MCP server
Fless Apartment Hunt Official
io.fless/mcp
Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools
Apartment hunting across 13 US states: rents, briefs, hunt links.
Working at last checkVerified publisher: fless.ioAbout 2,739 tokens per request once connected19 tools
https://mcp.fless.io/mcp
At a glance
- Type
- MCP server
- Publisher
- fless.io (verified by the MCP Registry)
- Status
- Working at last check
- Tools
- 19
- Token cost
- About 2,739 tokens per request
- Sets up in
- Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok
- Last checked
- 26 Oct 2026, 08:29 UTC
Connect it to your agent
Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.
Claude Code
claude mcp add --transport http fless https://mcp.fless.io/mcp
Claude Desktop
Settings → Connectors → Add custom connector, and paste the URL.
Codex (config.toml)
[mcp_servers.fless] url = "https://mcp.fless.io/mcp"
Gemini CLI
{"mcpServers":{"fless":{"httpUrl":"https://mcp.fless.io/mcp"}}}
Cursor
{"mcpServers":{"fless":{"url":"https://mcp.fless.io/mcp"}}}
VS Code
{"servers":{"fless":{"type":"http","url":"https://mcp.fless.io/mcp"}}}
Antigravity
agy mcp add fless https://mcp.fless.io/mcp
ChatGPT
Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.
OpenAI API (Responses tools)
{"type":"mcp","server_label":"fless","server_url":"https://mcp.fless.io/mcp","require_approval":"always"}
Grok (xAI API tools)
{"type":"mcp","server_label":"fless","server_url":"https://mcp.fless.io/mcp"}
Tools
build_hunt_link~160 tokens
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).check_hunt_link~62 tokens
Aggregate status of a hunt link (created/opened/started) — no personal data.fetch~80 tokens
Fetch full content by id from search: markdown text + canonical url for citations.get_city_overview~86 tokens
Neighborhood-level overview of a live city: median rents (1BR/2BR), walk/transit/bike scores per neighborhood.get_city_request_stats~57 tokens
See which cities have been requested most. Useful for telling users whether their city has demand.get_hunt_requirements~98 tokens
Every hunt field, enum, and rule; canonical amenity keys; binary restrictions (55+, pets, smoking); transparent credit pricing. Read this before collecting a hunt brief.get_neighborhood~89 tokens
Full detail for one neighborhood: rents, scores, POI counts, descriptions, nearby neighborhoods.realtor_add_building_to_hunt~163 tokens
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 nrealtor_create_client~147 tokens
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_create_hunt~408 tokens
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 awairealtor_curate_hunt~253 tokens
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_buildingrealtor_get_hunt_status~112 tokens
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_list_candidate_buildings~129 tokens
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_list_clients~97 tokens
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_send_to_clientSends messages · ~148 tokens
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 (therequest_city~148 tokens
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.search~62 tokens
Search Fless content (cities, neighborhoods, hunt guide). Returns citable ids for fetch.search_cities~70 tokens
List cities where Fless operates (live + coming soon). Returns ids needed for hunts.submit_error_report~370 tokens
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.
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