SE Ranking

Integrates with DART and KRX APIs to provide Korean stock market data including company information, trading data, financial statements, and disclosure documents for KOSPI, KOSDAQ, and KONEX markets.

K

KOSPI/KOSDAQ Stock Data

Remote

Integrates with pykrx to provide real-time access to KOSPI and KOSDAQ stock market data, offering tools for retrieving ticker symbols, OHLCV data, market capitalization, fundamental metrics, and trading volumes.

Securely extracts text, metadata, and page information from PDF files within a project directory using pdfjs-dist for both local files and remote URLs.

Integrates with Google's Gemini CLI to leverage massive token windows for analyzing large files and codebases, providing general queries, sandbox-mode code execution for safe testing, and structured response handling with behavioral flags for context control.

Meta Ads

Remote

Unlock AI-driven insights and control for your Meta ad campaigns across Facebook and Instagram. Meta Ads MCP enables large language models to analyze performance, visualize creatives, and provide strategic recommendations through a unified interface. Manage campaigns, ad sets, and ads with actionable feedback on budget allocation, targeting, and creative improvements. Compatible with any MCP client and supports comprehensive campaign management on all Meta platforms. Leverage automated monitoring, creative optimization, and detailed performance metrics to maximize your advertising impact effortlessly.

Excel

Unlock powerful Excel automation with this MCP server that reads and writes Excel files effortlessly. It supports text, formulas, sheet creation, and works with XLSX, XLSM, XLTX, and XLTM formats. Windows users benefit from live editing and screen capture features. The server offers tools to describe sheets, read cell ranges with pagination, write values or formulas, create tables, and copy sheets. Configurable paging limits help manage large data efficiently. Designed for seamless Excel data manipulation, it enhances workflow automation and integration with other systems through the Model Context Protocol.

Integrates with the Hyperliquid SDK to provide real-time cryptocurrency market data, including mid prices, historical candlesticks, and L2 order book information for traders and analysts.

MCP Server Chart

Remote

Generate 25+ diverse chart types effortlessly with MCP Server Chart powered by AntV. This TypeScript-based server supports area, bar, line, pie, radar, Sankey, word cloud, and many other charts, including geographic visualizations specific to China. It enables clear and interactive display of data trends, distributions, relationships, and hierarchies. Flexible tool filtering and record management features enhance customization and monitoring. Perfect for visualizing complex datasets, MCP Server Chart integrates smoothly with various MCP tools and environments, providing developers with a powerful, easy-to-use chart generation solution to communicate data visually and effectively.

C

Chinese Trends Hub

Remote

Provides real-time access to trending topics and content from major Chinese platforms including Weibo, Zhihu, Douyin, Bilibili, Douban, Toutiao, and 36kr through separate tools with temporary caching for improved performance.

Ahrefs

Official Remote

Integrates with Ahrefs' SEO and marketing APIs to provide rank tracking, keyword research, batch analysis, search volume data, and competitor insights for search marketing intelligence workflows.

FetchSERP

Official

Integrates with FetchSERP API to provide SEO analysis, SERP data retrieval, web scraping, keyword research, backlink analysis, and domain intelligence across Google, Bing, Yahoo, and DuckDuckGo search engines.

Integrates with Bing Webmaster Tools API to provide website management and SEO analytics through over 40 specialized tools for site management, traffic analysis, crawling diagnostics, URL submission, sitemap management, keyword research, and link analysis.

Ahrefs

Official Remote

Integrates with Ahrefs' SEO and marketing APIs to provide rank tracking, keyword research, batch analysis, search volume data, and competitor insights for search marketing intelligence workflows.

SEO LinkMap

Official Remote

Transforms SEO analytics into conversational queries, providing SERP correlation analysis, PageRank calculations, competitor backlink profiles, and technical performance metrics with statistical rigor for data-driven optimization recommendations.

Semrush

Official Remote

Provides AI agents with secure access to Semrush's public APIs (SEO data, traffic and market data)

DataForSEO

Official

Boost AI assistants with a unified DataForSEO MCP server interface. This project offers modular tools—SERP, Keywords, Backlinks, On-page, Domain Analytics, Content Analysis, Business Data, AI Optimization, and DataForSEO Labs—so agents can request rich SEO and competitive intelligence through a consistent API. It supports field filtering and module selection to return focused, concise data, making integration with AI workflows and automated SEO tasks easier.

Powerful SEO research tools inside your AI coding assistant. Seamlessly access backlink reports, keyword ideas, traffic estimates and keyword difficulty with SERP breakdowns while you code; ideal for research and educational use, it helps analyze competitors, refine content strategy, and prioritize high-value keywords.

Coupler

Official Remote

Analyze business data fast with the Coupler.io MCP Server for Claude. This MCP server brings Coupler.io data flows into Claude for AI-powered querying and analysis across marketing, sales, finance, and e-commerce. Built-in tools let the AI fetch dataflow results, read schemas, list flows, and retrieve metadata. Transform raw platform data (Google Ads, Facebook, HubSpot, Salesforce) into up-to-date reports and metrics for forecasting, ROI, pipeline, cash flow, and accounts receivable insights. Designed for analysts and teams to ask natural-language questions and get actionable intelligence.

SimilarWeb

Official Remote

The Similarweb Model Context Protocol (MCP) Server provides seamless access to Similarweb's digital intelligence datasets through a standardized protocol. This integration enables AI assistants like Claude to directly access web analytics, traffic data, and competitive intelligence metrics without custom implementation requirements.