"A tool or assistant to explore and debug my codebase" matching MCP servers:

A Claude skill + MCP server that tells you how Deutsche Bahn delays will affect your trip — not just whether your train is late.

A Kyoto travel planning assistant that uses Wikivoyage API and LangChain/LangGraph to provide real-time attraction info, operating hours, and dynamic itinerary adjustments through MCP tools.

A production-ready MCP server for intelligent travel planning that integrates 16 tools, live APIs, and a gamification system to help users plan trips, track expenses, and discover events.

Exposes weather, air quality, traffic, transit, parking, POI and government service guide tools over MCP stdio, backed by a real API → cache → seed data fallback chain. Enables multi-agent city service Q&A without requiring any API key to run.

Enables users to plan Singapore itineraries by combining a retrieval-augmented knowledge base with live weather forecasts and currency conversion through MCP tools.

A lightweight multi-provider MCP testing fixture with two providers (eva_air and uk_railway), each exposing 5 tools using in-memory fake data, designed for verifying MCP client tool discovery, tool calls, and multi-provider routing.

Exposes travel planning data and constraint checking as MCP tools over stdio, enabling AI agents to query reference information and evaluate plan validity.

An MCP server providing tools for YouTube search, AI trip planning, notes management, web search, and product price comparison, backed by a FastAPI backend.

Provides real-time NYC subway information including train arrivals, station search, service alerts, and nearby station finder using live MTA data with intelligent location handling.

A smart commute assistant that monitors travel routes via the Amap API and sends automated notifications to DingTalk. It enables users to schedule daily route checks and receive real-time traffic updates using a modular MCP-based architecture.

MCP server that provides AI-powered tools including YouTube search, trip planning, notes management, web search, product price comparison, and clock/alarm/reminder features with email notifications.

Enables travel search workflows including airport lookup, route comparison, travel timing guidance, and external booking links with commission-eligible links.

AI-native travel search MCP with affiliate booking links and optional x402 premium intelligence.

Enables AI assistants to search for vehicles, manage reservations, and access Enterprise Plus loyalty account information through headless browser automation on enterprise.com. It supports the complete car rental workflow including vehicle searching, booking, modifications, and points balance checks.

Lets any MCP-compatible AI agent search live resort inventory, request exact all-in quotes including transfers, and start real hotel bookings that the traveler completes on a hosted Stripe checkout.

Provides tools to search stops, get next departures, and retrieve service alerts from Metlink's real-time public transport data, enabling natural language queries about Wellington transit.

Enables hotel booking operations through the Exely Distribution API via natural language interactions. Integrates with LLMs and Telegram bots for seamless hotel search, booking, and management functionality.

MCP server for Korean public transit that enables route planning with real-time bus and subway arrivals, including fallback options. It combines ODsay route search with real-time data from Gyeonggi Bus and Seoul Metro systems.

Enables AI agents to search real-time flight information by departure and arrival airport IATA codes, returning airline, flight number, times, and status via the AviationStack API.

Provides Estonian public transport timetables, trip planning, stop search, and real-time vehicle tracking.

Enables comprehensive travel planning by integrating Google Travel Services and Amadeus GDS for dual flight and hotel searches, plus event discovery, weather forecasting, currency conversion, and location services. Combines consumer-friendly search with professional travel industry data for optimal trip planning.

Enables AI agents to query real-time fuel station availability and summaries across Thailand via MCP tools.

Enables travel-related queries and planning including weather, train and flight information, itinerary generation, and travel knowledge retrieval via RAG, using an AI agent with MCP protocol.

Enables users to search for hotels by location and maximum price per night, returning hotel options with ratings and estimated total costs.

A locally runnable stdio MCP server for Fortrip hotel search, live room rates, hotel details, trip planning and booking payment links. Uses a Fortrip CLI token or saved CLI login; payments are completed by the user on Fortrip and Stripe.

Live USPS, UPS, FedEx and DHL Express parcel rates from a US origin, domestic or to Canada, the UK, Germany and Australia, from a plain-words item description: no scale, no account, no API key. Also creates checkout links, reports checkout status, tracks parcels bought on smklog.com and serves a monthly US parcel price index.

Provides read-only access to live Bay Area transit data, including routes, stops, real-time departures, vehicle positions, and service alerts, for use by large language models.

Search VeryChic hotel deals from any MCP client; browse flash-sale offers, filter by destination or price, and read availability and prices by date. Read-only, anonymous, no account needed.

Provides AI agents with live access to over 1 million traffic cameras worldwide, enabling search by bounding box, radius, route, or nearest point and fetching live frames.

Provides real-time fuel prices at gas stations in Spain using the government's public API. Enables users to find the cheapest fuel in a municipality or list stations sorted by price.