Discover Awesome MCP Servers

MCP MongoDB Server

Một máy chủ Giao thức Ngữ cảnh Mô hình (Model Context Protocol) cung cấp quyền truy cập vào cơ sở dữ liệu MongoDB. Máy chủ này cho phép các LLM (Mô hình Ngôn ngữ Lớn) kiểm tra lược đồ bộ sưu tập và thực thi các truy vấn chỉ đọc.

GraphQL MCP Toolkit

Một máy chủ Giao thức Ngữ cảnh Mô hình (Model Context Protocol) cho phép các LLM (Mô hình Ngôn ngữ Lớn) tương tác với các API GraphQL bằng cách cung cấp khả năng tự kiểm tra lược đồ và thực thi truy vấn.

TypeScript MCP Server Boilerplate

A template project for quickly building Model Context Protocol (MCP) servers using TypeScript and the official SDK. It includes pre-configured examples for tools and resources to help developers jumpstart their custom MCP server development.

AgisHub MCP Server

AgisHub provides a diverse set of pay-per-call tools for AI agents—covering timezones, web extraction, AI, memory, webhooks, finance, and utilities—accessible via a free MCP tier or x402 HTTP micropayments in USDC on Base, with no signup or API keys required.

Financial Modeling Prep MCP Server

Một máy chủ Giao thức Ngữ cảnh Mô hình (Model Context Protocol) cho phép các trợ lý AI như Claude truy cập theo chương trình dữ liệu tài chính từ API của Financial Modeling Prep, bao gồm hồ sơ công ty, báo cáo tài chính, số liệu, hồ sơ SEC và dữ liệu thị trường.

Federated Directory MCP

Enables contact searches within the Federated Directory system by name or email address. Provides comprehensive logging and automatic query type detection for seamless contact lookup integration.

HackerOne MCP Server

Provides read-only access to HackerOne reports, program scopes, and bounty earnings through the HackerOne API. It enables users to analyze hunting patterns, check asset eligibility, and retrieve report details or triage conversations via natural language.

GOC MCP Server

Enables Claude and other AI agents to query real-time construction management data from GOC, including employee info, attendance, orders, and projects, using natural language.

ONS + Nomis MCP server

Provides access to UK economic, social, and labour-market statistics via the ONS beta and Nomis APIs, enabling discovery and retrieval of time series, datasets, and census data.

Sequential Thinking Multi-Agent System (MAS)

Gương của

mcpd-proxy

An MCP server that acts as a proxy between IDEs and the mcpd daemon, exposing all mcpd-managed MCP servers through a unified interface.

mcp-ssh-live

Interactive, streaming SSH tool for LLM agents that enables spawning long-running remote commands with live line-by-line output, signal handling, stdin input, and SFTP file transfer.

WireMCP

Một máy chủ Giao thức Bối cảnh Mô hình (Model Context Protocol) cung cấp cho các LLM khả năng phân tích lưu lượng mạng theo thời gian thực, cho phép các tác vụ như săn lùng mối đe dọa, chẩn đoán mạng và phát hiện bất thường thông qua tshark của Wireshark.

Repo Recap

Enables Claude to query GitHub repositories in plain English, fetching recent activity, release notes, issue triage, and health summaries via the GitHub API.

Shared Workspace MCP

Local-first memory, pipelines, learning, feedback, and safe code tools for AI coding agents.

@gryps/agent-mcp

Read-only MCP server for Gryps venue state, enabling Claude to query live markets, fee schedules, funding parameters, and open interest.

orionbelt-semantic-layer-mcp

MCP server for the OrionBelt Semantic Layer. Enables LLMs to explore governed semantic models, compile YAML metric definitions into optimized SQL across 8 engines (BigQuery, ClickHouse, Databricks, Dremio, DuckDB, MySQL, PostgreSQL, Snowflake), and execute analytics queries via natural language. Works with Claude, Cursor, Windsurf, and Copilot.

hono-mcp-server

Easily expose your Hono API endpoints as MCP tools with minimal configuration, supporting type-safe input handling and tool registration.

oss-intel-mcp

Open source intelligence for AI agents — GitHub project-health scoring, package dependency-risk analysis, trending repositories, license checks, and side-by-side package comparison.

TextWeb

Renders web pages as structured text grids for AI agents to browse and interact with, preserving spatial layout without screenshots.

MCP-Ables

Turns any shell command into an MCP server by defining command-line tools in simple YAML files. Enables AI agents to execute system commands, security scanners, DevOps tools, and CLI utilities directly from chat interfaces.

WEEX MCP

MCP server providing WEEX market data, account information, and controlled trade execution, with local stdio and HTTP transports.

am-memory

Persistent memory for Claude Code — a self-evolving knowledge layer that survives across sessions, grows from every conversation, and surfaces relevant context automatically.

MCPist

A gateway service that connects AI assistants to numerous external tools like Notion, GitHub, and Google Workspace through a single Model Context Protocol endpoint. It provides a centralized hub for managing multiple tool integrations with secure authentication and a unified API architecture.

wps-mcp-server

Enables AI agents to natively create and edit WPS Office documents, spreadsheets, and presentations via natural language commands.

MCP Google Suite

Một máy chủ Giao thức Ngữ cảnh Mô hình (Model Context Protocol) cung cấp tích hợp liền mạch với Google Workspace, cho phép các thao tác với Google Drive, Docs và Sheets thông qua xác thực OAuth2 an toàn.

Prompt Auto-Optimizer MCP

An MCP server that automatically optimizes AI prompts using evolutionary algorithms, helping improve prompt performance, creativity, and reliability through iterative testing and refinement.

WeMo MCP Server

Enables natural language control of WeMo smart home devices for power, brightness, and device management through AI assistants. It features a high-reliability multi-phase discovery process to scan, monitor, and configure devices across a local network.

realtime-register-mcp

An MCP server for domain management, enabling domain availability checks, bulk domain checks, and API connectivity testing through the RealtimeRegister API.

umami-analytics-mcp

A security-first MCP server for Umami analytics (Cloud and self-hosted v3) enabling analytics, reporting, and administration with least privilege and credential-safe design.