Discover Awesome MCP Servers

EasyQuote MCP Server

Enables AI agents to access real-time and historical stock market data for A-shares, Hong Kong, US, and global markets, including quotes, K-lines, fund flows, fundamentals, and board data, via a Python SDK and MCP protocol.

comfyui-mcp

通过MCP协议调用ComfyUI加载并执行工作流，支持文生图、图编辑、放大、去背景等场景。

gitlab-agent-mcp

MCP server enabling AI assistants to understand GitLab repositories through on-demand source code analysis using specialized AI agents.

My First MCP Server

Máy chủ MCP đầu tiên của tôi

edstem-mcp

MCP server for Ed Discussion that enables viewing profile, courses, lessons, threads, and submitting slide answers via natural language.

ARCXS Protocol MCP Server

Universal agent registry, discovery, and cross-protocol messaging for any MCP-compatible AI agent, enabling registration, discovery, and message translation across six protocols.

Vision MCP

Bridges text-only models like DeepSeek to 6 free multimodal vision APIs via MCP, enabling image understanding and analysis through automatic fallback and caching.

MCP Server Basic Example

A simple implementation of a Model Context Protocol server that demonstrates core functionality including mathematical tools (add, subtract) and personalized greeting resources.

mcp_music_server

MCP server that enables LLMs to search, play, and manage music from multiple platforms (NetEase, QQ, Kugou) and local files, with lyrics retrieval and playback control.

@byterover/umami-mcp

A read-only MCP server for Umami analytics, enabling natural language queries of website stats, traffic trends, events, sessions, and analytics reports.

flyto-indexer

MCP server that gives AI assistants impact analysis, cross-project reference tracking, and code health scoring.

internet-context-mcp

A read-only MCP server that gives AI agents the web as compact, ranked, verified evidence — no API keys, no cloud retrieval, all models local.

Weather MCP Server

Provides weather information including alerts and forecasts for any location, web search capabilities through Brave Search API, and basic math operations. Includes weather-based event suggestions to help users plan activities based on current conditions.

Pipedrive MCP Server

Provides comprehensive access to Pipedrive CRM with 100+ tools for managing deals, contacts, organizations, activities, and sales workflows through natural language conversations with Claude.

MCPBuddy

An account-scoped MCP connection hub for Claude, OpenAI and Grok, enabling private MCP endpoints, OAuth sign-in, Solana wallet binding, and content publishing via MCP tools.

Todoist MCP

An MCP server that enables LLMs to interact with Todoist tasks, projects, and other features through the Todoist API.

Cityflo on-time performance MCP

Answers operational questions about route on-time performance, such as lateness rates and trip evidence, using structured tools for route summary, trip lateness, and data quality.

Real Time News Data MCP Server

Enables access to real-time news articles through search, topic headlines, full story coverage, and geo-based local news across multiple countries and languages using the Real Time News Data API.

OpenShift Partner Labs MCP Server

Enables lab managers and developers to perform OpenShift Partner Labs operations, such as cluster provisioning and state changes, through natural language conversations by aggregating low-level database interactions into high-level MCP tools.

Git Prompts MCP Server

Một máy chủ giao thức ngữ cảnh mô hình (Model Context Protocol server) tạo ra các lời nhắc (prompts) dựa trên nội dung kho lưu trữ Git, bao gồm một lệnh để tạo mô tả PR (Pull Request) từ các diff.

SettleMint

Tận dụng máy chủ Giao thức Bối cảnh Mô hình của SettleMint để tương tác liền mạch với cơ sở hạ tầng blockchain doanh nghiệp. Xây dựng, triển khai và quản lý các hợp đồng thông minh thông qua các trợ lý hỗ trợ bởi AI, hợp lý hóa quy trình phát triển blockchain của bạn để đạt hiệu quả tối đa.

Confluence MCP Server

A server application that integrates with Atlassian Confluence API, providing custom endpoints for MCP functionality to interact with Confluence content.

Paper Search MCP

Enables searching and downloading academic papers from multiple sources including arXiv, PubMed, bioRxiv, Google Scholar, and Semantic Scholar. Provides standardized tools for research workflows and OpenAI Deep Research integration.

BigQuery MCP Server

Enables read-only interaction with Google BigQuery, including SQL queries, dataset/table listing, schema retrieval, table preview, and metadata access via service account authentication.

jp-business-days MCP Server

Provides Japanese business day calculations: add or subtract business days, count between dates, check whether a date is a business day, and reverse-calculate deadlines. Handles national holidays and year-end periods fully offline with no API keys required.

Aviation MCP Server

Enables querying real-time aircraft data from ADS-B Exchange using multiple query types such as callsign, registration, aircraft type, location, and more, via a FastMCP server with API key authentication.

robot-tool-mcp

Provides an MCP interface to the ROBOT command-line tool for OWL ontology editing, enabling operations like merging, reasoning, and conversion via natural language.

agy-ui-mcp

Delegates frontend/UI refinement to Gemini via agy CLI, using iterative vision loops and diff-gating to realign UIs to design mockups without affecting backend code.

mcp-llm-bridge

Centralized encrypted gateway that routes requests to 11+ LLM providers (API keys and CLI subscriptions) through a single OpenAI-compatible endpoint, with MCP tools for vault operations, code search, and shared state.