Discover Awesome MCP Servers

Google Ads MCP Reader

A read-only MCP server for querying Google Ads data using GAQL, enabling AI assistants to safely read campaign performance, ad groups, and keywords.

ghost-mcp

Enables interaction with Ghost CMS sites through both Content (read-only) and Admin (read/write) APIs, allowing natural language management of posts, pages, tags, and settings.

RentCast MCP Server

Connects Claude to the RentCast API to provide tools for accessing property valuations, rent estimates, and real estate market statistics. Users can retrieve detailed property data and active listings for specific ZIP codes through natural language queries.

MapSpring MCP Server

Enables enterprise database schema exploration and Spring Boot code generation (MyBatis, JPA) through MCP, supporting both online DB connections and offline DDL parsing.

Context Optimizer MCP Server

Provides AI coding assistants with context optimization tools including targeted file analysis, intelligent terminal command execution with LLM-powered output extraction, and web research capabilities. Helps reduce token usage by extracting only relevant information instead of processing entire files and command outputs.

WhatsApp MCP Server

An MCP server that connects Claude and other LLM clients to WhatsApp via the Baileys library. Enables sending and receiving messages, listing chats, downloading media, and more.

SAP OData MCP Server

Enables AI assistants to integrate with SAP systems via OData REST APIs for querying entity sets, performing CRUD operations, and executing function imports. It features automatic service discovery, CSRF token management, and smart connection handling without requiring the SAP RFC SDK.

cross-review

MCP server orchestrating API-first cross-review between Claude, ChatGPT Codex, Gemini, DeepSeek, Grok, and Perplexity with unanimous convergence gates.

mcp-server-woocommerce

MCP server for managing WooCommerce stores through AI assistants like Claude. Provides 101 tools covering products, orders, customers, coupons, shipping, taxes, webhooks, settings, reports, and more.

kimai-mcp-server

MCP server for Kimai time-tracking that provides read access to the full API and guarded write tools for timesheets, with explicit authorization and backups.

realagent-mcp

An MCP server that enables AI agents to perform SM2-based identity binding, generate and verify SD-JWT verifiable presentations, and use SM2 cryptographic operations with local communication and national cryptography encryption.

AI Research Assistant MCP Server

An MCP-based AI agent that retrieves and processes documents to answer queries using a RAG pipeline with LangChain and Claude models. It enables document indexing, context-aware retrieval, and multi-tool orchestration for research and knowledgebase applications.

11fgb-cleaning-tools-mcp

Provides deterministic cleaning cost, time, crew, and chemical usage estimates for homes and offices via MCP and HTTP endpoints.

Arai

* taniwhaai/arai 🦀 🏠 🍎 🪟 🐧 - Policy enforcement for AI coding agents derived from existing instruction files (CLAUDE.md, .cursorrules, .windsurfrules, .github/copilot-instructions.md) — no separate YAML to maintain. Rules with prohibitive predicates (never, forbids, must_not) emit permissionDecision: deny to block tool calls in Claude Code; advisor

mcp-redmine-rd

Brings Redmine issue tracking into Claude Code with tools for reading, creating, and updating tickets, plus a /fix-bug skill for automated bug fixing.

Swift Poe Search MCP

An MCP server that integrates with Poe's API to provide AI-powered search and research tools from Perplexity, Reka, Exa, and Linkup.

Playwright MCP Server

一个模型上下文协议服务器，使大型语言模型 (LLM) 能够与网页交互、截取屏幕截图、生成测试代码、抓取网页以及在真实的浏览器环境中执行 JavaScript。

BioMCP

BioMCP is an open-source MCP server that connects any AI assistant to 15 open bioinformatics databases with zero configuration. It provides 23 tools for literature, sequences, BLAST, structures, enrichment, annotations, genomes, interactions, variants, domains, compounds, and single-cell data.

mcp-bps-id

Enables access to Badan Pusat Statistik (Statistics Indonesia) data through natural language queries via the Pipeworx gateway.

youtube-mcp

A FastMCP server providing 25 tools for interacting with the YouTube Data API v3 and YouTube Analytics API. It enables comprehensive management of videos, channels, playlists, and comments, alongside retrieval of performance analytics.

PostgreSQL MCP Server

Read-only access to PostgreSQL databases, enabling schema inspection and safe SQL queries.

ChronoSphere AI Date-Time MCP

Provides AI agents with precise, locale-aware date and time data across multiple timezones through a Model Context Protocol API built with TypeScript/Node.js.

mcp-telegram-claudecode

Enables Claude Code to send and receive messages via Telegram for remote interaction and approval of sensitive operations.

AI SOC Agent MCP Server

Enables SOC analysts to analyze security incidents, map to MITRE ATT&CK, calculate severity, and recommend remediation actions.

testmcp

Wraps existing test frameworks (Jest, Vitest, Pytest) and exposes structured, LLM-optimized results via MCP tools with progressive disclosure and diff-aware execution.

dados-pt

Enables querying Portugal's national open data portal (dados.gov.pt) through natural language.

signal-mcp-server

MCP Server for retrieving Signal messages using signal-export logic.

Scraper MCP

A context-optimized web scraping server that converts HTML to markdown/text and applies CSS selectors server-side, reducing token usage by 70-90% while providing AI tools with clean, filtered web content.

App Store Connect MCP Server

Enables AI assistants to access App Store Connect data including financial metrics, subscription analytics, app performance data, and revenue insights. Provides real-time iOS app metrics through secure API integration with rate limiting and comprehensive reporting capabilities.