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Shopping & Commerce

Fless Apartment Hunt

Research neighborhoods and build apartment search forms in DC, Maryland and Virginia.

Fless helps renters explore cities and neighborhoods in the DC/Maryland/Virginia area with rent data, walkability scores, and amenities. Muse can research neighborhoods, compare areas, and generate pre-filled apartment hunt links to save time on searches.

Try asking Muse: "Show me neighborhoods in Alexandria with good transit scores and find apartments under $1500 a month."

Working now?
Working
Worked last 7 days
100% of checks
How to get it
Extra setup
Account
No account needed
Price
Not stated

Source: Found in the official MCP Registry (io.fless/mcp) · First listed September 25, 2026

Last 24 hours

Each bar is one check, every 15 minutes. Green means it answered. Last checked 8 min ago.

Is it safe to connect?

What Muse can see: It does not ask you to sign in, so it cannot see your accounts. It only sees what Muse sends it from your request.

Before it acts: Read what Muse plans to do before you approve it, and remove the app from Muse when you stop using it.

musedirectory.ai is not part of Meta. More about how Muse handles your information

How to add it to Muse

Not in Muse's Connectors list yet, but Muse can still use it. Copy the request below and paste it into Muse. Muse asks before it shares anything with the app's site. Meta does not review apps used this way, so only use ones you trust. We tested this in the Muse app on September 24, 2026: Muse used an app's link directly this way and returned a live answer.

Open Muse
https://mcp.fless.io/mcp

Not in Muse's Connectors list yet. Muse can still use it: its page gives you a request to paste into Muse.

Technical details: safety screening, tools, response time and recent checks

Response time at the last check: 413ms. Worked in 100% of checks over 30 days.

Screening · September 25, 2026

Screened, no issues found

MCP handshake
Pass
Answered in 1119ms
Domain against threat feeds (Cloudflare security DNS)
Pass
mcp.fless.io not flagged
Published packages against the OSV malicious-package database
n/a
No npm or PyPI package published
Hidden instructions or invisible characters in tool text
Pass
11 tools read, nothing found
Inputs asking for passwords, card numbers or seed phrases
Pass
None found
Domain and redirects
Pass
No redirects off the domain
AI review of purpose and tool behavior
Pass
No concerns

Screening looks for known threats and hidden instructions at the time of the check, and runs again weekly and whenever the tool list changes. It cannot see the server's code, so only connect what you need and review what Muse asks to do. How screening works.

Tools · 11

search_citiesList cities where Fless operates (live + coming soon). Returns ids needed for hunts.
get_city_overviewNeighborhood-level overview of a live city: median rents (1BR/2BR), walk/transit/bike scores per neighborhood.
get_neighborhoodFull detail for one neighborhood: rents, scores, POI counts, descriptions, nearby neighborhoods.
get_hunt_requirementsEvery hunt field, enum, and rule; canonical amenity keys; binary restrictions (55+, pets, smoking); transparent credit pricing. Read this before collecting a hunt brief.
build_hunt_linkValidate 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_linkAggregate status of a hunt link (created/opened/started) — no personal data.
request_cityRequest that Fless expand to a new city. Use when the user's target city is not currently served (Washington, DC / Maryland / Virginia only). Returns the total request count for that city. No account or email needed.
get_city_request_statsSee which cities have been requested most. Useful for telling users whether their city has demand.
searchSearch Fless content (cities, neighborhoods, hunt guide). Returns citable ids for fetch.
fetchFetch full content by id from search: markdown text + canonical url for citations.
submit_error_reportReport 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.

Recent checks

2026-09-28 09:01:31live · HTTP 200413ms
2026-09-28 06:45:53live · HTTP 2001120ms
2026-09-28 04:30:47live · HTTP 200478ms
2026-09-28 02:01:01live · HTTP 200940ms
2026-09-27 23:45:53live · HTTP 200705ms
2026-09-27 21:16:17live · HTTP 2003309ms
2026-09-27 19:01:06live · HTTP 2001722ms
2026-09-27 16:46:00live · HTTP 2003094ms
2026-09-27 14:46:01live · HTTP 2002215ms
2026-09-27 12:16:42live · HTTP 2002784ms
2026-09-27 10:01:55live · HTTP 2001486ms
2026-09-27 07:45:55live · HTTP 2001788ms

Link

https://mcp.fless.io/mcp

Questions about Fless Apartment Hunt in Muse

How do I connect Fless Apartment Hunt to Muse?

Not in Muse's Connectors list yet, but Muse can still use it. Paste this into Muse: "Use Fless Apartment Hunt to help me. It is a free service with an MCP server at https://mcp.fless.io/mcp. It does not need an API key. Ask me before you share anything with it." Muse asks before it shares anything with the app's site. Meta does not review apps used this way, so only use ones you trust. We tested this in the Muse app on September 24, 2026: Muse used an app's link directly this way and returned a live answer.

Is Fless Apartment Hunt working right now?

At the last check (September 28, 2026, 09:01 UTC) the endpoint was working, answering in 413ms. Over the last 7 days it answered 100% of health checks. It is checked every 15 minutes.

Is Fless Apartment Hunt safe to connect to Muse?

It was screened on September 25, 2026 with the result "screened, no issues found". Screening checks the domain against threat feeds and reads the tools for hidden instructions and requests for passwords or card numbers. It cannot see the server's code, so grant only the access you need.

What can Fless Apartment Hunt do in Muse?

It exposes 11 tools, including search_cities, get_city_overview, get_neighborhood, get_hunt_requirements. For example, you could ask Muse: "Show me neighborhoods in Alexandria with good transit scores and find apartments under $1500 a month."

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<a href="https://musedirectory.ai/connector/fless-apartment-hunt"><img src="https://musedirectory.ai/badge/fless-apartment-hunt.svg" alt="Fless Apartment Hunt on musedirectory.ai" width="236" height="40"></a>

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