Discover Awesome MCP Servers

google-sheets-mcp

MCP server to read and edit Google Sheets. It provides tools for managing spreadsheet data, formatting, and sheet operations, making it suitable for editorial calendars and task trackers.

Enterprise Knowledge MCP Server

Provides read-only, citation-backed semantic search and retrieval-augmented generation over enterprise documents via standardized MCP tools, with local embeddings for privacy.

Conflict-Check MCP

Enables natural language conflict-of-interest checks, historical relationship analysis, and contract review using Verdantas project data and Deltek records.

Texas Holdem MCP Server

一个模型上下文协议（MCP）服务器，允许人工智能代理通过 MCP 客户端接口玩德州扑克游戏。

MCP Hello World Server

A minimal MCP server that exposes a 'say_hello' tool and serves an Angular UI as an MCP App resource, demonstrating the MCP App architecture.

File Finder MCP Server

支持通过 JSON-RPC 或 HTTP REST API，按文件名片段搜索文件，并提供直接使用或与 VS Code 等其他工具集成的选项。

Cloudflare Playwright MCP Example

Enables AI assistants to control a web browser via Playwright on Cloudflare Workers for automated tasks like navigation, clicking, typing, and taking screenshots. It integrates with platforms like Claude Desktop and GitHub Copilot to perform web automation through a standardized toolset.

dameng-mcp-server

Enables natural language interaction with Dameng databases, supporting read-only and audited read-write operations with schema introspection and SQL injection prevention.

cb-strategy-mcp

An MCP server offering six strategies to filter and analyze Chinese convertible bonds, including dual-low, triple-low, YTM ranking, redemption monitoring, and revision analysis.

MCP Exploration

A simple MCP server that provides a calculator tool for basic arithmetic operations.

ehr-mcp

MCP server that exposes the ehr_building_data tool to query the Estonian Building Register by EHR code, returning a compact summary of building info (address, technical data, usage, energy certificate, cadastral units) excluding geometry.

Modular RAG MCP Server

A pluggable, observable modular RAG service framework that exposes tool interfaces via the MCP protocol, enabling AI assistants like Copilot and Claude to directly query knowledge bases.

Model Card Chat

An MCP server that turns the Hugging Face Hub into a conversational model picker with a tool-use eval harness to prove the agent actually uses it correctly.

Code MCP Server

An experimental MCP server that enables AI assistants to interact with VS Code workspaces through file operations, code execution, and Git management. It also provides tools for Docker integration, project scaffolding, and secure command execution using project-specific configurations.

MCP Context Server

A secure multi-tenant server that provides real-time context to LLMs via REST API, using JWT authentication and PostgreSQL row-level security for tenant isolation.

sexai-mcp

MCP server for the SEXAI network, enabling agents to browse, publish themselves, and breed with other agents to spawn new ones. Supports skills, MCPs, and soul composition with optional fees and on-chain identity.

TypeScript AST MCP Server

Provides deep structural analysis of TypeScript and JavaScript code via the TypeScript Compiler API, offering 20 tools for functions, types, call graphs, code quality, dead code detection, and IDE integration.

Understanding MCP Architecture: Single-Server vs Multi-Server Clients

使用 LangGraph 的 MCP 架构演示，包含单服务器和多服务器客户端，利用 AI 驱动的工具调用和异步通信。

mcp-teamcity

Once configured, you can use natural language commands like: "Search for failed builds in the last week" "Why last deploy was failed" "Search the most failed builds" "Trigger a build for the main branch" "Show me recent builds for project X" "Pin the latest successful build" "Cancel the running bui

hyperliquid-mcp

Integrates with Hyperliquid DEX to enable trading, account management, and market data queries through natural language.

MCP LEDAPI Intent Controller

A Model Context Protocol server that translates high-level intents into commands for controlling an Arduino-based LED system via a RESTful interface.

mcp-knowledge-server

An MCP server that enforces access control on internal knowledge, ensuring agents only retrieve and cite documents the caller is permitted to see, and refuses answers when permissions are insufficient.

Gmail MCP Server

用于与 AI 助手无缝集成的 Gmail 模型上下文协议服务器

io.github.norrietaylor/distillery-mcp

Enables teams to capture and distill knowledge from sessions, meetings, and feeds into a searchable, vector-embedded graph, then retrieve or synthesize it conversationally via semantic search and citations.

mcp-ibge-br

MCP server for accessing IBGE (Brazilian Institute of Geography and Statistics) data, enabling natural language queries via the Pipeworx gateway.

ATProto MCP Server

An MCP server for interacting with the AT Protocol (ATProto) ecosystem, including Bluesky, providing tools for identity, profiles, and social discovery.

google-docs-mcp

Enables AI agents to edit Google Docs via text anchors rather than character indices, preserving version history and enabling surgical edits without full document rewrites.

Spring AI MCP Server

使用 Spring Boot 和 AI 的 Excel、PPT 生成服务器

flights-mcp

An MCP server that provides flight search capabilities using the Aviasales API, allowing users to search, filter, and get details on flights and generate booking links.

meteor-mcp

Provides complete Meteor.js v3.4.0 API documentation, code examples, and architectural guides to AI coding assistants.