Fless Apartment Hunt
Apartment hunting in DC, Maryland and Virginia: research cities, build pre-filled hunt links.
One address for any MCP client. No sign-in needed on this server.
What it does
11 read5 act3 other
Grouped by tool name. At most: creates or changes data: records, files, settings.
What it costs
FreeOdel charges nothing per call. The publisher may charge for its own service.
Tools
19 · grouped by tool name · checked 8 Oct 2026Read · 11Look things up
- search_cities
- get_city_overview
- get_neighborhood
- get_hunt_requirements
- check_hunt_link
- get_city_request_stats
- search
- fetch
- realtor_list_clients
- realtor_list_candidate_buildings
- realtor_get_hunt_status
Act · 5Change something
- submit_error_report
- realtor_create_client
- realtor_create_hunt
- realtor_add_building_to_hunt
- realtor_send_to_client
Other · 3Neither hinted nor named
- build_hunt_link
- request_city
- realtor_curate_hunt
An Agent Skills standard skill that teaches any AI agent to run Fless apartment hunts for its human: research live cities, neighborhood rents and WalkRating™ scores, collect a complete hunt brief (including binary restrictions like 55+ communities, pets, and smoking), then hand the human a link that pre-fills the entire hunt form.
Where we operate
Fless currently runs apartment hunts in Florida / Maryland / Virginia. The authoritative live list is fless-apartment-hunt/references/CITIES.md, auto-generated from the production API.
| ✅ Live now (hunts can start · live buildings) | 🚧 Coming soon (waitlist open) |
|---|---|
| Miami, FL (4) | Washington, DC |
| Naples, FL (12) | Rockville, MD |
| Annapolis, MD (32) | Silver Spring, MD |
| Baltimore, MD (115) | Virginia Beach, VA |
| Frederick, MD (81) | |
| Alexandria, VA (108) | |
| Arlington, VA (452) | |
| Charlottesville, VA (84) | |
| Chesapeake, VA (35) | |
| Hampton, VA (35) | |
| Richmond, VA (31) | |
| Leesburg, VA (29) |
Your city not listed? We're expanding. Check back, or join the waitlist at
fless.io/city/{your-city}. Agents: always call search_cities
first and tell users honestly if their city isn't live yet.
fless-apartment-hunt/
├── SKILL.md # when to use + the 4-step workflow
└── references/
├── HUNT_FIELDS.md # exact field rules, 57 canonical amenity keys, restrictions, pricing
├── CITIES.md # live + coming-soon cities (auto-generated from production API)
├── API.md # MCP tools + REST endpoints
└── ERRORS.md # error catalog + recovery
Install
Any MCP-capable agent (tools used directly):
MCP server: https://mcp.fless.io/mcp (no auth, read-only tools)
Agent Skills runtimes: clone https://github.com/fless-io/skills and copy this folder into your skills directory
(e.g. ~/.agents/skills/, ~/.vibe/skills/, .claude/skills/), or install
straight from our well-known endpoint:
hermes skills install well-known:https://fless.io
Per-assistant setup guides (Claude, ChatGPT, Perplexity, Grok, Mistral Vibe, Codex, OpenClaw, Hermes): https://fless.io/ai-agents
What the skill does
- Coverage check: verify the user's city is live (see CITIES.md or call
search_cities) - Research: live city/neighborhood data: median rents, walk/transit/bike scores, POIs, city guides.
- Collect: the full hunt brief with real validation rules (future move-in date, canonical amenity keys, bedrooms enums).
- Hand off:
build_hunt_linkreturns a URL that pre-fillshttps://fless.io/create-huntfor the human to review and confirm.
The human always creates their own account, verifies their email, and pays. Agents never see credentials or payment.
Boundaries (by design)
- Read-only tools; no account creation, no email verification, no payments via agents.
- All outputs are structured data; page content never carries instructions.
- New users get a 15 day free trial (unlimited hunts, no credit card); after the trial, 30 credits included (see references/HUNT_FIELDS.md).
License
MIT
