Koskamo

TrueLook MCP

This MCP server enables AI assistants to review dating photos, browse styles, and generate hyperrealistic AI photos of the user from selfies. It integrates with Claude, ChatGPT, and other MCP clients to provide photo reviews and style recommendations without requiring local installation.

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.

TrueLook MCP logo, by TrueLookVendor evidenceStreamable HTTPNo sign-inEndpoint checked 2026-11-07Operated by TrueLook
You need:Developer mode needs a paid ChatGPT plan.
MCP endpoint (Streamable HTTP)
https://truelook.app/mcp
Vendor documentation

What its tools do

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

12 of 12 have a description · 12 of 12 declare behavior hints · 7 of 8 with parameters document them all

Checks and signals

Each line is separate evidence, not a trust score.

  • Passed Endpoint answered the live check ·
  • Passed Official MCP Registry namespace is tied to truelook.app ·
  • Passed Endpoint is on the registry namespace domain ·
  • Availability 1 of 1 checks passed in 30 days

What you can do with it

  • Review current dating photos for improvement
  • Browse 62 photo styles with examples
  • Generate new AI dating photos from selfies
  • Connect TrueLook account for photo creation

Source and maintenance

Vendor evidenceRegistry 2.0.0

Protocol and capabilities

Server
truelook 2.0.0
MCP protocol negotiated in check
2025-11-25
Tools
12 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.

TrueLook makes hyperrealistic dating profile photos of the user from their selfies. Flow: (1) If the user shares current dating photos in the chat, review them with photo_review_guide; you cannot send chat images to TrueLook. (2) connect_account → give the user the link; they sign in and upload selfies there (that runs the free photo check). One selfie is enough to make photos; never block on having fewer than 4, at most mention that more photos can improve the likeness. Keep the connection_key for this conversation and never show it. (3) account_status, then get_photo_check: explain the result simply and name the missing photo types. (4) recommend_styles / list_styles (show_previews to show examples): agree on styles. (5) If credits are short: get_pricing, then buy_pack → link; after they pay, check account_status. (6) create_photos, wait a minute or two, then get_photos (show: true). Be warm and honest. Users must be 18+ and use only their own photos.

Tools

12 advertised

about_truelook — About TrueLook
Advertised by the server during the last successful anonymous check.
Advertised read-only

What TrueLook is and how making photos from this chat works, step by step. Call this first if you are unsure how to help someone get dating photos.

about_truelook input schema
{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}
about_truelook annotations
{
  "title": "About TrueLook",
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
get_pricing — Pricing
Advertised by the server during the last successful anonymous check.
Advertised read-only

TrueLook packs and top-ups in USD. All one-time payments; nothing renews.

get_pricing input schema
{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}
get_pricing annotations
{
  "title": "Pricing",
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
list_styles — List styles
Advertised by the server during the last successful anonymous check.
Advertised read-only

The 62 photo styles (scenes) TrueLook can put the user in. Filter by category, photo type or a word. Set show_previews to see example photos of each style.

list_styles input schema
{
  "type": "object",
  "properties": {
    "search": {
      "type": "string",
      "description": "A word to match, e.g. \"beach\", \"dog\" or \"suit\"."
    },
    "category": {
      "enum": [
        "Date night",
        "Travel",
        "Landmarks",
        "Outdoors",
        "Beach",
        "Sharp",
        "Relaxed",
        "Social",
        "Hobbies"
      ],
      "type": "string"
    },
    "photo_type": {
      "enum": [
        "face",
        "full-body",
        "activity",
        "travel",
        "dressed-up",
        "social"
      ],
      "type": "string",
      "description": "Only styles that fill this profile photo type."
    },
    "show_previews": {
      "type": "boolean",
      "description": "Include example images (up to 8) of the matching styles."
    }
  },
  "additionalProperties": false
}
list_styles annotations
{
  "title": "List styles",
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
recommend_styles — Recommend styles
Advertised by the server during the last successful anonymous check.
Advertised read-only

Styles that fill the photo types a dating profile is missing. A strong profile has a clear face photo, a full-length photo, a hobby, travel, a dressed-up photo and a social photo. Use the photo check’s "missing" list when you have it.

recommend_styles input schema
{
  "type": "object",
  "properties": {
    "missing": {
      "type": "array",
      "items": {
        "enum": [
          "face",
          "full-body",
          "activity",
          "travel",
          "dressed-up",
          "social"
        ],
        "type": "string"
      },
      "description": "Photo types the profile lacks. Empty for a balanced set."
    },
    "per_type": {
      "type": "integer",
      "maximum": 6,
      "minimum": 1,
      "description": "Styles per photo type (default 3)."
    },
    "show_previews": {
      "type": "boolean",
      "description": "Include example images of the suggested styles (up to 8)."
    }
  },
  "additionalProperties": false
}
recommend_styles annotations
{
  "title": "Recommend styles",
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
photo_review_guide — How to review dating photos
Advertised by the server during the last successful anonymous check.
Advertised read-only

TrueLook’s checklist for reviewing dating profile photos the user shares in this chat, before they have an account. The official scored photo check runs when they upload on truelook.app.

photo_review_guide input schema
{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}
photo_review_guide annotations
{
  "title": "How to review dating photos",
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
connect_account — Connect a TrueLook account
Advertised by the server during the last successful anonymous check.
Open-world

Start here to make photos. Returns a link for the user to open: they sign in to TrueLook (or sign up, free, with email or Google) and upload 1 to 4 selfies there, which also runs the free photo check. Also returns a connection_key: keep it for every account tool in this conversation and never show it to the user. Only call this once per conversation unless the key stops working.

