Smithery

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 Enhance your coding experience by eliminating outdated information and hallucinated APIs.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.

Store and retrieve user-specific memories to maintain context and make informed decisions based on past interactions. Utilize a simple API to add and search memories with relevance scoring, enhancing your application's ability to remember user preferences and interactions.

Toolbox dynamically routes to all MCPs in the Smithery registry based on your agent's need. When an MCP requires configuration, our tool will prompt the user to configure their tool with a callback link. Recommended use in Claude Desktop: This MCP provides a prompt that encourages Claude Desktop to use Smithery MCPs. You can include the prompt by clicking the "Attach from MCP" icon.

Execute terminal commands and manage files with diff editing capabilities. Coding, shell and terminal, task automation

An MCP server implementation that provides a tool for dynamic and reflective problem-solving through a structured thinking process.

Provides cloud browser automation capabilities using Browserbase, enabling LLMs to interact with web pages, take screenshots, and execute JavaScript in a cloud browser environment.

Enhance your AI's reasoning capabilities with structured thinking. This server provides a dedicated space for complex problem-solving, leading to more accurate and reliable responses. Experience significant performance improvements in tasks requiring detailed analysis and adherence to policies.

Integrate web search and local search capabilities with Brave.

Enable web search capabilities through DuckDuckGo. Fetch and parse webpage content intelligently for enhanced LLM interaction.

Integrate and manage Notion databases and tasks using Notion's API.

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 Enhance your coding experience by eliminating outdated information and hallucinated APIs.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.

Control Neon serverless Postgres databases using natural language. Create and manage databases, run SQL queries, handle migrations, and manage projects.

Fast, intelligent web search and crawling. Exa combines embeddings and traditional search to deliver the best results for LLMs.

Integrate web search and local search capabilities with Brave.

Enable web search capabilities through DuckDuckGo. Fetch and parse webpage content intelligently for enhanced LLM interaction.

Fast, intelligent web search and crawling. Exa combines embeddings and traditional search to deliver the best results for LLMs.

Enable AI assistants to perform web searches using Perplexity's Sonar Pro.

Enable real-time web search and data extraction capabilities.

A MCP server based on Naver Search API. Enables searching various content types (news, cafe, blogs, shopping, web search, etc.) and analyzing search/shopping trends via DataLab API. Shopping analytics provide consumer behavior patterns by category, device, gender, and age group. 네이버 검색 API 기반 MCP 서버입니다. 뉴스, 카페, 블로그, 쇼핑, 웹 검색 등 다양한 콘텐츠 검색과 함께 데이터랩 API로 검색어/쇼핑 트렌드 분석이 가능합니다. 쇼핑 분석은 카테고리, 기기, 성별, 연령대별 소비자 행동 패턴을 제공합니다.

An MCP server for Tavily's search API providing AI-powered web search capabilities.

Conduct intelligent, iterative research on any topic with automated web searches and comprehensive report generation. Generate detailed reports that include executive summaries, analyses, and visualizations, all while managing content efficiently. Enhance your research capabilities with structured knowledge processing and error resilience features.

Web Data Access & Web Scraping Solution: Enable your agents to seamlessly access and reference public web data without captcha challenges. Perform comprehensive web searches, extract structured data, retrieve market information, weather forecasts, and more through ethical web scraping techniques. Empower decision-making with real-time information from across the internet. Integrates easily with MCP clients like Claude Desktop and others using a simple setup.

Leverage Google Custom Search to enhance your applications with powerful search capabilities. Easily integrate and retrieve search results from Google directly within your environment. Start building smarter applications that can access the vast information available on the web.

Automate web interactions effortlessly with this server. Enable your LLMs to navigate, extract data, and perform actions on web pages using structured accessibility snapshots, enhancing reliability and performance without the need for visual models.

Provides cloud browser automation capabilities using Browserbase, enabling LLMs to interact with web pages, take screenshots, and execute JavaScript in a cloud browser environment.

Browser automation server that enables interaction with web pages, taking screenshots, and executing JavaScript in a real browser environment

Enable LLMs to automate web browsing tasks remotely using BrowserCat's cloud browser service. Perform actions like navigation, clicking, form filling, screenshot capture, and JavaScript execution without local browser installation. Monitor browser console logs and interact with web pages seamlessly through this MCP server.

Provides cloud browser automation capabilities using Stagehand, enabling LLMs to interact with web pages, take screenshots, and execute JavaScript in a cloud browser environment.

