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."
Source: Found in the official MCP Registry (io.fless/mcp) · First listed September 25, 2026
Each bar is one check, every 15 minutes. Green means it answered. Last checked 3 h ago.
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
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.
https://mcp.fless.io/mcpNot in Muse's Connectors list yet. Muse can still use it: its page gives you a request to paste into Muse.
Fless Apartment Hunt is a remote MCP server, so any assistant that can add a custom connector by link can use it. Same link, same tools.
In ChatGPT, open Settings, then Connectors (called Apps & Connectors on some accounts).
Under Advanced settings, switch on Developer mode. That is what lets you add a connector by link.
Choose Create, give it a name, paste the link as the MCP server URL, and save. If it needs a sign-in, ChatGPT asks for it here.
Start a chat, open the tools menu, pick the connector, and ask. ChatGPT asks before it runs a tool the first time.
Custom connectors need a paid ChatGPT plan, and on Team, Enterprise and Edu accounts only an admin can add them. Our "Working" label means the server answered us; it cannot tell whether your plan lets you add it. All connectors that work in ChatGPT
In Claude, open Settings, then Connectors.
Choose Add custom connector, give it a name, and paste the link.
If it needs a sign-in, Claude sends you to it. Then turn the connector on in a chat from the tools menu and ask.
Custom connectors are available on paid Claude plans; on Team and Enterprise accounts an admin may need to add them. Our "Working" label means the server answered us; it cannot tell whether your plan lets you add it. All connectors that work in Claude
https://mcp.fless.io/mcpResponse time at the last check: 692ms. Worked in 99.1% of checks over 30 days.
Screened, no issues found
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.
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 (check live coverage first with search_cities). 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.realtor_list_clientsRealtor tool: requires Authorization: Bearer with an API key (create one at fless.io/realtor under API keys); anonymous calls return the structured UNAUTHORIZED error. Accepted clients (id, name, email) + pending invitations (email, expires).realtor_create_clientRealtor tool: requires Authorization: Bearer with an API key (create one at fless.io/realtor under API keys); anonymous calls return the structured UNAUTHORIZED error. Invite a client by email; the invitation email carries a 7-day accept link. Gated on an active subscription/triarealtor_create_huntRealtor tool: requires Authorization: Bearer with an API key (create one at fless.io/realtor under API keys); anonymous calls return the structured UNAUTHORIZED error. Create a hunt FOR one of your clients (fields mirror get_hunt_requirements). Returns hunt_id + matched_count; threaltor_list_candidate_buildingsRealtor tool: requires Authorization: Bearer with an API key (create one at fless.io/realtor under API keys); anonymous calls return the structured UNAUTHORIZED error. The matched candidate list for one of your hunts (counts + buildings with eligibility, distance, and your curatirealtor_curate_huntRealtor tool: requires Authorization: Bearer with an API key (create one at fless.io/realtor under API keys); anonymous calls return the structured UNAUTHORIZED error. Curate the candidate list WITHOUT sending: removals [{id, reason?}] and notes [{id, internal_notes?, client_noterealtor_add_building_to_huntRealtor tool: requires Authorization: Bearer with an API key (create one at fless.io/realtor under API keys); anonymous calls return the structured UNAUTHORIZED error. Search your hunt's building inventory by name and manually add the one unambiguous match into the hunt (several realtor_send_to_clientRealtor tool: requires Authorization: Bearer with an API key (create one at fless.io/realtor under API keys); anonymous calls return the structured UNAUTHORIZED error. Send the curated list to the client: every non-removed building becomes included and the hunt moves to awaiting_realtor_get_hunt_statusRealtor tool: requires Authorization: Bearer with an API key (create one at fless.io/realtor under API keys); anonymous calls return the structured UNAUTHORIZED error. Status of one of your hunts: review_state, counts, and the client's name.https://mcp.fless.io/mcpNot 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.
At the last check (November 13, 2026, 12:30 UTC) the endpoint was working, answering in 692ms. Over the last 7 days it answered 96.4% of health checks. It is checked every 15 minutes.
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.
It exposes 19 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."
This listing was added from public sources (Found in the official MCP Registry (io.fless/mcp)). If you build Fless Apartment Hunt, claim it to correct the details and get your badge.
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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>