io.fless/mcp · v1.5.1 · communication
Fless Apartment Hunt is healthy: it completed an MCP handshake in 3227 ms and exposes 19 tools. It scores 62/100.
Apartment hunting in Florida, Georgia, Maryland, Virginia: rents, briefs, hunt links.
Endpoint: https://mcp.fless.io/mcp (streamable-http)
Repository · JSON · Add to my inventory
| health | 17 / 25 |
| authEase | 15 / 15 |
| toolQuality | 15 / 15 |
| maintenance | 7 / 15 |
| adoption | 0 / 10 |
| usage | 0 / 10 |
| security | 8 / 10 |
Scoring v0.3, computed 2026-10-15T02:41:09.309Z.
| Checked (UTC) | Status | Latency | Error |
|---|---|---|---|
| 2026-10-15T00:25:49.271Z | Healthy | 3227 |
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 awai |
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 |
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 n |
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 |
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. |