Ask "can I make vitamin D right now?" for anywhere on Earth. The answer accounts for your skin type, your age, how much skin is exposed, and the weather that is actually happening — not a seasonal average. Live UV from Open-Meteo over a Madronich clear-sky model. **Nine tools need no account:** current status, today's window, the whole year for one city, a comparison across cities, a five-day forecast, sun times, city search and a session estimator. **Six more work with a connected account** (OAuth 2.1, dynamic client registration + PKCE): your profile, your cities, and a sun history you can read, answer and correct from the conversation. Clients that support MCP Apps render six inline widgets — the day's verdict, the year as a strip, a city comparison, a forecast, an editable profile and a tappable calendar. Clients that do not get exactly the same answer as text. - Public endpoint (no auth): `https://getvitamind.app/api/mcp/mcp` - Account endpoint (OAuth): `https://getvitamind.app/api/mcp-auth/mcp` - Setup guide: https://getvitamind.app/connect Send both `content-type: application/json` and `accept: application/json, text/event-stream`. Without the event-stream part the server replies 406 before running anything.

MCP readiness

B · 83/100

Readiness is how fully this listing follows its protocol and how it behaved in our probes over 30 days. It is shown for reference and does not move it in search. Search order and leaderboards use the separate quality grade (here C+, 70.0/100), which weighs availability, conformance, p95 speed and descriptor. How the two differ

Valid MCP handshake	10/10	initialize and tools/list both answered.
Live MCP endpoint	23/25	Endpoint answers the MCP initialize handshake (5053 ms); very slow response -2.
Protocol revision	8/10	Speaks MCP 2025-11-25, 1 revision(s) behind 2026-07-28.
Signed descriptor	n/a	No MCP standard defines a signed server descriptor.
Uptime (30 days)	13/15	26/30 probes succeeded over 30 days (87%).
Tool declaration	10/10	Lists 15 tool(s) with descriptions.
Verified identity	5/10	Publisher declared (repository, package or homepage); claim this listing to verify domain control.
Freshness + modern flags	4/5	seen in a source within 7 days.
Auth declaration	2/5	Declares credential scheme: smithery_api_key.

Applicable criteria total 90 points, scaled to 100.

Responsiveness: Very slow (5053 ms; bands ≤2.5 s, ≤5 s, ≤8 s, slower; penalty only).

Measured 2026-11-11.

Nine criteria, the same as the A2A readiness score, read from our daily MCP probe (initialize + tools/list) and 30-day probe history. No MCP standard defines a signed server descriptor, so that criterion is n/a and the other 90 points are scaled to 100. Grades: A>=90, B>=75, C>=60, D>=40, F<40. Display only: search order uses the quality grade.

Compared with peers

Against 53,039 reachable MCP servers in our daily snapshot (2026-11-12 06:46 UTC). Display only; it does not change search order.

Readiness: Higher than 60% of peers; This listing 83 · peer median 81
Latency: Faster than 33% of peers; This listing 482 ms · peer median 326 ms

Where it loses the most points, and how to win them back

Verified identity −5 — Claim the listing and prove control of its domain.
Now: Publisher declared (repository, package or homepage); claim this listing to verify domain control.
Auth declaration −3 — State how to authenticate (an auth scheme, or that none is needed).
Now: Declares credential scheme: smithery_api_key.
Live MCP endpoint −2 — Answer initialize and tools/list at the declared endpoint.
Now: Endpoint answers the MCP initialize handshake (5053 ms); very slow response -2.

How many agent tools actually work · All statistics

Listed in

Directories this entry was found in.

smithery since 2026-08-03 ↗

How to connect

MCP endpoint (streamable-http)

https://server.smithery.ai/javimaligno/vitamind/mcp

JSON-RPC initialize probe

curl -X POST https://server.smithery.ai/javimaligno/vitamind/mcp \
  -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{}}'

Homepage

https://getvitamind.app

Listed at (smithery)

https://getvitamind.app