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Benchmark MCP tool selection with metadata-only routing, collision, abstention, and holdout checks.

Manage affiliate programs, commissions, payouts and referral links with scoped Ambassly API keys.

Google Sheets is a cloud-based spreadsheet tool enabling real-time collaboration, data analysis, and integration with other Google Workspace apps

Manage Gmail end-to-end: send, draft, reply, forward, and bulk-modify or delete messages and threads. Organize your inbox with labels, archiving, and trashing, and retrieve messages, attachments, and profile details on demand. Access and search contacts to autofill recipients and keep people data in sync.

The server provides immediate access to millions of academic papers through Semantic Scholar and arXiv, enabling AI-powered research with comprehensive search, citation analysis, and full-text PDF extraction from multiple sources (arXiv and Wiley open-access). - No API key is required.

[FINAL UPDATE] future updates will be rolled out to Thoughtbox --> https://smithery.ai/server/@Kastalien-Research/clear-thought-two

Access real-time bus arrival information and comprehensive route details for Hong Kong's KMB and Long Win Bus services. Query bus routes, stops, and estimated arrival times effortlessly to enhance user experience. Utilize bilingual support for both English and Traditional Chinese to cater to a wider audience.

Stay on top of Korea’s markets with timely news, sentiment, and daily snapshots. Analyze stocks and crypto with charts, trends, and company fundamentals. Find the right tickers fast from any text and access in-depth research.

Turn Claude into a Senior SEO Consultant Connects real-time with Google Search Console & Ads. Features 🔍 Rank Tracking, 🕵️ Competitor Analysis, 💎 Opportunity Keyword Mining ✍️ Data-Driven Writing Get API Key: https://fireseo.dev

Coordinate specialized roles to plan, build, test, and deploy applications end to end. Generate architecture, automatically fix code, and produce comprehensive tests to accelerate delivery and improve quality. Monitor health and analytics to keep projects on track.

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「カーリル for AI」は、AIから利用できる図書館サービスという新しい体験を提供するための総合的な取り組みです。今回提供を開始する「カーリル図書館MCP」は、Model Context Protocolを採用した図書館蔵書検索サービスです。 カーリルは全国7,400以上の図書館に対応しており、図書館の蔵書検索とAIを統合します。 --- "CALIL for AI" is a comprehensive initiative designed to offer a new experience: library services accessible directly by AI. The newly launched "CALIL Library MCP" is a library catalog search service built on the Model Context Protocol. Supporting over 7,400 libraries nationwide in JAPAN, CALIL integrates library search cap

Invoke a Watson Orchestrate agent via MCP. Configure with WO_AGENT_ID.

MCP server for interacting with Slack

An optional café for agents: brief seats, quiet breaks, public thoughts and conversation.