MCP HeartbeatTHE MCP OBSERVATORY
Public workspace

Explore

Evidence for your next connection.

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

Read-only probes

MCP server · Data access / search

MALAI GLP-1 Nutrition (no account)

Free GLP-1 nutrition facts: USDA food lookup, protein and calorie targets, medication guides.

Checks passed
13 / 22

1 failed · 8 not measured

Median response
465 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
5

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Outdated check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 465 ms.

  • Pass
    Valid handshake

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

  • Pass
    Lists tools

    tools/list returned 5 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 465 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 465 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 17 parameters have a description (100%). 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 2026-11-04T11:35:27.527264Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using MALAI GLP-1 Nutrition (no account)

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 malai-glp-1-nutrition-no-account https://mcp.itsmalai.com/open

Capabilities

Tools 5

malai_calculate_daily_targets

MALAI: Estimate daily calories, protein, carbs, fat and fiber from sex, age, height, weight, activity and goal, with MALAI's safety limits (a calorie floor and a cap on the rate of loss). Same calculator the MALAI app uses. Use for "how many calories should I eat on Wegovy", "what macros to lose 1 lb a week". Adults only. Don't use for a signed-in user's saved targets (that is malai_get_nutrition_targets).

Discovered
malai_calculate_protein_target

MALAI: Calculate a daily protein range for someone on a GLP-1 medication from their body weight: 1.2–1.6 g per kg, the 2025 joint advisory range for weight loss, split into per-meal amounts. Same method as MALAI's protein calculator. Use for "how much protein should I eat on Zepbound", "I weigh 210 lb, what's my protein target". Don't use for a signed-in user's saved MALAI target (that is malai_get_nutrition_targets).

Discovered
malai_get_medication_guide

MALAI: Get MALAI's guide to a GLP-1 medication (Ozempic, Wegovy, Mounjaro or Zepbound): dose steps, common side effects with trial frequencies and food tips, what to eat, treatment phases, the first week, and FAQs, citing prescribing information. Use for "what are Mounjaro side effects", "what should I eat in my first week on Wegovy". Never use it to recommend a dose change, skipping or stopping; tell the user to ask their prescriber.

Discovered
malai_how_to_connect

MALAI: Explain what connecting a MALAI account adds (logging food by describing it, protein left today, personal targets, saved recipes, next-meal ideas) and how to connect it to this assistant. Use when the user wants to log food, track progress, or ask about their own numbers while only the open MALAI tools are available.

Discovered
malai_search_foods

MALAI: Look up nutrition for a food in MALAI's database (USDA FoodData Central, US foods): calories, protein, carbs, fat, fiber, saturated fat and sugar per serving (or per 100 g), plus the share of calories from protein. Use for "how much protein is in cottage cheese", "compare tofu and chicken", "is a turkey sandwich high in protein". A null value means unknown, not zero. Don't use to log food (that needs a MALAI account: malai_how_to_connect).

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected465 ms5