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Home/Servers/Fless Apartment Hunt

Fless Apartment Hunt

by io.fless

Apartment hunting in DC, Maryland and Virginia: research cities, build pre-filled hunt links.

Power your agent

Add this server

The publisher's own URL. Not a PlugMCP endpoint.

Server URL
https://mcp.fless.io/mcp
Provider
Add in Claude

Claude opens with the name and URL filled in. You still confirm it there.

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

Run in a terminal.

Claude Desktop
{
  "mcpServers": {
    "io.fless-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://mcp.fless.io/mcp"
      ]
    }
  }
}

claude_desktop_config.json

Step-by-step: add this in Claude

Remote URL or a command on your machine? How the two installs differ

Run on PlugMCP

Host a copy with our keys and logs.

A new server you create. It is not this listing's official endpoint. Use the publisher install when you want their URL and their credentials.

Launch

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Questions

How do I install Fless Apartment Hunt?
Copy the http config for Cursor, Claude Desktop, Claude Code, or VS Code on this page. It uses the publisher's install, not a PlugMCP proxy.
Does Fless Apartment Hunt need an API key?
No required environment variable is listed on this record.
What transport does Fless Apartment Hunt use?
Fless Apartment Hunt is reached over HTTP.
When was Fless Apartment Hunt last checked?
Last checked 2026-10-16. Apartment hunting in DC, Maryland and Virginia: research cities, build pre-filled hunt links.

Apartment hunting in DC, Maryland and Virginia: research cities, build pre-filled hunt links.

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 WalkRatingβ„’ 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.

βœ… 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/
β”œβ”€β”€ SKILL.md                 # when to use + the 4-step workflow
└── references/
    β”œβ”€β”€ HUNT_FIELDS.md       # exact field rules, 57 canonical amenity keys, restrictions, pricing
    β”œβ”€β”€ CITIES.md            # live + coming-soon cities (auto-generated from production API)
    β”œβ”€β”€ 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

How do I install Fless Apartment Hunt?
Copy the http config for Cursor, Claude Desktop, Claude Code, or VS Code on this page. It uses the publisher's install, not a PlugMCP proxy.
Does Fless Apartment Hunt need an API key?
No required environment variable is listed on this record.
What transport does Fless Apartment Hunt use?
Fless Apartment Hunt is reached over HTTP.
When was Fless Apartment Hunt last checked?
Last checked 2026-10-16. Apartment hunting in DC, Maryland and Virginia: research cities, build pre-filled hunt links.

No tool list yet. Remote servers get one after the first health check.

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