Discover Awesome MCP Servers

Semantic Scholar MCP Server

A comprehensive Model Context Protocol server that provides AI assistants with direct access to Semantic Scholar's academic database, enabling advanced paper discovery, citation analysis, author research, and AI-powered recommendations.

mailbox-mcp

Give your AI tools access to your email. Search, read, send, and manage messages across multiple accounts without leaving your terminal.

mcp-db-explorer

A Model Context Protocol (MCP) server that exposes tools for exploring and querying SQLite and PostgreSQL databases. It allows Large Language Models (LLMs) to inspect table structures, perform statistical profiling, generate entity-relationship diagrams, and execute queries safely.

cueapi-mcp

Official MCP server for CueAPI. Schedule agent work on a cron, report write-once outcomes with evidence, and gate handoffs with verification from any MCP host.

LPC MCP Server

Enables AI assistants to understand and query LPC codebases through natural language, using a language server for hover info, definitions, references, and diagnostics.

CV Writer MCP Server

A research-driven MCP server that uses 20+ years of psychological research to generate scientifically-optimized CVs tailored to any job and cultural context.

firegex-mcp

MCP server that exposes Firegex — a CTF regex/proxy firewall — to LLM tooling like Claude Desktop or Claude Code.

ShippingRates

Ocean container shipping intelligence for AI agents — D\&D tariffs, freight rates, vessel schedules, port congestion, inland haulage across 6 major carriers. 24 MCP tools.

Google Docs & Gmail MCP Server

Enables appending text to Google Docs and creating Gmail drafts with interactive approval via terminal.

antigravity-review-mcp

AI-powered code review using Zhipu GLM. It gathers git diffs and source context to provide focused code reviews.

dstools

Augments DeepSeek-V4 with image understanding and deep research capabilities via MCP, enabling vision and web research tools.

SupaUI MCP

一个模型上下文协议服务器，它使 AI 代理能够通过自然语言交互来生成、获取和管理 UI 组件。

confluence-mcp-server

An MCP server that connects AI assistants to Confluence, enabling search and fetch of pages in real time.

WishForge MCP

Generates viral wishes, shayari, and status packs in Indic languages using MCP sampling.

PingCode MCP Server

Enables AI assistants to query and manage PingCode project management data, including work items, releases, bugs, and requirements through natural language interactions.

Simple OpenAI Assistant

一个简单的 MCP 服务器，用于与 OpenAI 助手交互。该服务器允许其他工具（例如 Claude Desktop）通过模型上下文协议创建 OpenAI 助手并与之交互。

Google Cloud MCP Server

Provides tools and context for interacting with Google Cloud services, enabling natural language management of billing, monitoring, logging, IAM, Spanner, and more.

arcpy-mcp-server

Enables AI agents to perform spatial analysis in ArcGIS Pro using natural language by exposing all ArcGIS Pro toolboxes as MCP tools.

DB CLI MCP Server

Provides a unified, read-only interface for executing SQL queries across multiple database engines including SQL Server, MySQL, and PostgreSQL via CLI tools. It features automatic project configuration detection and strict query validation to ensure safe AI-driven data interactions.

@clipy/mcp

Enables AI agents to search and read screen recordings from Clipy, including transcripts, AI summaries, and key moments with frames.

store-ops-mcp

Enables store operations including inventory and sales queries and automated replenishment ordering through natural language.

Garmin MCP Server

This Model Context Protocol (MCP) server connects to Garmin Connect and exposes your fitness and health data to Claude and other MCP-compatible clients.

Google Books MCP Server

Enables natural language book searches using the Google Books API to retrieve detailed metadata including titles, authors, publishers, and ISBNs. Supports both Japanese and English queries with configurable result counts.

Remote MCP Server on Cloudflare (Without Auth)

A template for deploying MCP servers to Cloudflare Workers without authentication. Enables quick deployment of custom MCP tools that can be accessed from Claude Desktop or the Cloudflare AI Playground via server-sent events.

mcp-zotero

Enables interaction with Zotero libraries for searching, managing collections, items, tags, and attachments, plus optional semantic search across PDFs via local embeddings.

Mcp Directory

发现用于 Claude 集成的 MCP 服务器和客户端

mcp-nyt

Wraps The New York Times Developer APIs, enabling natural language querying of NYT data through the Pipeworx MCP gateway.

HubSpot MCP Server

一个服务器，它使人工智能模型能够通过标准化接口与 HubSpot CRM 数据和操作进行交互，支持联系人和公司管理，并具有基于令牌的多用户身份验证。

RalphiIA FounderOS

Enables founders to operate their business, manage daily life memory, and execute workflows through WhatsApp, web, and ChatGPT via MCP integration.

contextgit

A deterministic, local-first memory engine for AI assistants that provides versioned context management via MCP, enabling token-budgeted context patches with provenance and explainability.