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Search PubMed and summarize biomedical literature, designed for AI health agents

Probes your live API and classifies why each endpoint failed (root cause + evidence + calibrated confidence) over MCP, so your AI assistant debugs from evidence instead of guessing. Deterministic rules, no black box. Works with FastAPI, Express, Next.js, tRPC, and GraphQL. npm i -g qa-probe

A QR code generation MCP server that converts any text (including Chinese characters) to QR codes with customizable colors and base64 encoding output

Launch your conversational Quickchat AI agent as an MCP to give AI apps real-time access to its Knowledge Base and conversational capabilities

MCP Server to connect your preferred model with Roya Academy of Spanish Dictionary

An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP)

Rakuten API integration for product search, hotel and travel booking, and recipe lookup across Japan's largest e-commerce platform. Install via

MCP server for the ReactUse library — 110+ React Hooks (TypeScript-first, SSR-compatible, tree-shakable). Lets AI assistants discover hook signatures, demos, and usage patterns directly from the docs

Search, read, create and update Redmine issues, projects and time entries from any MCP client. 12 tools with MCP safety annotations: full-text search, issue journals with attachments, comments and time tracking

MCP server for the RegIntel API: structured regulatory data across 41 jurisdictions and 212 regulations (GDPR, MiCA, DORA, SEC, FINRA, FCA, APRA, ASIC, MAS). Tools for search, lookup, recent updates, and compliance checks

Create spaced repetition flashcards in Rember to remember anything you learn in your chats

Free rental car search with real-time pricing from multiple providers worldwide. No API key required. Hosted at mcp.octotrip.app

A complete color workflow over MCP: mix (incl. Kubelka-Munk paint physics), convert formats, generate harmonies, and remember named palettes. Resolves hex, CSS, and custom brand color names, and refuses unknown colors rather than guessing. Hosted, no

Reviews a plan for what's missing — unstated assumptions, omitted technical risks, and execution blind spots (a structured pre-mortem)

86 running calculators, 29 marathon events, pace/time/distance calculations, race time predictions (Riegel formula), and heart rate training zones (Karvonen method) for AI agents. No API key required

Expert design & marketing knowledge for web / iOS / Android / macOS UI/UX: 83 sourced, prescriptive docs plus deterministic generators (design tokens, color systems, type scales, WCAG a11y) and a one-call create_design_system . Offline, no API key, reads only local files. Install via NPM

enables AI to fully control and access GUI interactions by providing tools for mouse and keyboard, ideal for general automation, education, and experimentation

SEO, content generation, PPC, keyword research, site auditing, authority building, and LLM

Comment moderation and intelligence for any article: bot/spam detection, multilingual sentiment analysis, and Influence (constructive comment generation on paid tiers). Free tier: 1,000 comments, no credit card

A comprehensive MCP server for serial port communication

MCP server that exercises all the features of the MCP protocol

Shipi MCP server to create shipments, track packages, and compare rates with 18 tools for various carriers. Supports remote MCP

Access your SimBrief flight plans. 14 tools covering flight summary, weather (METAR/TAF/ATIS), fuel plan, weights, times, ATC flight plan, navlog, NOTAMs, alternate airport, crew and performance sensitivity analysis

MCP Server for skill4agent - Search, view, and install AI skills in AI conversations