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Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · AI / LLM tooling

DatingProfile: AI dating photos

By datingprofile.app Verified namespace

Realistic AI dating photos of yourself from one selfie, from a chat: free photo review, 62 styles.

WebsiteCommunication & social
Connect to DatingProfile: AI dating photos
Checks passed
13 / 22

1 failed · 8 not measured

Median response
53 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
12

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Outdated check

Last connection measurement is over 24 hours old. Current availability is unknown.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
400
Publisher identityCan the publisher be traced to its source?
312

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 53 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name datingprofile.

  • Pass
    Lists tools

    tools/list returned 12 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 53 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 53 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Pass
    Parameters documented

    17 of 18 parameters have a description (94%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Pass
    Website matches publisher

    The website host matches the reverse-domain namespace.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-11-09T05:45:04.873801Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using DatingProfile: AI dating photos

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http datingprofile-ai-dating-photos https://datingprofile.app/mcp

Capabilities

Tools 12

about_datingprofile

What DatingProfile 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.

Discovered
account_status

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

Discovered
buy_pack

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.

Discovered
connect_account

Start here to make photos. Returns a link for the user to open: they sign in to DatingProfile (or sign up, free, with email or Google) and upload a selfie there (one is enough; up to 4 give a closer likeness), 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.

Discovered
create_photos

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.

Discovered
disconnect_account

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

Discovered
get_photo_check

The free DatingProfile 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.

Discovered
get_photos

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.

Discovered
get_pricing

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

Discovered
list_styles

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

Discovered
photo_review_guide

DatingProfile’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 datingprofile.app.

Discovered
recommend_styles

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.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected53 ms12

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