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Fless Apartment Hunt

السجل الرسمي أخرى

Apartment hunting across 13 US states: rents, briefs, hunt links.

الشيفرة المصدرية التوثيق

التثبيت

أضف هذا إلى إعدادات MCP في عميلك (Claude Desktop: claude_desktop_config.json، وCursor: ‏.cursor/mcp.json، ويستخدم VS Code وغيره الصيغة نفسها «mcpServers»).

Remote (streamable-http)
Claude Code 
claude mcp add --transport http fless-apartment-hunt 'https://mcp.fless.io/mcp'
إعداد JSON (Claude Desktop وCursor وVS Code) 
{
    "mcpServers": {
        "fless-apartment-hunt": {
            "type": "http",
            "url": "https://mcp.fless.io/mcp"
        }
    }
}

التوثيق

مأخوذ من ملف README للمشروع على GitHub ويُحدَّث أسبوعيًا. تفتح الروابط على GitHub.

المحتويات
  1. fless-apartment-hunt
  2. Where we operate
  3. Install
  4. What the skill does
  5. Boundaries (by design)
  6. License

fless-apartment-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 / Georgia / Maryland / Virginia. The authoritative live list is fless-apartment-hunt/references/CITIES.md, auto-generated from the production API.

✅ Live now🚧 Coming soon
Alexandria, VARockville, MD
Annapolis, MDSilver Spring, MD
Arlington, VAVirginia Beach, VA
Atlanta, GAWashington, DC
Baltimore, MD
Charlottesville, VA
Chesapeake, VA
Frederick, MD
Hampton, VA
Jacksonville, FL
Leesburg, VA
Miami, FL
Naples, FL
Orlando, FL
Richmond, VA
Tampa, FL

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

  1. Coverage check: verify the user's city is live (see CITIES.md or call search_cities)
  2. Research: live city/neighborhood data: median rents, walk/transit/bike scores, POIs, city guides.
  3. Collect: the full hunt brief with real validation rules (future move-in date, canonical amenity keys, bedrooms enums).
  4. Hand off: build_hunt_link returns a URL that pre-fills https://fless.io/create-hunt for 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

الأسئلة الشائعة

ما هو Fless Apartment Hunt؟

Apartment hunting across 13 US states: rents, briefs, hunt links.

كيف أثبّت Fless Apartment Hunt؟

يعمل كخادم بعيد. في Claude Code: claude mcp add --transport http fless-apartment-hunt 'https://mcp.fless.io/mcp'. وفي العملاء الآخرين، الصق إعداد JSON من هذه الصفحة في إعدادات MCP الخاصة بهم.

هل يحتاج Fless Apartment Hunt إلى مفتاح API؟

لا يذكر إدراجه في السجل أي مفتاح أو سر إلزامي. قد تتطلب بعض الميزات حسابًا لدى الخدمة التي يتصل بها.

هل Fless Apartment Hunt مفتوح المصدر؟

نعم. شيفرته متاحة على GitHub بترخيص MIT.

من يصون Fless Apartment Hunt؟

ينشره fless-io. يدرجه AI.tn لكنه لا يصونه ولا يوصي به.

من سجل MCP الرسمي. الإدراج ليس توصية: راجع شيفرة الخادم وصلاحياته قبل منحه الوصول إلى بياناتك.