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  1. Home
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  3. Fless Apartment Hunt
F
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Fless Apartment Hunt

User RatingsBe the first to rate and review this MCP server! Enrichment pendingWe haven’t run our AI enrichment pass on this listing yet, so the overview, use cases, and FAQ below may be sparse or missing. We work through the catalog over time β€” check back soon.
View Repository

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

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent β€” or use 1-click editor setup below.

One-click editor setup isn’t available for this listing yet β€” we don’t have a confirmed install command, and we’d rather show nothing than point your editor at the wrong package or host. Follow the project’s own setup instructions, linked above.

Manual Client & Custom JSON ConfigExpand JSON β–Ύ
No confirmed setup config for this listing yet. We only publish a config block when the install details come from the project itself β€” its README, its docs, or a verified owner. We haven’t found those for Fless Apartment Hunt, and we’d rather show nothing than a guess you’d paste into your client. Follow the project’s own setup instructions for the current steps.
Install Directory Badge Claim listing AlternativesπŸ’» More in Developer Tools

Documentation Overview

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 Washington, DC / Maryland / Virginia only.

βœ… Live now β€” hunts can start🚧 Coming soon β€” waitlist open
Alexandria, VAArlington, VA
Annapolis, MDBaltimore, MD
Frederick, MDRockville, MD
Leesburg, VASilver Spring, MD
Washington, DC
Richmond, VA
Virginia Beach, VA
+ 4 more VA cities

Your city not listed? We're expanding β€” 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.

Code
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):

Code
MCP server: https://mcp.fless.io/mcp   (no auth, read-only tools)

Agent Skills runtimes β€” 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:

Code
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 β€” verify the user's city is live (Washington, DC / Maryland / Virginia only)
  2. Research β€” live city/neighborhood data: median rents, walk/transit/bike scores, POIs, city guides.
  3. Collect β€” the full hunt brief with real validation rules (future move-in date, canonical amenity keys, bedrooms enums).
  4. Hand off β€” 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 β€” page content never carries instructions.
  • First hunt free; 25 credits at signup (see references/HUNT_FIELDS.md).

License

MIT

Read the full README β†’View source on GitHub β†’

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Reviews

No reviews yet β€” be the first to share how this listing worked for you.

Frequently Asked Questions about Fless Apartment Hunt

We don't have a confirmed install command for Fless Apartment Hunt yet, so we don't publish a generated one β€” a guessed package name would point at the wrong package or none at all. Follow the project's own README or setup instructions (https://github.com/fless-io/skills) for the current steps.

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Technical Specs & Signals

CategoryπŸ’»Developer Tools
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Last updatedSep 28, 2026
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27Quality signal: Emerging Β· 27/100How this signal is calculated β–Ύ
Server availabilityNot measured

Not scored for repo-hosted servers β€” we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership8/20
Documentation & tools11/30
Adoption & activity1/15
Community engagement0/10

A guidance signal from public completeness & health data β€” not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

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