Smithery

Analyze your project to detect its language and deployment needs. Generate and validate Smithery-ready configuration, with the option to initialize files when you approve. Follow a guided workflow to convert existing setups and deploy with confidence.

Get daily, noise-free market insights for Korean stocks and crypto with scored news, technical signals, and financials. Build reliable research and briefing workflows using post-market analyses and consolidated snapshots. Reduce hallucinations and speed up decision-making with clear scores and tags across KOSPI/KOSDAQ and Upbit.

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Enable seamless integration of language models with external data sources and tools through a standardized protocol. Facilitate dynamic access to files, APIs, and custom operations to enhance AI capabilities. Simplify the development of intelligent applications by providing a robust bridge between models and real-world context.

Enable powerful LLM-driven exploration and analysis of GitLab instances with comprehensive search, code browsing, and issue management tools. Seamlessly integrate with self-hosted or GitLab.com environments using flexible authentication modes. Optimize AI workflows with automatic GraphQL schema discovery and dynamic query capabilities.

Search real-time 12306 ticket availability for direct and transfer journeys. Look up city and station codes and view detailed stop schedules for specific trains. Interpret relative dates in China Standard Time to ensure accurate results.

Simplify regular expression tasks by testing, explaining, and building patterns from natural language descriptions. Process text efficiently through robust find-and-replace or extraction operations with support for named capture groups. Enhance pattern understanding with detailed token-by-token explanations and verified examples.

Search and browse videos, channels, and playlists to fetch titles, descriptions, stats, and durations. Retrieve multilingual, timestamped transcripts and search within captions for precise context. Surface channel and playlist insights quickly by listing items and details.

Manage your emails effortlessly with 60+ tools for drafting, sending, retrieving, and organizing messages. Streamline your email workflow with complete Gmail API coverage, including label and thread management. **Installation** Google API Client Setup (once per organization): 1. Go to the Google Cloud Console (https://console.cloud.google.com/). 2. Create a new project or select an existing one. 3. Enable the Gmail API for your project. 4. Go to Credentials and create an OAuth 2.0 Client ID. C

Empower your LLMs with time awareness capabilities. Access current time, convert between timezones, and get timestamps effortlessly. Enhance your applications with precise time-related functionalities. usage: `npx time-mcp`

Provide seamless access to Chainlink's decentralized oracle network services including real-time price feeds, verifiable randomness, cross-chain interoperability, automation, and proof of reserve. Enable AI developers to integrate reliable blockchain data and execute custom off-chain functions effortlessly. Simplify building decentralized finance, gaming, and cross-chain applications with comprehensive Chainlink ecosystem tools.

Explore Marinade documentation and get quick answers with direct links to official guides. Monitor real-time protocol state on Solana, including prices, rewards, and staking metrics. Manage liquid staking with mSOL, check balances, and send tokens between wallets.

A Model Context Protocol server for analyzing Perfetto trace files.

MCP server for Swiss Federal Railways (SBB/CFF/FFS) — real-time train schedules, prices, and ticket purchase links for any AI assistant

🛍📦 Unofficial Amazon Model Context Protocol Server (MCP) - Search products and purchase directly from Claude AI! ✨

Get up-to-date forecasts and US severe weather alerts. Check conditions for any location to plan commutes, trips, and outdoor activities. Stay ahead of storms with timely, localized insights.

Dynamic QR code MCP server for AI agents. Create, retarget, and track QR codes

Remember user details and preferences across conversations. Organize facts into connected profiles for richer, long-term context. Search, update, and automatically extract locations to keep memories accurate and actionable.

Primarily to be used as a template repository for developing MCP servers with FastMCP in Python, PyMCP is somewhat inspired by the official everything MCP server in Typescript.

Fetch up-to-date, version-specific documentation and code examples directly into your prompts. Enhance your coding experience by eliminating outdated information and hallucinated APIs. Simply add `use context7` to your questions for accurate and relevant answers.