Web Data Access & Web Scraping Solution: Enable your agents to seamlessly access and reference public web data without captcha challenges. Perform comprehensive web searches, extract structured data, retrieve market information, weather forecasts, and more through ethical web scraping techniques. Empower decision-making with real-time information from across the internet. Integrates easily with MCP clients like Claude Desktop and others using a simple setup.

Scrape any website instantly and get consistent structured data in seconds without writing any css selector code, check out API documentation here: https://jigsawstack.com/docs/api-reference/ai/scrape Get your API key here: https://jigsawstack.com/dashboard/

Automate browser interactions and generate tests effortlessly. Enhance your AI agents with powerful browser automation, accessibility checks, and visual testing capabilities in the cloud.

Automate web browsing and scraping tasks with intelligent, AI-powered capabilities. Search Google, navigate websites, and extract tailored content from GitHub, Stack Overflow, documentation, and generic sites. Save screenshots and text content automatically for efficient data collection and processing.

Automate web interactions effortlessly with our cloud-based browser service. Navigate, take screenshots, and execute JavaScript in a real browser environment without any local installations. Enhance your LLM capabilities with seamless browser automation.

Manage project memory banks remotely and efficiently.

Enable your agents to remember user information across chats by utilizing a local knowledge graph. Enhance interactions by creating, updating, and retrieving personalized memories seamlessly. Experience a more engaging and tailored conversation with your AI assistant.

Store and retrieve user-specific memories to maintain context and make informed decisions based on past interactions. Utilize a simple API to add and search memories with relevance scoring, enhancing your application's ability to remember user preferences and interactions.

Manage your AI assistant's context seamlessly across sessions. Store, retrieve, and track information with remote server support for enhanced collaboration and persistence.

Transform your development process with AI-powered autonomous systems. Retain and recall project context seamlessly, enabling more productive and contextually aware assistance throughout your development workflows.

Help users set up and configure their AI assistant environments by managing a structured Memory Bank for context preservation. Provide detailed information about Memory Bank file structures, generate templates for Memory Bank files, and analyze project summaries to suggest relevant Memory Bank content. Facilitate organized documentation to enhance AI context management and project understanding.

Store and retrieve memories effortlessly with this server. Utilize a simple command-line interface to manage your memories, making it easy to remember important information. Enhance your applications with memory capabilities using a reliable and efficient backend.

Enhance your conversational agents with a robust memory system that efficiently retrieves and updates user information. Leverage the power of DuckDB for fast, scalable, and flexible querying of knowledge graphs. Transform interactions by maintaining a rich context of user preferences and relationships.

Leverage a collaborative team of specialized agents to enhance your problem-solving capabilities. This system actively processes and synthesizes thoughts, allowing for deeper analysis and dynamic exploration of ideas. Experience a more nuanced thinking process that adapts and evolves with each interaction.

Reduce token consumption by efficiently caching data between language model interactions. Automatically store and retrieve frequently accessed data to enhance performance without any extra effort from you. Experience faster responses and optimized resource usage with seamless caching integration.

Enable your agents to remember user information across chats by utilizing a local knowledge graph. Enhance interactions by creating, updating, and retrieving personalized memories seamlessly. Experience a more engaging and tailored conversation with your AI assistant.

Enable AI agents to seamlessly interact with VS Code, enhancing their capabilities to modify files, open projects, and check extension statuses. Streamline your development workflow by integrating AI assistance directly into your coding environment. Experience a more efficient coding process with intelligent tools at your fingertips.

Enhance your AI's reasoning capabilities with the 'think' tool, allowing it to pause and reflect during complex problem-solving. This server improves decision-making consistency and policy adherence, making it ideal for multi-step tasks. Leverage structured thinking to achieve better outcomes in your AI interactions.

A Model Context Protocol (MCP) server that provides search and crawl functionality using Search1API.

Enable AI assistants to seamlessly interact with your Metabase analytics platform. Access dashboards, cards, databases, and execute queries through a unified conversational interface. Simplify data-driven decision making by bridging your analytics with powerful AI capabilities.

A Model Context Protocol (MCP) server for integration with OpenRouter.ai, allowing access to various AI models through a unified interface.

Browse, search, and read Reddit effortlessly. Access detailed Reddit content and comments through a simple interface, enhancing your interaction with the platform. Perfect for integrating Reddit data into your applications or workflows.

