Discover Awesome MCP Servers

sa2web-mcp

Exposes a remote browser as MCP tools via Playwright, enabling AI agents to navigate and interact with web pages through DOM snapshots, clicks, typing, and form operations.

mcp-docs

Một máy chủ MCP đơn giản để cung cấp tài liệu cho các ứng dụng AI.

codebase-memory

MCP server for local codebase memory: semantic indexing, hybrid search, and clean code analysis (static + LLM) with retrievable project notes, designed to run fully local on modest hardware.

mcp-solid-pod

MCP server for reading, searching, and optionally writing data in Solid Pods via LDP/RDF with headless client-credentials authentication.

arabicfmt-mcp

MCP server for correct Arabic formatting — currency, Hijri dates, number-to-words, RTL fixes and validation across all 22 Arab countries. Zero-dependency.

Prefeitura PR Francisco Beltrão: Certidão Negativa de Débitos MCP Server

Enables consulting official negative debt certificates from the Prefeitura of Francisco Beltrão, Paraná, through a hosted MCP server with pay-per-use credits and read-only access.

superagentic

An MCP server that lets agents claim, work on, and finish units of work in a coordinated fleet, with lease and heartbeat protection, plus tools for orchestrators to define work and collect results.

sandbox-mcp

自托管的MCP服务器，在Docker沙箱中提供命令执行、后台长任务、大文件传输和多沙箱自动管理，专为AI助手设计。

@brainerce/mcp-server

Provides AI coding assistants with domain knowledge about the Brainerce headless commerce platform, including SDK reference, type definitions, business flows, critical rules, and live store capabilities.

br8n

MCP server that captures and resumes coding context, saving snapshots of branch, open files, diff, and the user's hypothesis, with searchable journal and gap-filling exploration.

FANUC 0i-F Plus Parameters MCP Server

Enables querying, searching, and comparing FANUC CNC parameters for the 0i-F Plus series.

simple-reddit-mcp

A read-only Reddit MCP server that fetches threads, comments, and subreddits from the Arctic Shift archive over HTTP, requiring no Reddit account or API key.

Skills MCP

Transform any AI agent into a domain expert by giving it access to modular, reusable skills through the Model Context Protocol. Brings Claude's Skills format to any MCP-compatible agent, allowing you to create skills once and use them everywhere.

Claude Book Agent

An MCP server that automates the generation of structured children's books using Claude Desktop.

Dev Advisor MCP Server

Analyzes JavaScript/TypeScript projects for code modernization opportunities, checks browser compatibility via Can I Use, searches MDN documentation, and recommends modern Web API alternatives to reduce bundle size and improve performance.

Google Ads MCP Server

This MCP server searches Google's public ads database and uses AI to analyze ad images/videos, with intelligent caching for performance.

mParticle MCP Server

Enables interaction with mParticle's Data Planning API to manage data plans, retrieve schemas, and govern data workflows via natural language.

TestRail MCP Server

A Model Context Protocol server that provides integration with TestRail, allowing AI assistants to interact with TestRail projects, test cases, test runs, and results.

CSS MCP Server

Provides up-to-date CSS documentation and browser compatibility data from MDN through natural language queries. Features intelligent caching and supports all CSS properties, selectors, functions, and concepts with automatic normalization.

bespoke-mcp

Enables an LLM to drive a live Bespoke Synth, including module graph editing, control modulation, sequencing, playback control, and audio analysis feedback with visualizations.

ONS Baby Names API MCP Server

MCP server that provides England & Wales baby names data from the ONS birth registration dataset, enabling queries about top names, popularity trends, and geographic breakdowns via natural language.

kakao-mcp

Enables AI agents to use Kakao's Local, Search, and Vision APIs for address conversion, place search, web/blog/search, and OCR, requiring only a REST API key.

Aras Innovator Claude Agent

Enables Claude Desktop to interact with Aras Innovator PLM systems via OAuth 2.0, allowing users to query PLM data, create items, and call server methods through natural language.

GitHub Pages Retrieval MCP

Enables AI agents to search private GitHub Pages by authenticating in a dedicated browser and retrieving indexed sections from a local SQLite database, with support for multiple sites and languages.

threatlocker-mcp

An MCP server that connects AI assistants to the ThreatLocker Portal API with 44 tools for managing computers, approvals, action logs, tags, maintenance mode, and more across single-org and multi-tenant setups.

MCP OpenProject Server

Enables AI assistants to manage projects through OpenProject's API, providing complete project management capabilities including work packages, tasks, and team collaboration features.

reasoning-traces

Adds a deep_reasoning tool that consults stronger reasoning models (e.g., DeepSeek R1) to produce full reasoning traces for complex problems, helping the agent shape and cross-check its answers.

mcp-fabric

MCP server for managing Microsoft Fabric notebooks and Dataflow Gen2 via the Fabric REST API. Supports reading, creating, updating, running, and deleting items within workspaces.

GetScreen MCP Server

Enables capturing screenshots of all connected monitors with automatic JPEG compression and multi-platform support including WSL environments. Supports quality adjustment and image resizing through simple natural language commands.