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Categories › Knowledge & Everyday › Research, papers & reference data

Fless Apartment Hunt

MCP serverVerified domain · fless.ioRemote● LiveFree to try

Apartment hunting across 16 US states: rents, briefs, hunt links.

Install

Remote server: your requests and data go to mcp.fless.io. Claude Code: claude mcp add --transport http fless-apartment-hunt https://mcp.fless.io/mcp · Claude app: Settings → Connectors → Add custom connector.

What it can do

The tools this server listed when we connected to it, in its own words.

  • search_cities — List cities where Fless operates (live + coming soon). Returns ids needed for hunts.
  • get_city_overview — Neighborhood-level overview of a live city: median rents (1BR/2BR), walk/transit/bike scores per neighborhood.
  • get_neighborhood — Full detail for one neighborhood: rents, scores, POI counts, descriptions, nearby neighborhoods.
  • get_hunt_requirements — Every hunt field, enum, and rule; canonical amenity keys; binary restrictions (55+, pets, smoking); transparent credit pricing. Read this be
  • build_hunt_link — Validate a hunt brief and get a URL that pre-fills the full hunt form for the human. Works with partial briefs (missing_fields lists what to
  • check_hunt_link — Aggregate status of a hunt link (created/opened/started) — no personal data.
  • request_city — Request that Fless expand to a new city. Use when the user's target city is not currently served (check live coverage first with search_citi
  • get_city_request_stats — See which cities have been requested most. Useful for telling users whether their city has demand.
  • search — Search Fless content (cities, neighborhoods, hunt guide). Returns citable ids for fetch.
  • fetch — Fetch full content by id from search: markdown text + canonical url for citations.
  • submit_error_report — Report a problem with Fless tools or data so we can fix it. Include: the tool you called, the error code from the error contract if present,
  • realtor_list_clients — Realtor tool: requires Authorization: Bearer with an API key (create one at fless.io/realtor under API keys); anonymous calls return the str
  • realtor_create_client — Realtor tool: requires Authorization: Bearer with an API key (create one at fless.io/realtor under API keys); anonymous calls return the str
  • realtor_create_hunt — Realtor tool: requires Authorization: Bearer with an API key (create one at fless.io/realtor under API keys); anonymous calls return the str
  • realtor_list_candidate_buildings — Realtor tool: requires Authorization: Bearer with an API key (create one at fless.io/realtor under API keys); anonymous calls return the str
  • realtor_curate_hunt — Realtor tool: requires Authorization: Bearer with an API key (create one at fless.io/realtor under API keys); anonymous calls return the str
  • realtor_add_building_to_hunt — Realtor tool: requires Authorization: Bearer with an API key (create one at fless.io/realtor under API keys); anonymous calls return the str
  • realtor_send_to_client — Realtor tool: requires Authorization: Bearer with an API key (create one at fless.io/realtor under API keys); anonymous calls return the str
  • realtor_get_hunt_status — Realtor tool: requires Authorization: Bearer with an API key (create one at fless.io/realtor under API keys); anonymous calls return the str

KitScout test notes

Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.

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