Discover Awesome MCP Servers

Jira Prompts MCP Server

Một máy chủ MCP cung cấp một số lệnh để tạo ra các lời nhắc (prompts) hoặc ngữ cảnh (contexts) từ nội dung Jira.

Knowledge Graph Memory Server

Một cải tiến trong việc triển khai bộ nhớ liên tục bằng cách sử dụng biểu đồ tri thức cục bộ với tùy chọn tùy chỉnh `--memory-path`. Điều này cho phép Claude ghi nhớ thông tin về người dùng giữa các cuộc trò chuyện.

HashiCorp Vault MCP Server

Enables interaction with HashiCorp Vault for secret management operations including reading, writing, listing, and deleting secrets through the Model Context Protocol.

EMBL-EBI MCP Server

Provides access to EMBL-EBI bioinformatics data including InterPro domains, Pfam families, protein features, and taxonomy through a unified tool.

GitHub MCP Server

Exposes GitHub repository actions (listing PRs/issues, creating issues, merging PRs) as OpenAPI endpoints using FastAPI, designed for LLM agent orchestration frameworks.

Amazon MCP Server

Enables scraping Amazon product details and searching for products on Amazon through natural language queries. No API keys required as it scrapes publicly available Amazon pages.

findata-mcp

A financial data MCP server that provides documentation and code examples for agents to write correct API calls to the findata library, covering equity prices, macro data, and more.

MCP Async Bridge Server

Adds async processing to any MCP server, with timeout, task management, and subscription to task status via resources.

Stock Market MCP Server

Provides stock market data and analysis tools using the Finnhub API, including stock prices, financial metrics, news, and historical data.

t-invest-mcp

Enables natural language interaction with your T-Invest brokerage account for portfolio analysis, dividend tracking, and optional trading with safety confirmations.

taiwan-law-mcp

一个优化过的台湾法规查询MCP服务器，提供高效的法规搜索、条文查询和关键字搜索功能，支持摘要模式减少token消耗。

macOS Tools MCP Server

Provides read-only access to native macOS system utilities including disk management, battery status, network configuration, and system profiling through terminal commands. Enables users to retrieve system information and diagnostics from macOS machines via standardized MCP tools.

Datastream MCP Server

A Multi-Agent Conversation Protocol server that enables interaction with Google Cloud Datastream API for managing data replication services between various source and destination systems through natural language commands.

MCP Sample Server

A simple Model Context Protocol server providing basic utility tools including timezone-aware time retrieval and basic arithmetic calculations (add, subtract, multiply, divide).

agent-zoo

Enables injecting agent personas into Cursor conversations via MCP prompts.

AWS_CloudGuardMCP

An intelligent AWS monitoring and incident response solution using Anthropic's Model Context Protocol (MCP). Enables users to monitor AWS resources, analyze CloudWatch logs and metrics, and automatically create Jira tickets with remediation steps.

GlobKurier - track shipment, search shipping products and generate purchase links

Model Context Protocol server for the GlobKurier API. Enables AI assistants (Claude, Cursor, Cline and others) to track shipments, search shipping products and generate purchase links.

Vista API MCP Server

Provides secure access to VA's VistA electronic health record system, enabling AI applications to retrieve and summarize patient medical records for clinical staff.

browser-mcp

A MCP server that allows AI assistants to interact with the browser, including getting page content as markdown, modifying page styles, and searching browser history.

nomos-slack-mcp

An MCP server that enables AI agents to read and write Slack messages as the user, not as a bot, using Slack user tokens for authentic actions across multiple workspaces.

CX Assistant MCP

Enables querying Cisco CX Assistant (production and stage) directly from Cursor using natural language, with browser-based authentication via Google Chrome.

YouTube Knowledge MCP

A Model Context Protocol (MCP) server that gives AI assistants the ability to search, analyze, and extract knowledge from YouTube videos.

mcp-server-ngrok

Exposes a local MCP server via ngrok with SSE and Streamable HTTP transports for use in Kiro Web.

agentKimi

MCP server that runs Kimi K2.7-code as an autonomous coding agent inside a bubblewrap-sandboxed git worktree, returning git diffs of changes for review.

mcp-obsidian-local

Local MCP server to access Obsidian vault via the obsidian-local-rest-api, with semantic search and project memory using Ollama embeddings.

koko-call-mcp

Read-only MCP server for searching Japanese government procurement bid notices (官公需) from the SME Agency's KKJ portal. Includes AI ranking, PDF requirement extraction, and CSV/calendar export.

BigQuery FinOps MCP Server

Enables cost optimization and financial operations for Google BigQuery through natural language interactions. Provides insights into BigQuery spending, usage patterns, and cost management recommendations.

navmcp

A browser automation MCP server that enables web page interaction, content extraction, and academic search via Selenium and FastMCP.

MCP with RAG Demo

Dự án trình diễn này cho thấy cách triển khai máy chủ Giao thức Ngữ cảnh Mô hình (MCP) với các khả năng Tạo Sinh Tăng Cường Tìm Kiếm (RAG). Bản demo cho phép các mô hình AI tương tác với cơ sở kiến thức, tìm kiếm thông tin và thêm tài liệu mới.

BlenderMCP

Connects Blender to Claude AI and Cursor via MCP, enabling 3D modeling and scene manipulation through natural language.