io.fless/mcp

Fless Apartment Hunt

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

1.4.1
Version
remote
Transport
19
Tools

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Reviewed 1d ago.

  • tools: 19 tools scanned
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Tools (19)

  • search_cities

    List cities where Fless operates (live + coming soon). Returns ids needed for hunts.

  • get_city_overview

    Neighborhood-level overview of a live city: median rents (1BR/2BR), walk/transit/bike scores per neighborhood.

  • get_neighborhood

    Full detail for one neighborhood: rents, scores, POI counts, descriptions, nearby neighborhoods.

  • get_hunt_requirements

    Every 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_link

    Validate 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_link

    Aggregate status of a hunt link (created/opened/started) — no personal data.

  • request_city

    Request 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_stats

    See which cities have been requested most. Useful for telling users whether their city has demand.

  • search

    Search Fless content (cities, neighborhoods, hunt guide). Returns citable ids for fetch.

  • fetch

    Fetch full content by id from search: markdown text + canonical url for citations.

  • submit_error_report

    Report 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_clients

    Realtor 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_client

    Realtor 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/trial.

  • realtor_create_hunt

    Realtor 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; the hunt parks at awaiting_realtor_curation. Gated on an active subscription/trial.

  • realtor_list_candidate_buildings

    Realtor 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 curation status).

  • realtor_curate_hunt

    Realtor 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_notes?}] (hunt_building ids from realtor_list_candidate_buildings). Not gated.

  • realtor_add_building_to_hunt

    Realtor 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 matches: top 3 are named and nothing is added).

  • realtor_send_to_client

    Realtor 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_client_approval (the CLIENT releases outreach). Gated on an active subscription/trial.

  • realtor_get_hunt_status

    Realtor 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.