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Evidence for your next connection.

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

Read-only probes

MCP server · AI / LLM tooling

Gravitate

Free bilingual dating guides, fictional profile examples, photo plans and observation scoring.

Checks passed
12 / 22

2 failed · 8 not measured

Median response
96 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
6

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Outdated check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?
310
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 96 ms.

  • Pass
    Valid handshake

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

  • Pass
    Lists tools

    tools/list returned 6 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 96 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 96 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.

  • Fail
    Parameters documented

    11 of 15 parameters have a description (73%). 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 2026-10-25T16:44:41.685319Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using Gravitate

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 gravitate https://joingravitate.com/mcp

Capabilities

Tools 6

build_photo_shoot_plan

Free; no account, payment or Gravitate credits. Use when a user wants a practical 15, 30 or 60 minute dating-photo shoot plan. Tailors curated advice to stated single-dad/returning-to-dating context, setting and photographer. No image generation, bookings, or inference about the user's identity.

Discovered
get_dating_guide

Free; no account, payment or Gravitate credits. Retrieve published English/French coaching articles for single dads, dating after 40 or divorce, and deciding whether to reconnect with an ex. Start with topic=catalog to choose a guide. Returns complete editorial content, update dates and canonical sources. General guidance only: no personalized diagnosis, guaranteed reconciliation or tactics to bypass someone's boundaries.

Discovered
get_photo_guidance

Free; no account, payment or Gravitate credits. Use when choosing dating-profile photos, understanding the Gravitate rubric, or asking about authentic image improvements. Retrieves published English/French guidance with a source URL. Choose methodology before supplying ranks. Does not inspect images or provide general relationship/reconciliation advice.

Discovered
get_profile_example

Free; no account, payment or Gravitate credits. Use when asked for an example bio and photo lineup for a single dad or someone returning to dating. Retrieves a clearly fictional, annotated example in English or French from a published article. It is not a real customer, personalized profile, image analysis or evidence of improved matches. Choose only the persona requested by the user.

Discovered
get_service_status

Free; no account, payment or Gravitate credits. Use when checking whether Gravitate can analyze photos, generate images, accept payments, or provide guidance. Returns actual enabled capabilities, free pricing and current limits. Does not enable paused services.

Discovered
score_photo_observations

Free; no account, payment or Gravitate credits. Use only with explicitly supplied 1–4 ranks for craft, face visibility/expression, pose, setting and signal, after reading the methodology. Calculates gravitate-v1 totals and caps for 1–6 anonymous observations. Accepts no images/URLs; performs no vision or AI inference. Does not measure beauty, age, identity, attraction percentiles or match probability. Never invent ranks from a request without observations.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected96 ms6