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8 clients · secrets stay placeholders

JSON (mcpServers)Claude CodeCodexOpenCodeCursorVS CodeGemini CLIGoose

{
  "mcpServers": {
    "fless": {
      "type": "http",
      "url": "https://mcp.fless.io/mcp"
    }
  }
}

claude mcp add --transport http fless https://mcp.fless.io/mcp

[mcp_servers.fless]
url = "https://mcp.fless.io/mcp"

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "fless": {
      "type": "remote",
      "url": "https://mcp.fless.io/mcp",
      "enabled": true
    }
  }
}

{
  "mcpServers": {
    "fless": {
      "type": "http",
      "url": "https://mcp.fless.io/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=fless&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vbWNwLmZsZXNzLmlvL21jcCJ9"
}

{
  "servers": {
    "fless": {
      "type": "http",
      "url": "https://mcp.fless.io/mcp"
    }
  }
}

{
  "mcpServers": {
    "fless": {
      "httpUrl": "https://mcp.fless.io/mcp"
    }
  }
}

extensions:
  "fless":
    enabled: true
    name: "fless"
    type: streamable_http
    uri: "https://mcp.fless.io/mcp"
    timeout: 300

Quality 86 / 100good

protocol75 · weight 25

warn
protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
n/a
protocol.statelessonly applies to 2026-07-28 servers
pass
protocol.transportstreamable HTTP
n/a
protocol.list_ttlonly applies to 2026-07-28 servers

authorizationn/a · weight 15

n/a
auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
n/a
auth.secret_in_urlno templated URL

tool hygiene100 · weight 30

pass
tools.descriptionsevery tool has a description
pass
tools.description_lengthdescriptions are concise
pass
tools.schemasevery tool has an object input schema
pass
tools.annotations19 of 19 tools declare readOnlyHint or destructiveHint
pass
tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
pass
tools.token_costabout 2,592 tokens to load every tool
pass
tools.api_dumptools are not a one-to-one API dump

stability75 · weight 15

warn
stability.changes9 tool changes in 30 days
pass
stability.rug_pullno tool changed its meaning under the same name

dependenciesn/a · weight 15

n/a
deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

19 tools, about 2,592 tokens to load them all · tool set 6b7e1fde642b · tools last changed 2026-10-06 · checked 2026-10-20 10:03 UTC

Tool changes

2026-10-06request_citychangeddescription
before
Request 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.
after · 69% of words in common
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.
2026-09-30realtor_get_hunt_statusadded
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.
2026-09-30realtor_send_to_clientadded
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.
2026-09-30realtor_add_building_to_huntadded
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).
2026-09-30realtor_curate_huntadded
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.
2026-09-30realtor_list_candidate_buildingsadded
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).
2026-09-30realtor_create_huntadded
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.
2026-09-30realtor_create_clientadded
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.
2026-09-30realtor_list_clientsadded
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).

Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 93 / 100

provenance75

liveness100

freshness100

hygiene100

+repository +dns-namespace +reachable +uptime-100% +updated-6d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remote	auth	reachable	uptime 30d	p50	protocol	last ok
`https://mcp.fless.io/mcp` streamable-http	none	yes	100%	622 ms	2025-11-25	2026-10-20

Tools (19)

`build_hunt_link`read-only	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`read-only	Aggregate status of a hunt link (created/opened/started) — no personal data.
`fetch`read-only	Fetch full content by id from search: markdown text + canonical url for citations.
`get_city_overview`read-only	Neighborhood-level overview of a live city: median rents (1BR/2BR), walk/transit/bike scores per neighborhood.
`get_city_request_stats`read-only	See which cities have been requested most. Useful for telling users whether their city has demand.
`get_hunt_requirements`read-only	Every hunt field, enum, and rule; canonical amenity keys; binary restrictions (55+, pets, smoking); transparent credit pricing. Read this before collecting a hunt brief.
`get_neighborhood`read-only	Full detail for one neighborhood: rents, scores, POI counts, descriptions, nearby neighborhoods.
`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_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_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_get_hunt_status`read-only	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.
`realtor_list_candidate_buildings`read-only	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_list_clients`read-only	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_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.
`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.
`search`read-only	Search Fless content (cities, neighborhoods, hunt guide). Returns citable ids for fetch.
`search_cities`read-only	List cities where Fless operates (live + coming soon). Returns ids needed for hunts.
`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.

Schemas: list_tools.

Similar MCP servers

Official server.json

{
  "name": "io.fless/mcp",
  "title": "Fless Apartment Hunt",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://mcp.fless.io/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.5.1",
  "repository": {
    "url": "https://github.com/fless-io/skills",
    "source": "github"
  },
  "description": "Apartment hunting in Florida, Georgia, Maryland, Virginia: rents, briefs, hunt links."
}