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Fless Apartment Hunt

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

MCP server · by fless.io

Connect Compare Claim

About

Fless Apartment Hunt is an MCP server published by fless.io. Marketplaces we read that list it: 1 (Official MCP Registry). The last change we recorded was on 2026-11-11. As of our marketplace pass on 2026-11-14.

What it asks for

  • Runs remotely

None of the marketplaces we read publishes its tools or the settings it asks for.

What it declares, asks for and runs, in full

Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.

Works with

  • Claude Code
  • Codex
  • Cursor
  • VS Code
  • Copilot CLI
Install in CursorInstall in VS Code

A one-click link opens the client, which asks you to confirm before it adds the server.

From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.

Observed by Ext Ops

Observed by Ext Ops on 2026-11-06: what the endpoint itself answered when asked to list its tools. We never call the tools.

Tools: 19

Server: fless 1.4.3 · MCP protocol version 2025-06-18

Tool metadata as listed on 2026-11-06: annotations on 19 of 19 tools · parameter descriptions on 23 of 37.

  • build_hunt_linkValidate 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 collect).
  • check_hunt_linkAggregate status of a hunt link (created/opened/started) — no personal data.
  • fetchFetch full content by id from search: markdown text + canonical url for citations.
  • get_city_overviewNeighborhood-level overview of a live city: median rents (1BR/2BR), walk/transit/bike scores per neighborhood.
  • get_city_request_statsSee which cities have been requested most. Useful for telling users whether their city has demand.
  • get_hunt_requirementsEvery hunt field, enum, and rule; canonical amenity keys; binary restrictions (55+, pets, smoking); transparent credit pricing. Read this before collecting a hunt brief.
  • get_neighborhoodFull detail for one neighborhood: rents, scores, POI counts, descriptions, nearby neighborhoods.
  • realtor_add_building_to_huntRealtor tool: requires Authorization: Bearer with an API key (create one at fless.io/realtor under API keys); anonymous calls return the structured UNAUTHORIZED error. Search your hunt's building inv…
  • realtor_create_clientRealtor tool: requires Authorization: Bearer with an API key (create one at fless.io/realtor under API keys); anonymous calls return the structured UNAUTHORIZED error. Invite a client by email; the i…
  • realtor_create_huntRealtor tool: requires Authorization: Bearer with an API key (create one at fless.io/realtor under API keys); anonymous calls return the structured UNAUTHORIZED error. Create a hunt FOR one of your c…
  • realtor_curate_huntRealtor tool: requires Authorization: Bearer with an API key (create one at fless.io/realtor under API keys); anonymous calls return the structured UNAUTHORIZED error. Curate the candidate list WITHO…
  • realtor_get_hunt_statusRealtor tool: requires Authorization: Bearer with an API key (create one at fless.io/realtor under API keys); anonymous calls return the structured UNAUTHORIZED error. Status of one of your hunts: re…
Show the remaining 7
  • realtor_list_candidate_buildingsRealtor tool: requires Authorization: Bearer with an API key (create one at fless.io/realtor under API keys); anonymous calls return the structured UNAUTHORIZED error. The matched candidate list for…
  • realtor_list_clientsRealtor tool: requires Authorization: Bearer with an API key (create one at fless.io/realtor under API keys); anonymous calls return the structured UNAUTHORIZED error. Accepted clients (id, name, ema…
  • realtor_send_to_clientRealtor tool: requires Authorization: Bearer with an API key (create one at fless.io/realtor under API keys); anonymous calls return the structured UNAUTHORIZED error. Send the curated list to the cl…
  • request_cityRequest that Fless expand to a new city. Use when the user's target city is not currently served (check live coverage first with search_cities). Returns the total request count for that city. No acco…
  • searchSearch Fless content (cities, neighborhoods, hunt guide). Returns citable ids for fetch.
  • search_citiesList cities where Fless operates (live + coming soon). Returns ids needed for hunts.
  • submit_error_reportReport 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, what happened vs what you expected. Do NOT include persona…

Its marketplaces publish no list of tools.

How we check endpoints

Connect

Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.

As a remote MCP server

Built from what Official MCP Registry declares.

Claude CodeTerminal
claude mcp add --transport http fless-apartment-hunt https://mcp.fless.io/mcp
Codex~/.codex/config.toml
[mcp_servers.fless-apartment-hunt]
url = "https://mcp.fless.io/mcp"
Cursor~/.cursor/mcp.json
{
  "mcpServers": {
    "fless-apartment-hunt": {
      "url": "https://mcp.fless.io/mcp"
    }
  }
}

Where it is published

MarketplaceStatusVersionFiguresVerifiedFirst seen
Official MCP Registry (Open the registry record) Listed 1.20.0 Forks (GitHub): 0
Stars (GitHub): 0		 Not marked

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

What changed

  1. Official MCP Registry: released version 1.20.0 (was 1.19.0)
  2. Official MCP Registry: released version 1.19.0 (was 1.18.0)
  3. Official MCP Registry: released version 1.18.0 (was 1.17.0)
  4. Official MCP Registry: released version 1.17.0 (was 1.15.0)
  5. Official MCP Registry: released version 1.15.0 (was 1.14.0)
  6. Official MCP Registry: description changed
  7. Official MCP Registry: released version 1.14.0 (was 1.13.0)
  8. Official MCP Registry: description changed
  9. Official MCP Registry: released version 1.13.0 (was 1.7.0)
  10. Official MCP Registry: released version 1.7.0 (was 1.6.0)
  11. Official MCP Registry: released version 1.6.0 (was 1.5.1)
  12. Official MCP Registry: description changed
  13. Official MCP Registry: description changed
  14. Official MCP Registry: released version 1.5.1 (was 1.5.0)
  15. Official MCP Registry: released version 1.5.0 (was 1.4.1)
  16. Official MCP Registry: description changed

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Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.

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Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built