Fless Apartment Hunt

io.fless/mcpVersion 1.20.0

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

Status

Responds242 msNov 14, 2026, 14:34 UTCAnswered our handshake without sign-in.

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Last checked: Nov 14, 2026, 14:34 UTC
Latency: 242 ms
Remotes responding: 1 of 1
Sign-in: No sign-in
Hosting: EU hosting detected (detected, not a legal statement)
Registry data as of: Nov 14, 2026, 21:12 UTC

Data from the official MCP Registry, checked by run.zero. How we check

Connect

Streamable HTTP

https://mcp.fless.io/mcpResponds242 msNov 14, 2026, 14:34 UTC

No sign-in

Claude Code

claude mcp add --transport http fless https://mcp.fless.io/mcp

Claude Desktop and claude.ai

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Settings > Connectors > Add custom connector
Name: fless
Remote MCP server URL: https://mcp.fless.io/mcp

Cursor

{
  "mcpServers": {
    "fless": {
      "url": "https://mcp.fless.io/mcp"
    }
  }
}

VS Code

code --add-mcp '{"name":"fless","type":"http","url":"https://mcp.fless.io/mcp"}'

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Tools

19 tools

Tools of Fless Apartment Hunt
	Description		Read-only	Idempotent	Open world
`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 collect).	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 collect).	No	Yes	Yes	No
`check_hunt_link`Aggregate status of a hunt link (created/opened/started) — no personal data.	Aggregate status of a hunt link (created/opened/started) — no personal data.	No	Yes	Yes	No
`fetch`Fetch full content by id from search: markdown text + canonical url for citations.	Fetch full content by id from search: markdown text + canonical url for citations.	No	Yes	Yes	No
`get_city_overview`Neighborhood-level overview of a live city: median rents (1BR/2BR), walk/transit/bike scores per neighborhood.	Neighborhood-level overview of a live city: median rents (1BR/2BR), walk/transit/bike scores per neighborhood.	No	Yes	Yes	No
`get_city_request_stats`See which cities have been requested most. Useful for telling users whether their city has demand.	See which cities have been requested most. Useful for telling users whether their city has demand.	No	Yes	Yes	No
`get_hunt_requirements`Every hunt field, enum, and rule; canonical amenity keys; binary restrictions (55+, pets, smoking); transparent credit pricing. Read this before collecting a hunt brief.	Every hunt field, enum, and rule; canonical amenity keys; binary restrictions (55+, pets, smoking); transparent credit pricing. Read this before collecting a hunt brief.	No	Yes	Yes	No
`get_neighborhood`Full detail for one neighborhood: rents, scores, POI counts, descriptions, nearby neighborhoods.	Full detail for one neighborhood: rents, scores, POI counts, descriptions, nearby neighborhoods.	No	Yes	Yes	No
`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 structured UNAUTHORIZED error. Search your hunt's building inventory by name and manually add the one unambiguous match into the hunt (several matches: top 3 are named and nothing is added).	Realtor 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 inventory by name and manually add the one unambiguous match into the hunt (several matches: top 3 are named and nothing is added).	No	No	No	No
`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 structured UNAUTHORIZED error. Invite a client by email; the invitation email carries a 7-day accept link. Gated on an active subscription/trial.	Realtor 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 invitation email carries a 7-day accept link. Gated on an active subscription/trial.	No	No	No	No
`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 structured UNAUTHORIZED error. Create a hunt FOR one of your clients (fields mirror get_hunt_requirements). Returns hunt_id + matched_count; the hunt parks at awaiting_realtor_curation. Gated on an active subscription/trial.	Realtor 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 clients (fields mirror get_hunt_requirements). Returns hunt_id + matched_count; the hunt parks at awaiting_realtor_curation. Gated on an active subscription/trial.	No	No	No	No
`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 structured UNAUTHORIZED error. Curate the candidate list WITHOUT sending: removals [{id, reason?}] and notes [{id, internal_notes?, client_notes?}] (hunt_building ids from realtor_list_candidate_buildings). Not gated.	Realtor 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 WITHOUT sending: removals [{id, reason?}] and notes [{id, internal_notes?, client_notes?}] (hunt_building ids from realtor_list_candidate_buildings). Not gated.	No	No	No	No
`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 structured UNAUTHORIZED error. Status of one of your hunts: review_state, counts, and the client's name.	Realtor 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: review_state, counts, and the client's name.	No	Yes	Yes	No
`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 structured UNAUTHORIZED error. The matched candidate list for one of your hunts (counts + buildings with eligibility, distance, and your curation status).	Realtor 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 one of your hunts (counts + buildings with eligibility, distance, and your curation status).	No	Yes	Yes	No
`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 structured UNAUTHORIZED error. Accepted clients (id, name, email) + pending invitations (email, expires).	Realtor 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, email) + pending invitations (email, expires).	No	Yes	Yes	No
`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 structured UNAUTHORIZED error. Send the curated list to the client: every non-removed building becomes included and the hunt moves to awaiting_client_approval (the CLIENT releases outreach). Gated on an active subscription/trial.	Realtor 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 client: every non-removed building becomes included and the hunt moves to awaiting_client_approval (the CLIENT releases outreach). Gated on an active subscription/trial.	No	No	No	No
`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_cities). Returns the total request count for that city. No account or email needed.	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_cities). Returns the total request count for that city. No account or email needed.	No	No	Yes	No
`search`Search Fless content (cities, neighborhoods, hunt guide). Returns citable ids for fetch.	Search Fless content (cities, neighborhoods, hunt guide). Returns citable ids for fetch.	No	Yes	Yes	No
`search_cities`List cities where Fless operates (live + coming soon). Returns ids needed for hunts.	List cities where Fless operates (live + coming soon). Returns ids needed for hunts.	No	Yes	Yes	No
`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, what happened vs what you expected. Do NOT include personal data.	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, what happened vs what you expected. Do NOT include personal data.	No	No	No	No

Details

Registry status: Active
Published: Nov 11, 2026
Updated: Nov 11, 2026
Website: Not given
Repository: https://github.com/fless-io/skills⁠ (opens in a new tab)
Categories (suggested): Search and webSuggested categories are assigned automatically from the registry text and may be wrong. Verified operators can correct them.
GDPR: Not declared

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