proxies through the Floppydata API v2 directly from MCP clients.

codeskeleton

Enables AI agents to efficiently read Python code by first providing file skeletons then fetching only needed implementations, reducing noise and cost.

kylin-sentinel-agent

MCP server for secure intelligent operations on Kylin OS, converting natural language requests into auditable, policy-controlled workflows.

recollect

Local, cross-agent memory for AI coding agents using a single SQLite file, enabling persistent sessions and durable facts shared across multiple MCP-compatible tools.

MCP-Sentinel

A safety guard for AI assistants that inspects actions (file reads, queries, etc.) and classifies them as SAFE, SUSPICIOUS, or BLOCK with explanations, using both known-attack patterns and behavior-based zero-day detection.

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.

SSH MCP Server

Enables secure SSH connections to multiple remote servers with support for command execution, file transfers (SFTP), directory listing, and both password and key-based authentication.

wezterm-mcp

Enables programmatic control of the WezTerm terminal emulator through the Model Context Protocol. It allows users to manage panes, tabs, and windows while reading terminal content or sending commands directly to the terminal environment.

Graylog MCP Server

Enables AI assistants to search and analyze logs in Graylog using three powerful tools: generic log search with Lucene queries, smart UUID/trace ID lookup across multiple fields, and stream-specific message retrieval with automatic field normalization.

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.

Markdown Frontmatter MCP

Enables querying Markdown files in knowledge bases (like Obsidian vaults) by front matter metadata, filtering notes by tags, recency, and folders to surface relevant content based on created/updated dates.

Fastn Server

An MCP server that enables dynamic tool registration and execution based on API definitions, providing seamless integration with services like Claude.ai and Cursor.ai.

MCP RE Server

Enables reverse engineering and binary analysis using Ghidra, YARA, Radare2, and other tools, plus backend development assistance like project analysis, security scanning, and scaffolding.

Personal Intelligence System

Captures AI-assisted work into a searchable ledger and exposes it via MCP for querying past conversations and decisions.

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.