Fless Apartment Hunt

Name: Fless Apartment Hunt
Author: io.fless

MCP serverMCP

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

by io.flessrepository ↗homepage ↗v1.4.1MIT

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Observed by Wellknown

Evidence

Everything here was measured by our prober or read from a registry. Nothing is self-reported.

30-day availability77/78 checks ok

when	check	result	http	latency	detail
3 h ago	mcp initialize	ok	200	26 ms	server fless 1.4.1 · protocol 2025-06-18 · 19 tools
10 h ago	mcp initialize	ok	200	27 ms	server fless 1.4.1 · protocol 2025-06-18 · 19 tools
17 h ago	mcp initialize	ok	200	28 ms	server fless 1.4.1 · protocol 2025-06-18 · 19 tools
23 h ago	mcp initialize	ok	200	26 ms	server fless 1.4.1 · protocol 2025-06-18 · 19 tools
30 h ago	mcp initialize	ok	200	28 ms	server fless 1.4.1 · protocol 2025-06-18 · 19 tools
2 d ago	mcp initialize	ok	200	29 ms	server fless 1.4.1 · protocol 2025-06-18 · 19 tools
2 d ago	mcp initialize	ok	200	28 ms	server fless 1.4.1 · protocol 2025-06-18 · 19 tools
2 d ago	mcp initialize	ok	200	35 ms	server fless 1.4.1 · protocol 2025-06-18 · 19 tools
2 d ago	mcp initialize	ok	200	34 ms	server fless 1.4.1 · protocol 2025-06-18 · 19 tools
3 d ago	mcp initialize	ok	200	29 ms	server fless 1.4.1 · protocol 2025-06-18 · 19 tools

Tools observed via MCP handshake

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 hu
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 tot
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 wh
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
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
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
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
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
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
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
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

Provenance

Where this record came from

Every source is kept verbatim. Field changes are logged as events.

Official MCP Registryio.fless/mcp

first seen 21 d ago · fetched 3 d agoopen ↗

PyPIfless-mcp

first seen 1 mo ago · fetched 3 d agoopen ↗

Field history (12 recent events)

6 d ago · observed · packageFacts → {"name":"fless-mcp","registry":"pypi","publishedAt":"2026-10-06T16:50:34.236634Z","latestVersion":"1.4.1"}
6 d ago · declared · version → "1.4.1"
9 d ago · observed · packageFacts → {"name":"fless-mcp","registry":"pypi","publishedAt":"2026-09-30T18:56:41.358433Z","latestVersion":"1.3.0"}
11 d ago · declared · version → "1.3.0"
21 d ago · observed · packageFacts → {"name":"fless-mcp","registry":"pypi","publishedAt":"2026-09-19T21:25:47.130332Z","latestVersion":"1.2.0"}
21 d ago · declared · summary → "Apartment hunting in DC, Maryland and Virginia: research cities, build pre-filled hunt links."
21 d ago · declared · name → "Fless Apartment Hunt"
21 d ago · declared · description → "Apartment hunting in DC, Maryland and Virginia: research cities, build pre-filled hunt links."
21 d ago · declared · publisherName → "io.fless"
21 d ago · declared · protocols → ["mcp"]
21 d ago · declared · repoUrl → "https://github.com/fless-io/skills"
21 d ago · declared · version → "1.2.0"

Fless Apartment Hunt

This record is unclaimed

Evidence

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Where this record came from