KABO Indian Nutrition Index
REMOTE · KABO-NUTRITION-MCP.ONRENDER.COM
ICMR-NIN nutrition for 52 Indian foods: protein, targets by age, cost ranking. Every answer cited.
Available components
Last scanned (5 hours ago)
Scores higher than 58% of remote servers
Reachable. Last reached 5 Nov 2026.
Category Health and Science
How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →
Endpoint Security74
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one. See how to fix → View diagnostics → Partial
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- HSTS check failed: the Strict-Transport-Security header is absent. See how to fix → View diagnostics → Fail
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability73
- AI-judged instruction clarity (excellent).Pass
- Context-footprint check failed: tool/resource definitions use about 1081 tokens (~135/item across 8 items; 8 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management20
- Stability observed for 6 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 8 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 9 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities60
- Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28. See how to fix → Fail
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 4 Nov 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 13 to 17. That category is still filling its 30-day observation window: 4 days of observed history at the previous scan, 5 at this one. The score rises as the window fills, whether or not the server changes.
- 2 Nov 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.
- 31 Oct 26 +10
- Authorization: unverified → partial ▲ security
- Tool “compare_foods” rewrote its description, which is the text the model reads security
- Tool “lookup_food” rewrote its description, which is the text the model reads security
- Tool “protein_cost” rewrote its description, which is the text the model reads security
- Tool “protein_target” rewrote its description, which is the text the model reads security
- Tool “search_guides” rewrote its description, which is the text the model reads security
- Schema quality: pass → fail ▼ functional
- Tool coverage: 60% → 100% ▲ functional
- Stability: unverified → 0.03 ▲ functional
- Schema quality: good → excellent functional
- Server version: 1.0.0 → 1.3.2 functional
- New tool “compare_products” functional
- New tool “get_product” functional
- New tool “list_products” functional
- “compare_foods” reworded the description of “foods” cosmetic
- “compare_foods” reworded the description of “nutrient” cosmetic
- “lookup_food” reworded the description of “food” cosmetic
- “lookup_food” reworded the description of “nutrient” cosmetic
- “protein_cost” reworded the description of “budget_inr” cosmetic
- “protein_target” reworded the description of “age” cosmetic
- “protein_target” reworded the description of “situation” cosmetic
- “protein_target” reworded the description of “weight_kg” cosmetic
- “search_guides” reworded the description of “limit” cosmetic
- “search_guides” reworded the description of “query” cosmetic
- Tool “compare_foods” changed its title: Compare Indian foods on a nutrient cosmetic
- Tool “lookup_food” changed its title: Look up an Indian food's nutrition cosmetic
- Tool “protein_cost” changed its title: Rank protein sources by cost (INR) cosmetic
- Tool “protein_target” changed its title: Calculate daily protein target cosmetic
- Tool “search_guides” changed its title: Search Indian nutrition guides cosmetic
- 30 Oct 26 60
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 5 Nov 2026 · Probed https://kabo-nutrition-mcp.onrender.com/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=onrender.com | CN=WE1,O=Google Trust Services,C=US | 21 Sept 2026 | 20 Dec 2026 | ECDSA 256 | ECDSA-SHA256 | 6eb1e3fe7d0631ea1337bfa4a321c137 |
| SANs: onrender.com, *.onrender.com | ||||||
| CN=WE1,O=Google Trust Services,C=US (CA) | CN=GTS Root R4,O=Google Trust Services LLC,C=US | 13 Dec 2023 | 20 Feb 2029 | ECDSA 256 | ECDSA-SHA384 | 7ff31977972c224a76155d13b6d685e3 |
| CN=GTS Root R4,O=Google Trust Services LLC,C=US (CA) | CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE | 15 Nov 2023 | 28 Jan 2028 | ECDSA 384 | SHA256-RSA | 7fe530bf331343bedd821610493d8a1b |
Background: What to check on a remote MCP endpoint →
DNSSEC insecure
Validation of kabo-nutrition-mcp.onrender.com. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| com. | present | 19718 | 13 | Verified |
| onrender.com. | absent | Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation |
Authentication No authorisation required
The endpoint answered without asking for a token. Anyone who knows the URL can reach it.
