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Duskly

R0· no sign-in

MLS compliance for edited listing photos: classify edits, write disclosures, verify provenance.

v1.0.0 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality91strong
Trust82of 100
Uptime, 30 days96%
Latency p50356 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "duskly": {
      "type": "http",
      "url": "https://duskly.ai/mcp"
    }
  }
}
claude mcp add --transport http duskly https://duskly.ai/mcp
[mcp_servers.duskly]
url = "https://duskly.ai/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "duskly": {
      "type": "remote",
      "url": "https://duskly.ai/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "duskly": {
      "type": "http",
      "url": "https://duskly.ai/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=duskly&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vZHVza2x5LmFpL21jcCJ9"
}
{
  "servers": {
    "duskly": {
      "type": "http",
      "url": "https://duskly.ai/mcp"
    }
  }
}
{
  "mcpServers": {
    "duskly": {
      "httpUrl": "https://duskly.ai/mcp"
    }
  }
}
extensions:
  "duskly":
    enabled: true
    name: "duskly"
    type: streamable_http
    uri: "https://duskly.ai/mcp"
    timeout: 300

Quality 91 / 100strong

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-06-18; 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.annotations10 of 10 tools declare readOnlyHint or destructiveHint
  • pass
    tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
  • pass
    tools.token_costabout 2,122 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changes1 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

10 tools, about 2,122 tokens to load them all · tool set 5bf0a5307b8f · tools last changed 2026-10-19 · checked 2026-10-20 11:40 UTC

Tool changes

  • duskly_get_listing_packchangeddescription
    before

    Everything a paid listing returns: the download link for the archive, the disclosure wording for every edited photo, and the public page showing the unaltered originals. Requires the listing to have been paid for. An unpaid listing returns the checkout URL instead, for a person to open. The disclosure wording is generated per photo and per publishing surface. The duty to publish it falls on the licensee publishing the listing, not on the software.

    after · 98% of words in common

    Everything a paid listing returns: the download link for the archive, the disclosure wording for every edited photo, and the public page showing the originals. Requires the listing to have been paid for. An unpaid listing returns the checkout URL instead, for a person to open. The disclosure wording is generated per photo and per publishing surface. The duty to publish it falls on the licensee publishing the listing, not on the software.

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 82 / 100

no-repository
provenance55
liveness98
freshness100
hygiene80

+dns-namespace +website +reachable +uptime-96% +updated-25d-ago -no-repository

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

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://duskly.ai/mcp streamable-httpnoneyes96%356 ms2025-06-182026-10-20

Tools (10)

duskly_classify_editread-onlyWhether a given edit to a real estate listing photo must be disclosed, and whether any market prohibits it outright. Use this before telling someone an edit is safe to publish. Returns Duskly's classification with the reasoning behind it, drawn from rulebooks read directly rather than summarised from secondary sources. Classifications: "disclosable" (permitted with disclosure), "ambiguous" (no rulebook names it explicitly; Duskly discloses by default), "prohibited" (one or more markets forbid it even with disclosure), "exempt". Note that "prohibited" means prohibited somewhere, not everywhere. Read carve_out when present.
duskly_generate_disclosureread-onlyThe exact disclosure text to publish alongside an edited listing photo, written for each surface it has to appear on: the MLS photo description, public remarks, print, and the syndication feed. Surfaces have different character budgets, so the wording differs per surface rather than being one sentence repeated. Anything that exceeds its budget is reported in over_limit instead of being silently truncated. Supply original_url when the unaltered original is published somewhere, which California Bus. & Prof. Code §10140.8 requires for listings there. Supply required_string only when a jurisdiction mandates exact wording; it is then used verbatim and never paraphrased. The disclosure duty falls on the licensee publishing the listing, not on the software or the photographer. This generates the wording; a licensee publishes it.
duskly_get_checkout_urlA Stripe Checkout URL for an unpaid listing, for a **person** to open and pay. Duskly does not take payment through MCP and no agent completes a purchase. Give this URL to the person you are working for; once they have paid, the listing is unlocked and duskly_get_listing_pack returns the deliverables. Returns an error for a listing that is already paid.
duskly_get_listingread-onlyThe state of a Duskly listing: how many photos it holds, which have been edited, whether it has been paid for, and how much of its render budget remains. Takes the listing id from the listing URL. Possession of that id is what authorises this, exactly as it does on the website. Use this before duskly_get_listing_pack to check whether a listing has been paid for.
duskly_get_listing_packread-onlyEverything a paid listing returns: the download link for the archive, the disclosure wording for every edited photo, and the public page showing the originals. Requires the listing to have been paid for. An unpaid listing returns the checkout URL instead, for a person to open. The disclosure wording is generated per photo and per publishing surface. The duty to publish it falls on the licensee publishing the listing, not on the software.
duskly_get_pricingread-onlyDuskly's price and what a paid listing returns. Use this when someone asks what it costs or what they get. Editing is not available over MCP: renders spend model credit and require a browser session. Send the person to the URL in the response to do the work.
duskly_list_editsread-onlyEvery edit Duskly performs, with what it does and how it is classified for disclosure. Use this to pick the right edit for what someone is asking for, and to see in one call which ones carry compliance consequences.
duskly_list_prohibited_alterationsread-onlyEdits that are prohibited outright in one or more markets and are never made acceptable by adding a disclosure. Use this when someone asks to remove, conceal or change something in a property photo and you need to know whether a label would make it acceptable. For these, it does not.
duskly_start_listingread-onlyReturns the URL a person should open to upload listing photos and run an edit themselves. Use this when someone wants an edit performed. Editing is deliberately not callable over MCP: a render spends model credit and is gated behind a browser check that an automated client cannot pass. Hand the person the link rather than attempting the edit.
duskly_verify_imageread-onlyInspect an image for provenance signals: an invisible Duskly watermark, IPTC digital source type metadata, and whether a C2PA container appears present. Works on images Duskly did not produce. Read the result carefully before repeating it. This is a limited inspection report, not a certificate of authenticity or compliance. **The absence of a mark is not evidence that an image is a camera capture** — most AI editors write nothing at all, and Duskly's own paid downloads are deliberately unmarked. The C2PA field reports only that a container appears present: manifests are not parsed, signatures are not validated, and Duskly does not sign them. Prefer repeating the summary lines over paraphrasing individual fields.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "ai.duskly/duskly",
  "title": "Duskly",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://duskly.ai/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "websiteUrl": "https://duskly.ai/mcp-server",
  "description": "MLS compliance for edited listing photos: classify edits, write disclosures, verify provenance."
}