Discover Awesome MCP Servers

MCP-Server-Inbox

Server MCP yang terintegrasi dengan API pencatatan inBox, memungkinkan pengguna untuk membuat catatan melalui klien MCP mana pun menggunakan interaksi berbasis percakapan.

Skill-to-MCP

Converts AI Skills (following Claude Skills format) into MCP server resources, enabling LLM applications to discover, access, and utilize self-contained skill directories through the Model Context Protocol. Provides tools to list available skills, retrieve skill details and content, and read supporting files with security protections.

Zulip MCP Server

Server Protokol Konteks Model yang memungkinkan asisten AI seperti Claude untuk berinteraksi dengan ruang kerja Zulip, mendukung kemampuan seperti memposting pesan, membuat daftar saluran, mengirim pesan langsung, dan mengakses riwayat percakapan.

IBM Decision Intelligence MCP Server

Enables AI assistants to access and execute automated decision services from IBM Decision Intelligence or IBM Automation Decision Services. It exposes deployed decision operations as tools for platforms like Claude Desktop and IBM watsonx Orchestrate.

Google Drive MCP Server

Enables read-only access to multiple Google Drive accounts simultaneously through secure service account authentication. Supports listing, searching, and extracting content from Google Workspace documents, spreadsheets, and text files.

FLUX MCP Server

Enables high-quality image generation using FLUX.1-dev through Claude Desktop or CLI, with automatic model unloading to save VRAM and memory-efficient bfloat16 processing.

System Monitor MCP Server

Provides system monitoring and management capabilities for Claude CLI, allowing users to view system information, track resource usage, and manage processes through natural language commands.

MCP Learning Project

A comprehensive learning platform for Model Context Protocol development that teaches MCP concepts through hands-on modules including text processing, file operations, and database integration. Designed as an educational tool with progressive difficulty levels from basic to advanced MCP server development.

Calculator MCP Server

A Python-based MCP server that provides a suite of basic arithmetic tools, including addition, square roots, and percentage calculations, for AI assistants. It enables models to perform precise mathematical operations through the Model Context Protocol.

Exa MCP Server

Connects AI assistants to Exa AI's search capabilities, including specialized code search across GitHub repos, documentation, and Stack Overflow, plus web search, company research, and deep research tools for comprehensive information retrieval.

Awesome MCP FastAPI

Sebuah server MCP siap produksi yang dibangun dengan FastAPI, menyediakan registri alat yang ditingkatkan untuk membuat, mengelola, dan mendokumentasikan alat AI untuk Model Bahasa Besar (LLM).

SNOTEL MCP Server

Provides access to real-time and historical snow conditions, weather data, and snowpack analysis from over 800 SNOTEL stations across the western United States through the USDA Air and Water Database API.

mcp-json-yaml-toml

A token-efficient, schema-aware MCP server that enables AI assistants to safely read, modify, query, and validate JSON, YAML, and TOML files with automatic schema detection and format conversion capabilities.

GitHub Workflow Debugger

Sebuah utilitas yang membantu mendiagnosis dan memperbaiki kegagalan alur kerja GitHub Actions dengan menganalisis log eksekusi, mengidentifikasi pola kegagalan umum, dan menyarankan perbaikan spesifik melalui pohon keputusan terstruktur.

Code Search MCP Server

High-performance code understanding toolkit that enables batch reading of multiple files with dependency context, structural outline extraction with Java annotation awareness, and precise location of classes/methods across large codebases.

Cursor DB MCP Server

Enables querying, searching, and analyzing Cursor IDE conversation history from SQLite workspaceStorage databases. Supports exporting chat data in multiple formats and provides workspace utilities for managing conversation data across projects.

MCP Server

Model Context Protocol server that enables API test automation across various AI hosts (Claude, OpenAI, custom) using Postman Collections.

Global MCP Stock Server

Menyediakan akses waktu nyata ke data pasar saham global termasuk harga terkini, grafik historis, dan informasi keuangan perusahaan melalui server Model Context Protocol (MCP) untuk asisten AI.

University Rankings MCP Server

Enables querying and analysis of Chinese university discipline assessments, including searching universities and disciplines, filtering by evaluation grades, browsing by province, and generating rankings based on various metrics.

Puppeteer Swarm MCP

Enables browser automation with concurrent tab pool management using Puppeteer. Supports navigation, content extraction, screenshots, element interaction, and JavaScript execution across multiple browser tabs with auto-recovery and idle timeout features.

Croft

Server MCP untuk semua proyek Laravel Anda - pemrograman berpasangan AI yang lebih baik, segera hadir..

Erick Wendel Contributions

Sebuah server Protokol Konteks Model yang memungkinkan agen AI untuk menanyakan ceramah, posting blog, dan video Erick Wendel di berbagai platform menggunakan bahasa alami.

MCP Startup Framework

A comprehensive framework for building remote MCP servers on Cloudflare Workers featuring OAuth 2.1 authentication, PostgreSQL integration, and Stripe-powered paid tools. It enables developers to create scalable, platform-agnostic MCP tools with support for user registration and subscription-based functionality.

HackerMCP

A module that enables AI assistants to access and utilize common penetration testing and security tools like Nmap and Metasploit through a simple interface.

PPT-MCP

Enables creating, analyzing, and managing PowerPoint presentations using pure Node.js. Supports generating professional presentations with custom templates, reading existing files, and performing content analysis through natural language commands.

React + TypeScript + Vite

Uji coba membuat editor kata sederhana menggunakan server Figma MCP dengan Cursor. Uji coba ini adalah perintah sekali jalan dari Figma dengan semua komponen dibuat. Tidak ada pembersihan dalam kode.

ClaudePost

Server Protokol Konteks Model yang menyediakan antarmuka pengelolaan email yang mulus melalui Claude, memungkinkan pengguna untuk mencari, membaca, dan mengirim email langsung melalui percakapan bahasa alami.

Property Valuation Server

Provides professional property assessment capabilities including community ratings, community valuations, and individual property appraisals for real estate transactions, investment due diligence, and risk management in China.

Georgia Tech MCP Server

A Model Context Protocol server that provides LLMs with access to Georgia Tech's OSCAR course schedule system, enabling search for courses, subjects, and detailed course information.