| Result | No authorisation required |
|---|---|
| HTTP status | 200 |
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://kabo-nutrition-mcp.onrender.com/mcp | Verified | 200 | |
| http (plaintext) | http://kabo-nutrition-mcp.onrender.com/mcp | HTTPS enforced | 301 | https://kabo-nutrition-mcp.onrender.com/mcp |
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
compare_foods Compare Indian foods on a nutrient ~160
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.
| Name | Type | Req | Description |
|---|---|---|---|
| foods | array | yes | 2 to 8 food names, e.g. ['rajma', 'chana', 'moong dal']. Unknown names are returned in not_found. |
| nutrient | string | – | The nutrient to compare on. Defaults to protein. |
No output schema declared.
No examples provided.
compare_products Compare KABO products and prices ~73
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.
| Name | Type | Req | Description |
|---|---|---|---|
| products | array | – | Optional product names, e.g. ['butter coffee', 'assorted']. Omit to compare all. |
No output schema declared.
No examples provided.
get_product Get a KABO product with live price ~108
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.
| Name | Type | Req | Description |
|---|---|---|---|
| product | string | yes | Product name or handle, e.g. 'butter coffee', 'white chocolate blueberry', 'assorted'. |
No output schema declared.
No examples provided.
list_products List KABO products ~75
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.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
lookup_food Look up an Indian food's nutrition ~182
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.
| Name | Type | Req | Description |
|---|---|---|---|
| food | string | yes | One food name in English or common Hindi, e.g. 'rajma', 'moong dal', 'paneer', 'ragi'. |
| nutrient | string | – | Optional. Return only this nutrient; omit to get every nutrient available for the food. |
No output schema declared.
No examples provided.
protein_cost Rank protein sources by cost (INR) ~124
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.
| Name | Type | Req | Description |
|---|---|---|---|
| budget_inr | number | – | Optional ceiling in rupees per 10 g of protein; only sources at or below it are returned. |
No output schema declared.
No examples provided.
protein_target Calculate daily protein target ~189
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.
| Name | Type | Req | Description |
|---|---|---|---|
| age | integer | – | Optional age in years; adds age-specific guidance (the per-meal threshold rises after about 50). |
| situation | string | – | Optional context echoed back, e.g. 'training', 'weight loss', 'pregnancy'. All situation ranges are always returned. |
| weight_kg | number | yes | Body weight in kilograms, e.g. 65. |
No output schema declared.
No examples provided.
search_guides Search Indian nutrition guides ~138
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.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | Maximum results to return, 1-25. Defaults to 8. |
| query | string | yes | Search words, e.g. 'protein after 40' or 'iron absorption vegetarian'. |
No output schema declared.
No examples provided.
How do I install the KABO Indian Nutrition Index MCP server?
KABO Indian Nutrition Index is a hosted endpoint at https://kabo-nutrition-mcp.onrender.com/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
remote · kabo-nutrition-mcp.onrender.com
claude mcp add --transport http guru-ragul-kabo-nutrition 'https://kabo-nutrition-mcp.onrender.com/mcp'
What is the KABO Indian Nutrition Index MCP server?
KABO Indian Nutrition Index is an MCP server listed in the public MCP registry as io.github.Guru-ragul/kabo-nutrition. ICMR-NIN nutrition for 52 Indian foods: protein, targets by age, cost ranking. Every answer cited. This page covers its hosted endpoint (https://kabo-nutrition-mcp.onrender.com/mcp).
Is the KABO Indian Nutrition Index MCP server safe to use?
KABO Indian Nutrition Index scores 72 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the KABO Indian Nutrition Index MCP server expose?
KABO Indian Nutrition Index exposes 8 tools: lookup_food, compare_foods, protein_target, protein_cost, search_guides, and 3 more. Their descriptions and schemas cost roughly 1,049 tokens of context every time the server is loaded.
Does the KABO Indian Nutrition Index MCP server require authentication?
No. We connected to KABO Indian Nutrition Index without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.
Is the KABO Indian Nutrition Index MCP server still maintained?
KABO Indian Nutrition Index is still listed as active in the MCP registry. We last reached this channel on 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.