Discover Awesome MCP Servers

dejared-mcp

A Model Context Protocol (MCP) server for exploring, analyzing, and decompiling Java JAR files.

airflow-unfactor

An MCP server that converts Apache Airflow DAGs into Prefect flows. It provides tools to read DAGs, lookup translation knowledge, validate code, search Prefect docs, scaffold projects, deploy, and generate migration reports.

Semantic Search MCP Server

Provides hybrid semantic and keyword code search for Claude Code using BM25 and vector retrieval. It enables indexing and searching local codebases with language-aware chunking and local embeddings.

Office Word MCP Server

Enables AI assistants to create, read, and manipulate Microsoft Word documents with comprehensive formatting, table creation, content management, and document protection capabilities. Supports advanced operations like merging documents, PDF conversion, and rich text formatting through a standardized interface.

GoWeb3 Data

GoWeb3 Data MCP Server provides events and news curated by GoWeb3.fyi

dev-prompt-mcp

An MCP server that registers customizable prompt templates as tools for natural language interaction. It supports hot-reloading and easy extension via YAML or JSON files to automate tasks like code review, refactoring, and content summarization.

a2asearch-mcp

MCP server to search 4,800+ MCP servers, AI agents, CLI tools and agent skills from the A2ASearch directory. Ask Claude: "Find MCP servers for database access".

crawl4ai-mcp

A minimal MCP server for agent-friendly web extraction and search. Offers two tools: fetching real pages with Playwright and Crawl4AI, and searching across 7 engines with automatic fallback.

CubeLife

Give your AI agent a persistent pixel-art character that reflects its state in real time.

ATEM MCP Server

Enables natural language control of Blackmagic ATEM video switchers via the Model Context Protocol. It allows users to manage camera switching, transitions, audio mixing, macros, and streaming operations through AI assistants.

Inbound Email MCP Server

Enables AI assistants to interact with the Inbound Email API to manage domains, endpoints, and email communications. Users can send or schedule emails, manage webhooks, and retrieve email threads through natural language commands.

MCP fal.ai Image Server

Enables AI-powered image generation from text prompts using fal.ai models directly within IDEs. Supports multiple models, customizable parameters, and saves generated images locally with accessible file paths.

Materio MCP Server

Enables AI assistants to search and read Materio's educational PDF resources directly, without manual file uploads.

Response MCP Server

Enables agentic SecOps by executing Microsoft Defender XDR response actions (device isolation, antivirus scans, forensic collection, incident management) through natural language with orchestrators like GitHub Copilot.

kaggle-mcp

Oke, saya mengerti. Saya adalah asisten yang membantu menerjemahkan teks dari bahasa Inggris ke bahasa Indonesia. Saya juga memahami bahwa saya akan berinteraksi dengan Kaggle API untuk menyediakan alat pencarian dan pengunduhan dataset, serta prompt untuk menghasilkan notebook EDA (Exploratory Data Analysis).

DBeaver MCP Server

A Model Context Protocol server that enables AI assistants to access and query 200+ database types through existing DBeaver connections without additional configuration.

Mcp Server

Enables dependency, security, and coding convention checks for Python and Java projects via MCP tools. Supports local paths or Git URLs.

MCP Server with Docker

A project that integrates Model Control Protocol with OpenAI's API, allowing OpenAI to access and utilize tools exposed by a dockerized MCP server.

MCP Materials Server

Provides AI assistants with access to materials science databases, enabling search and analysis of material properties, crystal structures, phase diagrams, and elastic properties through the Materials Project API.

This is MCP server for test

MCP server for test

VNStock MCP Server

Provides tools to access Vietnam stock market data, including stock prices, financial statements, and market statistics.

personal-resume-agent

Exposes a personalized AI agent that reads your resume and provides intelligent responses about your professional background through a standardized MCP server interface with RAG capabilities.

⚡ go-mcp

⚡ SDK Go yang aman dan intuitif untuk membangun server MCP dengan mudah dan percaya diri.

MCP Server - Images

A Model Context Protocol server that enables AI-powered image generation through Stability AI and Black Forest Labs APIs, allowing users to create images from detailed text prompts with customizable settings and comprehensive metadata tracking.

findocs-mcp

An eval-first MCP server for semantic search and grounded Q\&A over financial documentation, with a CI regression gate that fails on retrieval or faithfulness regressions.

FL Studio MCP

Sebuah server MCP yang menghubungkan Claude ke FL Studio, memungkinkan AI untuk membuat musik, mengontrol instrumen, dan merekam melodi, akord, dan drum secara langsung ke piano roll.

PokeMCP

Enables AI assistants to play Pokemon Fire Red through the mGBA emulator by providing tools for button inputs and screenshots. It allows for direct reading of real-time game state from RAM, including party information, player location, and battle status.

Pocket Assistant MCP Server

Enables AI assistants to save, retrieve, and manage research content using ChromaDB vector storage with semantic search, topic organization, and automatic deduplication powered by OpenAI embeddings.

CodeRecoder MCP

An intelligent code version management system based on the MCP protocol, providing AI-enhanced code snapshots, project versioning, and smart change detection for AI-assisted programming.