Discover Awesome MCP Servers

gbox

Gru-sandbox (gbox) là một dự án mã nguồn mở cung cấp một sandbox tự lưu trữ (self-hostable) cho việc tích hợp MCP hoặc các trường hợp sử dụng tác nhân AI khác.

mcp-docs-tools

Provides documentation generation and analysis tools for AI agents, including JSDoc generation, README analysis, changelog generation, API documentation, and code comment analysis.

Databricks MCP Server

A FastAPI-based server that provides tools for local file management and Databricks operations, enabling users to create/edit files locally and interact with Databricks clusters, jobs, and DLT pipelines.

ecommerce-catalog-agent

Enables conversational product search and validation for e-commerce catalogs, with hybrid retrieval and live price/stock checks from a database.

mcp-server-matrix

Enables AI assistants to interact with Matrix, the open decentralized communication protocol, allowing them to send and read messages, manage rooms, and perform other Matrix operations through natural language.

hive-mcp-ledger-bridge

Enables EIP-712 envelope creation, verification, and attestation for Ledger hardware wallet integration in Hive Civilization.

MCP Image Gen

Generates images from text prompts using Google's Gemini AI models with customizable aspect ratios and resolutions up to 4K, automatically saving images locally.

scaleforge-mcp-meta-ads

Meta Ads MCP by ScaleForge — a Model Context Protocol server that exposes Meta (Facebook/Instagram) Ads management directly through the Graph API v24.0

mcp-trustedadvisor-server

Provides comprehensive access to AWS Trusted Advisor checks and recommendations through both legacy and modern APIs, with support for AWS Organizations.

USASpending MCP Server

Enables research of federal contract awards, market opportunities, and competitive landscapes using the USASpending.gov API. It provides specialized tools for AI agents to analyze government spending trends, identify incumbents, and search contractor details.

Markdown Sidecar MCP Server

Provides access to markdown documentation for local NPM, Go, and PyPi packages as MCP resources or tools. It enables informed code generation by surfacing documentation directly from a project's working directory.

Jenkins MCP

MCP server that connects AI agents to Jenkins, supporting stdio and HTTP transports with tools for jobs, builds, logs, and queue management.

arc-lite-mcp

A lightweight MCP server to control Arc Browser on macOS, optimized for frontend development with 30 tools including DOM operations, debugging, and network monitoring.

OpenCollab MCP

Enables developers to find personalized open-source contributions by analyzing GitHub profiles and matching them with relevant 'good first issues' and beginner-friendly repositories. Provides comprehensive contribution tooling including repository health scoring, setup difficulty assessment, impact estimation, and automated PR planning.

flatkey-mcp

Enables any MCP-compatible AI client to use the Flatkey API for generating text, images, video, speech, sound effects, and music, with credit consumption tracking.

MCP Remote Control

An MCP server that enables AI assistants to control TVs on a local network through natural language commands. It currently supports Roku devices, allowing users to launch apps, manage playback, and navigate menus.

Bilibili MCP (Playwright)

An MCP server that utilizes Playwright to automate Bilibili video uploads, including automated metadata entry for titles, tags, and descriptions. It features QR code login and cookie persistence to enable seamless interaction with the Bilibili creator platform.

scoutdocs-mcp

MCP server that fetches and searches the latest stable documentation for any package from PyPI, npm, and crates.io.

Remote MCP Server (Authless)

Deploy a remote MCP server on Cloudflare Workers without authentication, customizable with tools and connectable to Cloudflare AI Playground or Claude Desktop via SSE.

MadTaco MCP Server

Provides verification and utility APIs for AI agents to validate tax IDs, screen sanctions, verify companies, and inspect domains using prepaid USD credits, with no charge for failed checks.

x402-seller

MCP server for autonomous agents to rug-check tokens, monitor liquidity drains, and get market briefs, with pay-per-call via x402.

memory-mcp

A self-organizing, persistent semantic memory layer that enables AI agents to store, categorize, and retrieve information using hybrid vector and keyword search. It features autonomous chunking, deduplication, and hierarchical taxonomy management through a PostgreSQL-backed MCP server.

fundgraph

An MCP server that gives investment teams an entity-resolved knowledge graph of people and organizations, enabling graph-based retrieval like warm introductions and relationship analysis from scattered data sources.

Sky PC MCP Companion Safe

A local MCP server for the Windows version of Sky: Children of the Light that enables AI clients to read validated game windows, perform local OCR, and send limited game keystrokes or chat text when explicitly permitted.

openapi-to-mcp

Auto-generates MCP tools from your OpenAPI spec, allowing natural language interaction with any API via configurable headers and serverless deployment.

shop-mcp

MCP server for automating personal Amazon.in and Flipkart accounts via browser sessions, enabling product search, cart management, and guarded checkout.

Apple Health MCP

Enables users to query Apple Health metrics, workouts, and trends from CSV files exported via the Health Auto Export app. It allows MCP clients to analyze health data such as heart rate, sleep stages, and activity levels directly from local iCloud Drive storage.

US Weather MCP Server

Provides weather information for the United States through the Model Context Protocol. Enables users to query current weather conditions and forecasts for US locations.

NotebookLM MCP Server

Enables interaction with Google's NotebookLM through natural language to create and manage notebooks, add sources from URLs/YouTube/Drive, perform AI-powered research and analysis, and generate audio overviews, videos, infographics, and slide decks from research content.

intake_triage_mcp

A deterministic MCP server for legal intake triage that provides practice-area lookup, conflict screening, matter validation, follow-up drafting, and triage logging with a hard conflicts gate.