Discover Awesome MCP Servers

MCPDocSearch

Crawls documentation websites and provides semantic search capabilities over the content through vector embeddings, enabling natural language queries of technical documentation.

Random Word By Api Ninjas

Provides access to API Ninjas Random Word API to generate random words by type (noun, verb, adjective, adverb) for creative writing, games, and language learning applications.

pterodactyl-mcp

MCP server for Pterodactyl and Pelican game server panels. 73 tools for server management, power control, file operations, backups, schedules, databases, users, nodes, and eggs.

Querysharp MCP Server

Enables AI assistants to analyze and optimize PostgreSQL database performance by identifying missing indexes and suggesting query rewrites. It allows users to retrieve database projects and implement performance fixes directly through natural language in their code editor.

LumiFAI MCP Technical Analysis Server

Cung cấp các công cụ phân tích kỹ thuật cho dữ liệu giao dịch tiền điện tử, tính toán EMA (chu kỳ 12 và 26) cho các cặp giao dịch trên Binance sử dụng MongoDB để lưu trữ dữ liệu.

Speelka Agent

Đại lý LLM đa năng dựa trên MCP (Mô hình Tính toán Phân tán).

ARGENTUM

Karma economy for AI agents and humans. Submit good actions, get community attestations, earn on-chain reputation. Karma-weighted verification, slashing, Kleros disputes. 5 MCP tools: submit_action, attest_action, get_karma, get_action_detail, get_leaderboard.

MCP FishAudio Server

An MCP (Model Context Protocol) server that provides seamless integration between Fish Audio's Text-to-Speech API and LLMs like Claude, enabling natural language-driven speech synthesis.

MCP File Server

Máy chủ MCP để đọc và ghi các tệp cục bộ.

Architectural Decision Log (ADL) System

Enables AI assistants to manage architectural decisions through CRUD operations integrated with a GraphQL backend and SAP/LeanIX fact sheets. It provides tools for creating, reading, updating, and deleting ADL entries to maintain a structured history of technical choices.

MCP Database Query Server

Enables AI agents to query and explore databases including SQLite, PostgreSQL, MySQL, and SQL Server through a secure, read-only workflow. It provides tools for listing connections, inspecting table schemas, and executing SELECT statements directly within VS Code.

MiniApp CDP MCP

Enables AI coding assistants to debug and analyze WeChat MiniApp JavaScript code via Chrome DevTools Protocol. Supports network interception, breakpoint debugging, script analysis, and runtime inspection for reverse engineering purposes.

Multi-Cloud Infrastructure MCP Server

Enables deployment and management of GPU workloads across multiple cloud providers (RunPod, Vast.ai) with intelligent GPU selection, resource monitoring, and telemetry tracking through Redis, ClickHouse, and SkyPilot integration.

Self MCP Server

Enables developers to integrate privacy-preserving identity verification from the Self protocol into their apps. Provides integration guides, code generation, blockchain configuration reading, and debugging assistance for age verification, airdrop eligibility, and humanity checks.

DA Live Admin MCP Server

Enables LLM assistants to manage Document Authoring (DA) repositories through the DA Live Admin API, supporting operations like listing, creating, updating, and deleting source files, managing configurations, and looking up media and fragment references.

instant-meshes-mcp

An MCP server for 3D model processing that provides automated retopology, decimation, and quality analysis for OBJ and GLB files. It integrates Instant Meshes, pymeshlab, and Blender 3.6 to support smart simplification, texture preservation, and structured model archiving.

Coffee Company MCP Server

An MCP adapter that maps Coffee Company B2B HTTP APIs to MCP tools, allowing AI agents to query member information, benefits, coupons, and payment statuses. It enables seamless integration for AI assistants to manage coffee-related customer assets and loyalty details through natural language.

MCP Test

Máy chủ MCP tích hợp với GitHub

think-mcp

Provides structured thinking tools including mental models, design patterns, debugging approaches, decision frameworks, and multi-persona reasoning to enhance AI assistant problem-solving capabilities.

Mattermost MCP Server

Enables Claude to interact with Mattermost through search functionality, user management, channel operations, and team information retrieval. Supports message search by keywords/users/dates, thread viewing, and displays all timestamps in Korean Standard Time (KST).

OpenAI Image Generation MCP Server

Provides tools for generating and editing images using OpenAI's gpt-image-1 model via an MCP interface, enabling AI assistants to create and modify images based on text prompts.

GKE Hub API MCP Server

An auto-generated MCP server that enables interaction with Google Kubernetes Engine Hub API for multi-cluster management through natural language commands.

Financial Data MCP Server

Provides real-time and historical financial market data from Yahoo Finance, including stock prices, options chains, and company news. It also enables technical analysis calculations like moving averages and RSI for comparing or analyzing stock performance.

Trayd

Trade Robinhood through Claude Code. Check portfolio, get quotes, place orders — one-line setup, no coding required. OAuth 2.1 with KMS-encrypted token storage.

Agile Luminary MCP Server

A Model Context Protocol server that connects AI clients to the Agile Luminary project management system, allowing users to retrieve project details, work assignments, and product information within AI conversations.

mcp_repo9756c6c7-ee07-4f3a-ada4-f6e2705daa02

Đây là một kho lưu trữ thử nghiệm được tạo bởi tập lệnh thử nghiệm của MCP Server cho GitHub.

Google Ads MCP Server

Enables LLMs to interact with the Google Ads API to retrieve account information, list accessible customers, and query campaign performance. It allows users to manage and analyze Google Ads data through natural language interfaces.