Discover Awesome MCP Servers

mcp-roblox

MCP server to access Roblox user data including badges, created games, and presence information. Part of Pipeworx gateway.

agent-browser-mcp

MCP server that drives your real Chrome/Edge/Opera browser through a Chrome extension and DevTools Protocol, preserving logins and session state, and can also perform OS-level mouse and keyboard input behind approval.

@deitum/testops-mcp

MCP server for Allure TestOps that enables searching, reading, and writing test cases, authoring and importing test suites in Markdown, managing launches, and retrieving project statistics, all scoped to a single configured project.

lazy-media-mcp

Local MCP server that compresses images and videos, extracts video frames, and prepares media for AI vision agents by returning file paths instead of inline base64.

Xdebug MCP Server

Enables AI assistants to debug PHP applications through Xdebug's DBGp protocol, providing full debugging control including breakpoints, variable inspection, stack traces, and advanced features like watch expressions and code coverage.

mcp-augment

Adds safety hooks to AI coding tools by providing enforced proxy tools (safe_write, safe_edit, safe_bash, safe_read, safe_delete) that validate operations through a configurable hook chain before execution, preventing destructive commands, file deletions, and secret exposure.

polyu-estudent-mcp

A local MCP server that lets Claude Code operate the PolyU eStudent portal to check grades, timetable, exams, search subjects, and manage course registration through natural language.

AI-powered chat system with multiple MCP servers.

AI-powered Chat System with multiple MCP servers.

routeros-inspector-mcp

A constrained, read-only MCP server for MikroTik RouterOS inventory inspection and policy-backed audits.

novel-mcp

Enables AI tools to collaboratively write novels by managing chapters, characters, and story state through commands like validate, context, draft, review, and approve.

stack-advisor

An MCP server that recommends tech stacks for your project. Describe what you're building and get a recommended stack with reasoning, tradeoffs, and what each layer should use.

arxiv-mcp

Provides tools to search for arXiv papers, retrieve full-text HTML content via ar5iv, and download papers as PDFs. This server enables LLMs to find and interact with scientific research literature through a standardized interface.

agenthold

Shared versioned state for multi-agent AI workflows. An MCP server.

just-mcp

An MCP server that integrates with the Just command runner, enabling AI assistants to discover, execute, and introspect Justfile recipes through the MCP protocol.

lattice

Provides bounded repository context and edit-grant MCP tools to coding agents such as Codex, indexing local repositories and enabling fingerprint-checked patch application.

sakenowa-mcp-vercel

Enables querying Japanese sake data (prefectures, sakes, flavors, rankings) via MCP protocol, deployed as a Vercel serverless function.

TiDB MCP Server

TiDBデータベースに対してSELECTクエリを実行できるModel Context Protocolサーバー。明示的に有効にした場合は、INSERT、UPDATE、DELETE操作もオプションでサポートします。

Gemini SuperClaude MCP Server

Enhances Gemini CLI with SuperClaude Framework v4.0.9, providing 22 specialized commands, 14 domain-expert agents, and integration with 6 MCP servers for development, analysis, and automation.

mcp-toy

A toy MCP server for exploring Model Context Protocol capabilities, including resources, tools, and prompts.

Journey/SameUp CMS MCP Server

Enables AI assistants to manage components and pages on the Journey/SameUp CMS through the CMS REST API, including listing, retrieving, and creating components with automatic authentication.

BorrowIP MCP Server

Enables AI agents to route web scraping traffic through a phone's cellular connection via SSH reverse tunnel, providing mobile IPs.

Inventory Analysis MCP Server

Connects to Odoo ERP to provide comprehensive inventory analysis, including demand forecasting, ABC/XYZ classification, and stock level monitoring. It enables users to identify slow-moving items and generate turnover or aging reports through natural language queries.

winnow

Enables local-first context compression for AI agents, offering tools to compress text, retrieve original content, and get compression statistics.

Universal Spec Architect

Enforces a rigorous spec-driven engineering workflow for AI coding assistants, requiring requirements, design, and task planning before any code is written.

Google Workspace MCP Server

Integrates with Google Workspace to create Google Docs and draft Gmail emails through the Model Context Protocol, enabling AI agents to manage documents and emails securely.

mcp-metricflow

A Model Context Protocol (MCP) server that provides MetricFlow CLI tools through both SSE and STDIO interfaces, enabling users to query metrics, list dimensions, and perform other MetricFlow operations via natural language.

MCP Contemplation

Provides an interface to Claude's contemplation loop, enabling continuous background cognitive processing that maintains thoughts, recognizes patterns, and develops insights between conversations.

Wedding Planner MCP Server

A Model Context Protocol server that connects AI assistants to a Google Sheets wedding planner template for managing wedding budget, guest list, schedule, and more through natural language.

Mobbin MCP Server

Enables users to search and browse Mobbin's extensive library of mobile app designs, screenshots, and user flows directly from Claude. It allows for detailed exploration of UI patterns, elements, and personal collections using reverse-engineered API access.