"Semantic code navigation tools for AI agents" matching MCP servers:

kakao navigation mcp server using kakao mobility & kakao map api

Enables evidence-driven motor-carrier search, qualification, risk assessment, monitoring, and TMS integration directly from Claude Code and MCP clients.

Enables AI agents to call 16 small, deterministic, read-only tools over a free, no-auth remote streamable HTTP MCP endpoint, covering business idea scoring, price headroom, hotel OTA commissions, open-source SaaS swaps, ads policy notice risk, App Store 4.2 prechecks, and Japan trip planning. Each tool is also exposed as a plain JSON API with OpenAPI docs.

Enables AI agents to search global holiday rentals, hotels and short-term stays, read full property details, and get exact, itemised prices for specific dates and party sizes, then hand the traveller a link to complete the booking. All tools are read-only, and it also returns guidance for hosts listing a property and for software companies building integrations.

Travel award search: compare cash vs points on hotels, flights & cars, cents-per-point, and book

Enables MCP clients to search policies, look up bookings, list activities, create booking requests, issue or approve credits, and review audit records under role-based access. It enforces tenant isolation, filters fields by role, strips planted instructions from tool results, rate-limits each key, and writes tamper-evident audit logs.

Provides supply chain and shipping tools including shipment tracking, route optimization, warehouse inventory management, delivery ETA estimation, and customs documentation. Enables logistics operations through natural language interactions with Claude.

MCP server that enables AI assistants to search for rental cars, query prices, and access map services using the AMAP API.

Enables travel agents to manage the full trip-quoting lifecycle, including searching flights and accommodations, building personalized itineraries, checking entry requirements and cancellation policies, creating and monitoring bookings, and getting upsell recommendations.

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.

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 access to Google Maps API functionality including places search, geocoding, directions, distance matrix, elevation data, and static map generation through the MCP interface.

Provides access to real-time and historical flight data from Flightradar24 API, enabling users to track live aircraft positions, query flight histories, and retrieve comprehensive aviation information including aircraft, airline, and airport details.

Enables AI assistants to search, price-track, and book flights across ~300 airlines, with traveler profiles, preferences, and email fare-drop alerts.

Enables agents to search, compare, and book hotels across roughly 3 million properties in 200+ countries, paying per booking in USDC on Base via the x402 payment handshake (with a CoinGate fallback) and then polling for order confirmation.

MCP server for Airbnb — lets AI agents search listings, check availability, manage reservations, and book stays via browser automation.

MCP server for SYMONE — search motorcycle transport routes in France. Paris↔Marseille from 299€. No auth required.

An AI-powered travel planning assistant that fetches live weather, generates packing suggestions, and provides travel recommendations.

Provides Claude Desktop with custom tools for math, web search (DuckDuckGo), Wikipedia, ArXiv, and simulated Airbnb searches via MCP.

Provides personalized travel recommendations by analyzing climate, currency exchange rates, safety, and budget constraints through AI agents and multiple public APIs.

Enables AI assistants to access real-time Transport for London data, including tube/bus arrivals, line status, journey planning, and disruptions.

AI travel agent over MCP — live flights, hotels, activities, and events worldwide, then completes the booking on autonomad.ai.

Enables UPS shipping operations on your own UPS account: negotiated rate shopping, live tracking with an interactive MCP Apps card, and landed-cost estimates for international shipments.

An MCP server for automating Turo peer-to-peer car rental interactions using stealth browser automation. It enables users to search for vehicles, view detailed listing and host information, and create or manage car bookings.

MCP server and TypeScript client for the InPost consumer API, enabling SMS login, parcel tracking, pickup codes, locker opening, returns, and multi-account management via stdio.

Enables searching and comparing Airbnb (Korea) and Yanolja accommodation prices, with tools for price distribution, historical trends, and snapshot management, storing collected data in SQLite.

Enables AI assistants to search flights and hotels, access AI-powered price forecasts, set price alerts, and initiate travel bookings through the Hopper platform. It provides real-time pricing and booking management capabilities directly within the Model Context Protocol.

MCP server for Marriott Hotels that enables AI agents to search hotels, manage reservations, check in, and interact with the Marriott Bonvoy loyalty program via browser automation.

MCP server for the official Flightradar24 API (fr24api.flightradar24.com)

An MCP server that enables AI agents to search Hilton hotels, manage reservations, and check Hilton Honors status through browser automation. It supports the full booking flow, points redemption, and digital key access via natural language commands.

Enables users to automate Zipcar car sharing tasks such as searching for available vehicles, managing reservations, and ending trips using stealth browser automation. It provides a standardized interface for interacting with Zipcar's services through natural language and the Model Context Protocol.

Enables AI agents to search hotels, check availability, manage reservations, and book rooms on Booking.com via browser automation.

Enables hotel search, booking, reservation management, and rewards tracking for IHG hotels via browser automation.

An MCP server for Southwest Airlines that enables flight searching, booking, and reservation management via browser automation. It allows users to check in, retrieve boarding passes, and manage Rapid Rewards accounts through natural language.

Enables AI agents to automate Delta Air Lines tasks such as searching flights, managing bookings, and checking SkyMiles balances through Playwright-based browser automation. It supports the complete travel workflow including seat selection, check-in, and digital boarding pass retrieval.

MCP server enabling AI assistants to interact with Alaska Airlines services via browser automation, including flight search, booking management, check-in, and mileage plan access.

MCP server for UPS package tracking and shipping services using browser automation. Supports tracking packages, getting shipping rates, finding locations, and scheduling pickups.

Read-only MCP server for vessel identity lookup, AIS-style positions, tracks, port calls, carrier schedules, vessel schedules, and delay heuristics with source attribution and BYOK provider support.

Enables autonomous multi-agent logistics operations through MCP tools, resources, and prompts for routing, inventory, cargo inspection, disruption recovery, and conversational dispatch. It supports both modern and legacy MCP specs over stdio and HTTP, including secure API and feedback-optimized workflows.

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.