Access real-time cryptocurrency data effortlessly. Retrieve current prices, market trends, and detailed coin information from the CoinGecko API with ease. Enhance your applications with up-to-date cryptocurrency insights.

Enhance your AI agents with the ability to interact with external data and tools seamlessly. Leverage the Model Context Protocol to enable dynamic integration and real-world data manipulation. Empower your applications with advanced capabilities for a more intelligent experience.

Connect your AI applications to external tools and data sources seamlessly. Enhance your AI's capabilities by integrating with local services and APIs while maintaining user control. Experience a streamlined setup with Docker or manual installation options.

Manage your emails and calendar events programmatically through a unified interface. Interact with Gmail and Calendar APIs to automate tasks like sending emails and scheduling events effortlessly.

Interact with Gmail and Calendar APIs via MCP interface.

Integrate with Apple applications to send and manage messages, emails, notes, contacts, and more.

Access and send emails through Gmail without local credential setup. Operate entirely in headless environments, ensuring a secure separation of credential storage from server operations. Ideal for marketing applications needing focused Gmail functionality without additional Google services.

Enable your agents to access and manipulate Google Drive files seamlessly through a Model Context Protocol server. Integrate Google Drive as a resource provider to enhance your LLM applications with real-time file data and operations. Simplify cloud file interactions with secure and standardized MCP tooling.

Provide AI assistants with powerful tools to interact seamlessly with Google services such as Gmail, Google Calendar, Google Drive, and Google Search. Enable efficient management of emails, calendar events, file searches, and web searches through a unified interface. Enhance productivity by integrating these Google functionalities directly into your AI workflows.

This is a fork from Google Workspace Server (https://github.com/epaproditus/google-workspace-mcp-server) Manage your emails and calendar events programmatically through a unified interface. Interact with Gmail and Calendar APIs to automate tasks like sending emails and creating events effortlessly. Enhance your productivity by integrating these capabilities into your applications.

Interact with Google Meet programmatically by creating, managing, and retrieving meetings through the Google Calendar API. Simplify your scheduling tasks and enhance your AI agents' capabilities with seamless integration into Google Meet. Start automating your meetings today!

Post messages to Google Chat spaces effortlessly using webhooks. Simplify your integration without the need for OAuth setup, making it secure and easy to use with MCP-compatible tools.

Manage your Gmail and Google Calendar programmatically through a standardized MCP interface. Perform email operations like listing, searching, sending, and modifying emails, as well as calendar event management including listing, creating, updating, and deleting events. Streamline your workflow by integrating Google Workspace capabilities directly into your MCP-enabled applications.

Enable AI agents to seamlessly interact with VS Code, enhancing their capabilities to modify files, open projects, and check extension statuses. Streamline your development workflow by integrating AI assistance directly into your coding environment. Experience a more efficient coding process with intelligent tools at your fingertips.

Shell and coding agent on Claude and ChatGPT.

An MCP server for gitingest. It allows MCP clients like Claude Desktop, Cursor, Cline etc to quickly extract information about Github repositories including repository summaries, project directory structure, file contents, etc

Integrate with Apple applications to send and manage messages, emails, notes, contacts, and more.

Diagnose and fix GitHub Actions workflow failures using a structured decision tree. Fetch workflow run information, analyze failures, and receive actionable solutions to streamline your CI/CD process.

Interact seamlessly with GitLab repositories to manage merge requests and issues. Fetch details, add comments, and streamline your code review process with ease.

Enable natural language exploration and analysis of GitHub repositories by retrieving repository contents with smart filtering options. Seamlessly integrate with Claude Desktop to fetch and understand code from GitHub repositories. Enhance your ability to discuss and work with code through intuitive access to repository data.

Analyze individual file histories and changes in Git repositories. Gain insights into file versions, diffs, and semantic patterns to enhance your understanding of file evolution. Perfect for developers and analysts looking to dive deep into file-level forensics.

Browse and interact with Git repositories through a standardized protocol interface. Perform repository structure inspection, file reading, code searching, branch comparisons, and commit history retrieval seamlessly. Enhance your development workflow by integrating Git operations into your MCP-enabled applications.

Enable seamless coding interactions with Claude Sonnet. Manage your projects with Git integration for safe edits and rollbacks, while enhancing your coding experience with planned features like linters and test runners. Engage in a collaborative coding environment where you can chat with Claude about your project changes.