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

Read-only probes

MCP server · Code & DevOps

KABO Indian Nutrition Index

ICMR-NIN nutrition for 52 Indian foods: protein, targets by age, cost ranking. Every answer cited.

Checks passed
15 / 22

0 failed · 7 not measured

Median response
599 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
8

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
103
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?
402

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 590 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-06-18, serverInfo.name kabo-nutrition.

  • Pass
    Lists tools

    tools/list returned 8 tools.

  • Pass
    Current protocol

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

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 599 ms over 2 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 606 ms over 2 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    2 of 2 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Pass
    Stable tool list

    No tool was removed and no required parameter was added in the last 30 days.

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

    12 of 12 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.

  • Not measured
    Website matches publisher

    This namespace is not a reverse domain, so the website comparison does not apply.

  • Pass
    Source repo linked

    A repository URL is on file.

  • Pass
    Repo owner matches

    The GitHub repository owner matches the namespace login.

  • Pass
    Recently updated

    Updated 2026-10-30T14:36:15.660635Z, within 180 days.

  • Not measured
    Open-source licence

    The GitHub licence lookup has not returned an OSI result yet.

Start using KABO Indian Nutrition Index

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 kabo-indian-nutrition-index https://kabo-nutrition-mcp.onrender.com/mcp

Capabilities

Tools 8

compare_foods

Compare 2-8 Indian foods side by side on a single nutrient (calcium, fibre, iron, protein), returning each food's headline value per 100 g, its other rows, and a source URL. Use this to answer 'which has more protein/iron/fibre'; use lookup_food for one food in depth. Read-only. Foods it cannot match are listed in not_found and the rest are still compared; an unsupported nutrient returns an error naming the valid ones.

Discovered
compare_products

Compare KABO products side by side: serving size, protein, calories and live price per serving for every pack size. Omit products to compare the whole range. Read-only.

Discovered
get_product

Get one KABO product in full: per-serving nutrition from its own panel, composition quoted from the product page, dietary suitability (vegan, lactose-free; not Jain-suitable), live price and stock for each pack size, price per serving, and a cart link or the store's UCP checkout profile. Read-only: it never places orders.

Discovered
list_products

List KABO's own nutrition shakes (each flavour) with per-serving protein, calories, fibre and vitamin count from each product's own nutrition panel, plus rating and product URL. Use first to see what KABO sells; then call get_product for price, stock and a cart link. Read-only, no side effects.

Discovered
lookup_food

Get nutrition facts for ONE Indian food: calcium, fibre, iron, protein per 100 g and per katori/serving, each with the source article URL to cite. Covers 60 foods (dals, millets, paneer, soya, nuts, fruit and more) from ICMR-NIN composition tables. Use compare_foods for several foods at once, search_guides for topics rather than single foods. Read-only, no side effects; if the food is not covered it returns found=false with the list of available foods instead of an error.

Discovered
protein_cost

Rank protein sources available in India by cost in rupees per 10 g of protein, cheapest first: soya chunks, dals, eggs, chana, curd, milk, paneer and protein powders. Use it to answer 'cheapest way to get protein in India'. Whole foods are reported as cheaper than every powder, including KABO's. Read-only; values are approximate typical retail prices, not live quotes.

Discovered
protein_target

Calculate a person's daily protein target in grams from body weight, using ICMR-NIN RDA 2020 (0.83 g/kg) and PROT-AGE guidance for older adults, with ranges for training, weight loss, pregnancy and breastfeeding, the per-meal threshold, and a link to the matching age guide. Nutrition information, not medical advice; kidney disease targets must come from a doctor. Pure calculation, read-only; returns an error if weight_kg is missing or not a number.

Discovered
search_guides

Keyword search across 1,308 Indian nutrition guides on kabo.co.in (age-by-age nutrition, deficiencies, gut health, supplements, recipes), returning titles and URLs to cite. Use for topic questions such as 'vitamin D deficiency in vegetarians'; use lookup_food for a single food's values. Read-only; results are ranked by word overlap with the title, and an empty list means no guide matched.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected590 ms8
Connected607 ms8