Duskly MCP

An MCP server that provides tools for real estate listing photo editing, including day-to-dusk conversion, virtual staging, sky replacement, and decluttering. It also offers MLS compliance features by generating required disclosure wording for edited photos and verifying image provenance to ensure adherence to MLS rules.

Endpoint and access

No sign-in to connect and list tools. Individual tools may still need a vendor account, credentials, or permissions; check the documented prerequisites.

Vendor evidenceStreamable HTTPNo sign-inEndpoint checked 2026-11-07Operated by Duskly

MCP endpoint (Streamable HTTP)

https://duskly.ai/mcp

Vendor documentation

What its tools do

10 tools, grouped by the hints the server advertises. Hints are self-declared, not verified behavior.

Can change data (1)

duskly_get_checkout_url

10 of 10 have a description · 10 of 10 declare behavior hints · 7 of 7 with parameters document them all

Checks and signals

Each line is separate evidence, not a trust score.

Passed Endpoint answered the live check · Nov 7, 2026, 2:29 AM UTC
Passed Official MCP Registry namespace is tied to duskly.ai · Nov 7, 2026, 12:02 AM UTC
Passed Endpoint is on the registry namespace domain · Nov 7, 2026, 12:02 AM UTC
Availability 1 of 1 checks passed in 30 days

What you can do with it

Generate twilight versions of daytime exterior photos
Apply virtual staging in various styles to furnished rooms
Generate MLS-compliant disclosure wording for edited images
Verify if a listing photo has been altered using provenance checks

Source and maintenance

Vendor evidenceRegistry 1.0.0

mcp-registry: ai.duskly/duskly@1.0.0 Project website

Protocol and capabilities

Server: duskly-mcp-server 1.0.0
MCP protocol negotiated in check: 2025-06-18
Tools: 10 advertised
Resources: Not advertised
Resource templates: Not advertised
Prompts: Not advertised

Server-advertised capabilities

{
  "tools": {
    "listChanged": false
  }
}

Server-provided instructions

Untrusted server output shown for inspection. It is not Koskamo guidance and is excluded from knowledge search.

Duskly edits real estate listing photos and returns the unaltered original, the disclosure wording for where the photo is published, and a record of the edit. These tools cover the compliance half, which is the part that is free and the part most often got wrong. Use duskly_classify_edit before telling anyone an edit is safe to publish, and duskly_generate_disclosure to produce the wording that has to accompany it. Editing is not callable here. A render spends model credit and sits behind a browser check an automated client cannot pass, so duskly_start_listing returns a link for a person to open instead. Duskly does not take payment through MCP. Two things to carry into any answer you give from these tools: the disclosure duty falls on the licensee publishing the listing rather than on the software, and the absence of a provenance mark is not evidence an image is a camera capture.

Tools

10 advertised

duskly_classify_edit — Classify a listing photo edit

Advertised by the server during the last successful anonymous check.

Advertised read-only

Whether 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" (most rulebooks Duskly has read do not name it; 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_classify_edit input schema

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "task"
  ],
  "properties": {
    "task": {
      "enum": [
        "day-to-dusk",
        "virtual-staging",
        "declutter",
        "occupied-to-vacant",
        "sky-replacement",
        "virtual-renovation"
      ],
      "type": "string",
      "description": "The edit being performed. One of: day-to-dusk, virtual-staging, declutter, occupied-to-vacant, sky-replacement, virtual-renovation."
    }
  },
  "additionalProperties": false
}

duskly_classify_edit annotations

{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}

duskly_generate_disclosure — Generate MLS disclosure wording

Advertised by the server during the last successful anonymous check.

Advertised read-only

The 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_generate_disclosure input schema

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "task"
  ],
  "properties": {
    "task": {
      "enum": [
        "day-to-dusk",
        "virtual-staging",
        "declutter",
        "occupied-to-vacant",
        "sky-replacement",
        "virtual-renovation"
      ],
      "type": "string",
      "description": "The edit being performed. One of: day-to-dusk, virtual-staging, declutter, occupied-to-vacant, sky-replacement, virtual-renovation."
    },
    "original_url": {
      "type": "string",
      "format": "uri",
      "description": "Public URL where the unaltered original can be viewed, if one is published."
    },
    "required_string": {
      "type": "string",
      "maxLength": 300,
      "description": "Exact wording a jurisdiction mandates. Used verbatim when supplied."
    }
  },
  "additionalProperties": false
}

duskly_generate_disclosure annotations

{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}

duskly_list_prohibited_alterations — Alterations no disclosure can cure

Advertised by the server during the last successful anonymous check.

Advertised read-only

Edits 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_list_prohibited_alterations input schema

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {},
  "additionalProperties": false
}

duskly_list_prohibited_alterations annotations

{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}

duskly_list_edits — List available edits and their compliance status

Advertised by the server during the last successful anonymous check.

Advertised read-only

Every 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_edits input schema

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {},
  "additionalProperties": false
}

duskly_list_edits annotations

{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}

duskly_verify_image — Check an image for provenance marks

Advertised by the server during the last successful anonymous check.

