{"name":"nicolassitter.com","description":"Model Context Protocol server. POST JSON-RPC 2.0 to this URL. Also exposed in-page via WebMCP (document.modelContext) for agents driving a browser tab.","transport":"Streamable HTTP (POST only — this server is stateless and does not open an SSE stream)","protocolVersions":["2024-11-05","2025-03-26","2025-06-18"],"tools":[{"name":"search_research_articles","description":"Search Nicolas Sitter's published research on AI search, answer engines and hotel technology by keyword, matching headlines and descriptions."},{"name":"get_article","description":"Fetch one research article by its URL slug — the last path segment of a /research/<slug> URL."},{"name":"get_ai_hotel_landscape_manifest","description":"Read the manifest for the AI Hotel Landscape dataset: which AI platforms are tracked (ChatGPT, Gemini, Perplexity, Grok, Copilot, Google AI Mode) and whether each is still active, which of the 56 destinations are covered, which weekly snapshots exist, and the licence and refresh cadence."},{"name":"get_ai_hotel_visibility","description":"Get the hotels an AI platform actually recommends for a destination in a given week, ranked by how often it mentions them, with the split of links it gives each one (direct to the hotel, to an OTA, to a chain site, or elsewhere)."},{"name":"get_hotel_brand_leaderboard","description":"Get the chain-brand leaderboard for one AI platform in one week: which hotel groups (Marriott, Accor, Hilton, IHG and the rest) get mentioned most, and across how many distinct properties."},{"name":"get_ai_citation_sources","description":"Get what an AI platform cites when it answers hotel questions — the mix of source categories (OTAs, review sites, the hotels' own sites, editorial, and so on) and the leading domains inside each category."},{"name":"get_chain_vs_independent_mix","description":"Get the share of chain hotels versus independents versus vacation rentals in what each AI platform recommends, for one week."},{"name":"list_race_explorers","description":"List the endurance races this site publishes results explorers for — L'Étape du Tour, the Marathon and Semi de Paris, the Triathlon de l'Alpe d'Huez, La Marmotte and their archive editions — with each one's year, sport, distance, finisher count and URL."}],"telemetry":"https://nicolassitter.com/projects/agent-tools","example":{"method":"POST","body":{"jsonrpc":"2.0","id":1,"method":"tools/list"}}}