Discover, extract, and interact with the web - one interface powering automated access across the public internet.
Interact with the RAD Security platform which provides AI-powered security insights for Kubernetes and cloud environments.
Interact with Radicle (peer-to-peer code collaboration) and GitHub through a unified interface.
A server for RAG-based document search and management using Qdrant vector database with Ollama or OpenAI embeddings.
An MCP server for accessing Ragie's knowledge base retrieval capabilities.
A Ruby gem providing secure Rails console access through MCP for AI agents and development tools.
An intelligent tool for AI assistants to present multiple UI component designs for user selection.
Interact with Ramp's Developer API to run analysis on your spend and gain insights leveraging LLMs
Provides LLMs with essential random generation abilities, built entirely on Python's standard library.
Query supervisor evaluation data with fuzzy matching for Chinese and Pinyin names.
Interact with your crash reporting and real using monitoring data on your Raygun account
An MCP-based database server with support for SQLite, MySQL, PostgreSQL, and MSSQL.
React Native Debugger MCP
Connects to the React Native application debugger to retrieve console logs from Metro.
Reactive AI Agent Framework
A reactive AI agent framework for creating agents that use tools to perform tasks, with support for multiple LLM providers and MCP servers.
A web search server that integrates with the Exa API to perform basic and advanced searches.
Extracts web content from a URL and converts it to clean Markdown format.
Fast, token-efficient web content extraction that converts websites to clean Markdown. Features Mozilla Readability, smart caching, polite crawling with robots.txt support, and concurrent fetching with minimal dependencies.
Extracts and transforms webpage content into clean, LLM-optimized Markdown using the Readability algorithm.
An MCP server for advanced research assistance, configurable via environment variables.
Readonly Filesystem MCP Server
Provides read-only access to local files and directories.
Generate short URLs using the Rebrandly API.
Provides Go language updates and best practices in a structured Markdown format for LLM coding agents.
Generate and edit raster/vector images, vectorize, remove/replace backgrounds, and upscale using the Recraft AI API.
Provides advanced search, reporting, and analytics for recruitment data via Recruitee.
Access Reddit's public API to browse frontpage posts, subreddit information, and read post comments.
Integrates Claude AI with the Redmine project management system to enhance project management tasks.
An automated tool for searching and commenting on the social media platform Xiaohongshu (Rednote) using Playwright.
Redshift Utils MCP Server
Perform database actions on Amazon Redshift via its Data API.
Enable Similarity-Distance-Magnitude statistical verification for your search, software, and data science workflows
Up-to-date documentation for your coding agent. Covers 1000s of public repos and sites. Built by ref.tools
Refactor code using regex-based search and replace.