Advertised read-only

Inspect 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.

duskly_verify_image input schema

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "image_base64"
  ],
  "properties": {
    "image_base64": {
      "type": "string",
      "minLength": 1,
      "description": "Base64-encoded JPEG or PNG, up to 8MB decoded. A data: URL prefix is accepted and stripped."
    }
  },
  "additionalProperties": false
}

duskly_verify_image annotations

{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}

duskly_get_pricing — What Duskly costs and what a purchase includes

Advertised by the server during the last successful anonymous check.

Advertised read-only

Duskly'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_get_pricing input schema

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {},
  "additionalProperties": false
}

duskly_get_pricing annotations

{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}

duskly_start_listing — Get a link for a person to upload photos

Advertised by the server during the last successful anonymous check.

Advertised read-only

Returns 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_start_listing input schema

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "task": {
      "enum": [
        "day-to-dusk",
        "virtual-staging",
        "declutter",
        "occupied-to-vacant",
        "sky-replacement",
        "virtual-renovation"
      ],
      "type": "string",
      "description": "Preselects the edit on the page, when known."
    }
  },
  "additionalProperties": false
}

duskly_start_listing annotations

{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}

duskly_get_listing — Look up a listing

Advertised by the server during the last successful anonymous check.

Advertised read-only

The 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 input schema

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "listing_id"
  ],
  "properties": {
    "listing_id": {
      "type": "string",
      "pattern": "^listing_[a-f0-9]+$",
      "description": "The listing id, the part of a Duskly listing URL after /listing/."
    }
  },
  "additionalProperties": false
}

duskly_get_listing annotations

{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}

duskly_get_listing_pack — Get the deliverables for a paid listing

Advertised by the server during the last successful anonymous check.

Advertised read-only

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.

duskly_get_listing_pack input schema

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "listing_id"
  ],
  "properties": {
    "listing_id": {
      "type": "string",
      "pattern": "^listing_[a-f0-9]+$",
      "description": "The listing id, the part of a Duskly listing URL after /listing/."
    }
  },
  "additionalProperties": false
}

duskly_get_listing_pack annotations

{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}

duskly_get_checkout_url — Get a payment link for a listing

Advertised by the server during the last successful anonymous check.

Open-world

A 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_checkout_url input schema

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "listing_id"
  ],
  "properties": {
    "listing_id": {
      "type": "string",
      "pattern": "^listing_[a-f0-9]+$",
      "description": "The listing id, the part of a Duskly listing URL after /listing/."
    }
  },
  "additionalProperties": false
}

duskly_get_checkout_url annotations

{
  "readOnlyHint": false,
  "openWorldHint": true,
  "idempotentHint": false,
  "destructiveHint": false
}

Prompts

Not advertised

No prompt definitions available.

Resources

Not advertised

No resource definitions available.

30-day availability

Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.

Successful checks: 1 of 1 (100%)
Average latency: 327 ms
95th percentile latency: 327 ms

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

Nov 7, 2026, 2:29 AM UTC · probe · passed · 327 ms · metadata changed · 10 tool(s)

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers the remote server. Use --scope project to write .mcp.json for the repo.

Claude Code configuration

claude mcp add --transport http duskly-mcp https://duskly.ai/mcp

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).

Codex configuration

codex mcp add duskly-mcp --url https://duskly.ai/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable duskly-mcp in your MCP settings.

Cursor configuration

{
  "mcpServers": {
    "duskly-mcp": {
      "url": "https://duskly.ai/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).

Cline configuration

{
  "mcpServers": {
    "duskly-mcp": {
      "type": "streamableHttp",
      "url": "https://duskly.ai/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start duskly-mcp and inspect its tools.

VS Code configuration

{
  "servers": {
    "duskly-mcp": {
      "type": "http",
      "url": "https://duskly.ai/mcp"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.

Gemini CLI configuration

gemini mcp add --transport http duskly-mcp https://duskly.ai/mcp

Claude Desktop

Open Claude Settings > Connectors > Add custom connector, enter this server URL and enable it for the conversation. This is a manual remote-connector handoff, not a desktop JSON configuration.

Claude Desktop configuration

https://duskly.ai/mcp

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.

Windsurf configuration

{
  "mcpServers": {
    "duskly-mcp": {
      "serverUrl": "https://duskly.ai/mcp"
    }
  }
}

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Prove ownership with a DNS record, a well-known file, or your Official MCP Registry entry, and your edits publish immediately. Proofs are re-checked weekly; admins can still hide or remove a listing.

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Duskly MCP

Endpoint and access

What its tools do

Read-only (9)

Can change data (1)

Checks and signals

What you can do with it

Source and maintenance

Protocol and capabilities

Server-provided instructions

Tools

Prompts

Resources

30-day availability

Maintenance history

Connect from your client

Claude Code

Codex

Cursor

Cline

VS Code

Gemini CLI

Claude Desktop

Windsurf

Let your agent find its tools

Other productivity and knowledge servers

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