IRI Lab
REMOTE · AGI-IRI.RU
AI model ratings, Gateway prices in rubles, subscriptions and AI jobs in Russia. Read-only, no key.
Available components
Last scanned (9 hours ago)
Scores higher than 57% of remote servers
Reachable. Last reached 5 Nov 2026.
Category AI and Machine Learning
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 Usability71
- AI-judged instruction clarity (good).Pass
- Tool/resource definitions use about 426 tokens (~71/item across 6 items; 6 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management3
- Stability observed for 1 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 6 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 7 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a current MCP spec version (2026-07-28).Pass
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.
- 5 Nov 26 +1
- Stability: unverified → 0.03 ▲ functional
- 4 Nov 26 70
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://agi-iri.ru/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_256_GCM_SHA384 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=agi-iri.ru | CN=YR1,O=Let's Encrypt,C=US | 29 Aug 2026 | 27 Nov 2026 | RSA 4096 | SHA256-RSA | 52b85ca437ef7ab764d8e898a9b8cd40fa4 |
| SANs: agi-iri.ru, www.agi-iri.ru | ||||||
| CN=YR1,O=Let's Encrypt,C=US (CA) | CN=Root YR,O=ISRG,C=US | 3 Sept 2025 | 2 Sept 2028 | RSA 2048 | SHA256-RSA | a20253f15f2691c05dc1ce13b9bcca4e |
| CN=Root YR,O=ISRG,C=US (CA) | CN=ISRG Root X1,O=Internet Security Research Group,C=US | 13 May 2026 | 2 Sept 2032 | RSA 4096 | SHA256-RSA | f24b6d17f9d9ad7cb1c9fea78782699f |
Background: What to check on a remote MCP endpoint →
DNSSEC insecure
Validation of agi-iri.ru. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| ru. | present | 26734 | 8 | Verified |
| agi-iri.ru. | 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 |
| Header | Value |
|---|---|
| x-content-type-options | nosniff |
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://agi-iri.ru/mcp | Verified | 200 | |
| http (plaintext) | http://agi-iri.ru/mcp | HTTPS enforced | 301 | https://agi-iri.ru/_mcp/server.php |
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 →
get_connection_info ~30
Как подключить IRI Gateway: адрес API, формат ключа, документация, где получить ключ.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
get_gateway_prices ~47
Цены моделей IRI Gateway в рублях за 1M входных и выходных токенов.
| Name | Type | Req | Description |
|---|---|---|---|
| query | string | – | Необязательный фильтр по названию |
No output schema declared.
No examples provided.
get_model_rating ~63
Рейтинг нейросетей по внешним бенчмаркам LLM Stats: лучшие модели в целом или одного разработчика.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | Сколько строк вернуть |
| vendor | string | – | Разработчик, например Google или OpenAI |
No output schema declared.
No examples provided.
search_jobs ~74
Найти вакансии в сфере ИИ и машинного обучения в России: роль, компания, город, зарплата и ссылка.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | Сколько строк вернуть |
| location | string | – | Город, например «Москва» |
| query | string | – | Роль или компания, например «ml инженер» |
No output schema declared.
No examples provided.
search_models ~91
Найти нейросеть по названию или разработчику: место в рейтинге, контекст, цена в IRI Gateway и ссылка на страницу.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | Сколько строк вернуть |
| only_gateway | boolean | – | Только модели, доступные через IRI Gateway |
| query | string | yes | Название или разработчик, например «gemini» или «claude sonnet» |
No output schema declared.
No examples provided.
search_subscriptions ~66
Подписки на ИИ-сервисы с оплатой из России: ChatGPT, Claude, Gemini, Cursor и другие. Цена в рублях и ссылка. Оформляет человек на сайте.
| Name | Type | Req | Description |
|---|---|---|---|
| query | string | – | Сервис или тариф, например «claude max» |
No output schema declared.
No examples provided.
How do I install the IRI Lab MCP server?
IRI Lab is a hosted endpoint at https://agi-iri.ru/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 · agi-iri.ru
claude mcp add --transport http ru-agi-iri-iri-lab 'https://agi-iri.ru/mcp'
What is the IRI Lab MCP server?
IRI Lab is an MCP server listed in the public MCP registry as ru.agi-iri/iri-lab. AI model ratings, Gateway prices in rubles, subscriptions and AI jobs in Russia. Read-only, no key. This page covers its hosted endpoint (https://agi-iri.ru/mcp).
Is the IRI Lab MCP server safe to use?
IRI Lab scores 71 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 IRI Lab MCP server expose?
IRI Lab exposes 6 tools: search_models, get_model_rating, get_gateway_prices, search_subscriptions, search_jobs, get_connection_info. Their descriptions and schemas cost roughly 371 tokens of context every time the server is loaded.
Does the IRI Lab MCP server require authentication?
No. We connected to IRI Lab without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.
Is the IRI Lab MCP server still maintained?
IRI Lab 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.