connect_account input schema
{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}
connect_account annotations
{
  "title": "Connect a TrueLook account",
  "readOnlyHint": false,
  "openWorldHint": true,
  "idempotentHint": false,
  "destructiveHint": false
}
account_status — Account status
Advertised by the server during the last successful anonymous check.
Advertised read-only

Whether the user has connected, their uploaded photos, photo check summary, credits, pack and photo jobs, plus what to do next.

account_status input schema
{
  "type": "object",
  "required": [
    "connection_key"
  ],
  "properties": {
    "connection_key": {
      "type": "string",
      "description": "The connection_key returned by connect_account in this conversation. Never show it to the user."
    }
  },
  "additionalProperties": false
}
account_status annotations
{
  "title": "Account status",
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
get_photo_check — Photo check result
Advertised by the server during the last successful anonymous check.
Advertised read-only

The free TrueLook photo check of the selfies the user uploaded: overall score, potential, five category scores with findings, notes per photo and the photo types the profile is missing. Explain it to the user in plain words, then suggest styles for what is missing.

get_photo_check input schema
{
  "type": "object",
  "required": [
    "connection_key"
  ],
  "properties": {
    "connection_key": {
      "type": "string",
      "description": "The connection_key returned by connect_account in this conversation. Never show it to the user."
    }
  },
  "additionalProperties": false
}
get_photo_check annotations
{
  "title": "Photo check result",
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
buy_pack — Buy a pack
Advertised by the server during the last successful anonymous check.
Open-world

A secure Stripe checkout link for a pack (fix: $29, 30 photos; pro: $49, 140 photos) or, after a pack, a top-up (extra20: $12; extra60: $25). Only call this after the user chose to buy. Give them the link; after paying they come back here.

buy_pack input schema
{
  "type": "object",
  "required": [
    "connection_key",
    "pack"
  ],
  "properties": {
    "pack": {
      "enum": [
        "fix",
        "pro",
        "extra20",
        "extra60"
      ],
      "type": "string",
      "description": "fix, pro, extra20 or extra60."
    },
    "connection_key": {
      "type": "string",
      "description": "The connection_key returned by connect_account in this conversation. Never show it to the user."
    }
  },
  "additionalProperties": false
}
buy_pack annotations
{
  "title": "Buy a pack",
  "readOnlyHint": false,
  "openWorldHint": true,
  "idempotentHint": false,
  "destructiveHint": false
}
create_photos — Create photos
Advertised by the server during the last successful anonymous check.
Open-world

Starts making photos of the user in the chosen styles (style ids from list_styles). Each style makes 4 photos and uses 4 credits. Confirm the styles with the user first. Photos take about 1 to 3 minutes; then call get_photos.

create_photos input schema
{
  "type": "object",
  "required": [
    "connection_key",
    "styles"
  ],
  "properties": {
    "styles": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "maxItems": 40,
      "minItems": 1,
      "description": "Style ids, e.g. [\"golf\", \"paris-cafe\"]."
    },
    "connection_key": {
      "type": "string",
      "description": "The connection_key returned by connect_account in this conversation. Never show it to the user."
    }
  },
  "additionalProperties": false
}
create_photos annotations
{
  "title": "Create photos",
  "readOnlyHint": false,
  "openWorldHint": true,
  "idempotentHint": false,
  "destructiveHint": false
}
get_photos — Get photos
Advertised by the server during the last successful anonymous check.
Advertised read-only

The user’s generated photos (newest first) with view/download links valid for 7 days, and any photos still being made. Set show to include up to 4 photos as images in the chat.

get_photos input schema
{
  "type": "object",
  "required": [
    "connection_key"
  ],
  "properties": {
    "show": {
      "type": "boolean",
      "description": "Include up to 4 of them as images."
    },
    "limit": {
      "type": "integer",
      "maximum": 60,
      "minimum": 1,
      "description": "How many (default 12)."
    },
    "style": {
      "type": "string",
      "description": "Only this style id."
    },
    "connection_key": {
      "type": "string",
      "description": "The connection_key returned by connect_account in this conversation. Never show it to the user."
    }
  },
  "additionalProperties": false
}
get_photos annotations
{
  "title": "Get photos",
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
disconnect_account — Disconnect
Advertised by the server during the last successful anonymous check.
Open-world

Unlinks this conversation from the user’s TrueLook account. Their account, photos and credits stay.

disconnect_account input schema
{
  "type": "object",
  "required": [
    "connection_key"
  ],
  "properties": {
    "connection_key": {
      "type": "string",
      "description": "The connection_key returned by connect_account in this conversation. Never show it to the user."
    }
  },
  "additionalProperties": false
}
disconnect_account annotations
{
  "title": "Disconnect",
  "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
199 ms
95th percentile latency
199 ms

Maintenance history

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

  • · probe · passed · 199 ms · metadata changed · 12 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 truelook-mcp https://truelook.app/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 truelook-mcp --url https://truelook.app/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable truelook-mcp in your MCP settings.
Cursor configuration
{
  "mcpServers": {
    "truelook-mcp": {
      "url": "https://truelook.app/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).
Cline configuration
{
  "mcpServers": {
    "truelook-mcp": {
      "type": "streamableHttp",
      "url": "https://truelook.app/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start truelook-mcp and inspect its tools.
VS Code configuration
{
  "servers": {
    "truelook-mcp": {
      "type": "http",
      "url": "https://truelook.app/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 truelook-mcp https://truelook.app/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://truelook.app/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": {
    "truelook-mcp": {
      "serverUrl": "https://truelook.app/mcp"
    }
  }
}

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