Smithery

Check CSV files for data quality issues � finds bad emails, phone format problems, missing values, type mismatches, outliers, and encoding errors. Zero config: just point it at a file. 19 tools: scan for issues, get health score (A-F grade), profile columns, auto-fix problems, detect drift from baseline. Works with CSV, Parquet, Excel, and databases. Use from Claude to audit any dataset.

Fetch your dataset, ask questions, and get concise summaries in seconds. Analyze JSON structure to uncover fields, patterns, and anomalies without manual digging. Use natural language to get answers grounded in your data.

AI-powered diagnostics for elevator, escalator, and vertical transportation equipment. Diagnose issues, get repair steps, and browse common symptoms. Powered by PullSheet.

Gmail MCP server with auto authentication support for managing Gmail via AI assistants.

A Model Context Protocol (MCP) server that provides file deletion capabilities, allowing AI assistants to safely delete files with support for both relative and absolute paths.

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Build and manage websites with a drag-and-drop editor. Edit pages, manage site content, configure domains, and publish updates.

Provide seamless access to the Mews hospitality platform API through a standardized interface. Manage customers, reservations, financial transactions, and services inventory efficiently. Enable integration of hospitality management operations into AI workflows with ease.

Track any player's skills, activities, and boss kills. Explore leaderboards for skills, bosses, minigames, and clue scrolls. Compare multiple players side by side to settle bragging rights or plan progression.

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A shared Second Brain for you and your LLMs. Notes, tasks, and project context—perfectly synced. Vist is a multi-tenant, privacy-first Second Brain built specifically for the age of AI. Unlike traditional note-taking apps that silo your data, Vist exposes your entire workspace—notes, tasks, agent memories, and project state—directly to your LLMs via the Model Context Protocol (MCP). When you connect Vist to your favorite AI agent, it gains a persistent memory of your work. It can proactively r

Screen names against the UK HMT consolidated sanctions list to support AML and compliance workflows. Reduce regulatory risk with fast, reliable matches and clear results. Integrate checks into onboarding, KYC, and due diligence processes.

Access your network seamlessly with a simple and efficient server. Leverage a variety of tools to enhance your applications and workflows. Start integrating with your existing systems effortlessly.

Same functionality while using only 1/20 of the context window tokens. Never suffer from the supabase_mcp disconnected error again! MCP initialization is now over 20× faster! Additionally, use execution queries to access your database in a strictly linear, one-dimensional manner!

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Get real-time crypto prices, 24h stats, OHLCV, and order book depth. Ask for quick quotes or a synthesized overview with trend and volume insights. Monitor markets and inform trading decisions with up-to-date data.

Google Drive is a cloud storage solution for uploading, sharing, and collaborating on files across devices, with robust search and offline access

Track and browse RSS feeds with ease. Fetch the latest entries from any feed URL and extract full article content for clean, distraction-free reading. Save or analyze articles in a consistent, structured format.

A fully managed remote MCP server that provides up-to-date documentation, code samples, knowledge about the regional availability of AWS APIs and CloudFormation resources, and other official AWS content.

Find hands-on secure coding labs for vulnerabilities like XSS, SQL Injection, and OWASP Top 10 topics. Get a personalized learning pathway based on your GitHub or SecDim profile to accelerate your remediation skills. Access curated resources and practice exercises tailored to your languages, frameworks, and experience level.