Koskamo

IRI Lab MCP

This MCP server provides read-only access to IRI Lab's AI ecosystem data, including model ratings, gateway pricing in rubles, subscription marketplace items, and AI job listings. It allows agents to search for models, check ratings, retrieve pricing, and find job vacancies without requiring authentication.

Visit IRI Lab

Endpoint and access

No sign-in to connect and list tools. Individual tools may still need a vendor account, credentials, or permissions; check the documented prerequisites.

IRI Lab MCP logo, by IRI LabVendor evidenceStreamable HTTPNo sign-inEndpoint checked 2026-11-06Operated by IRI Lab
MCP endpoint (Streamable HTTP)
https://agi-iri.ru/mcp
Vendor documentation

What its tools do

6 tools, grouped by the hints the server advertises. Hints are self-declared, not verified behavior.

Read-only (6)

6 of 6 have a description · 6 of 6 declare behavior hints · 5 of 5 with parameters document them all

Checks and signals

Each line is separate evidence, not a trust score.

  • Passed Endpoint answered the live check ·
  • Passed Official MCP Registry namespace is tied to agi-iri.ru ·
  • Passed Endpoint is on the registry namespace domain ·
  • Availability 1 of 1 checks passed in 30 days

What you can do with it

  • Search for AI models and view their ratings
  • Retrieve IRI Gateway pricing in rubles
  • Find AI job vacancies by role and city
  • Get connection info for IRI Gateway

Source and maintenance

Vendor evidenceRegistry 1.0.0
mcp-registry: ru.agi-iri/iri-lab@1.0.0Project website

Protocol and capabilities

Server
iri-lab 1.0.0
MCP protocol negotiated in check
2025-11-25
Tools
6 advertised
Resources
Not advertised
Resource templates
Not advertised
Prompts
Not advertised
Server-advertised capabilities
{
  "tools": {}
}

Server-provided instructions

Untrusted server output shown for inspection. It is not Koskamo guidance and is excluded from knowledge search.

Справочник IRI Lab: нейросети и их рейтинг, цены IRI Gateway в рублях, подписки с оплатой из России, вакансии в ИИ. Только чтение. Оплату и оформление подписки выполняет человек на сайте.

Tools

6 advertised

search_models
Advertised by the server during the last successful anonymous check.
Advertised read-only

Найти нейросеть по названию или разработчику: место в рейтинге, контекст, цена в IRI Gateway и ссылка на страницу.

search_models input schema
{
  "type": "object",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Сколько строк вернуть"
    },
    "query": {
      "type": "string",
      "description": "Название или разработчик, например «gemini» или «claude sonnet»"
    },
    "only_gateway": {
      "type": "boolean",
      "description": "Только модели, доступные через IRI Gateway"
    }
  }
}
search_models annotations
{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
get_model_rating
Advertised by the server during the last successful anonymous check.
Advertised read-only

Рейтинг нейросетей по внешним бенчмаркам LLM Stats: лучшие модели в целом или одного разработчика.

get_model_rating input schema
{
  "type": "object",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Сколько строк вернуть"
    },
    "vendor": {
      "type": "string",
      "description": "Разработчик, например Google или OpenAI"
    }
  }
}
get_model_rating annotations
{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
get_gateway_prices
Advertised by the server during the last successful anonymous check.
Advertised read-only

Цены моделей IRI Gateway в рублях за 1M входных и выходных токенов.

get_gateway_prices input schema
{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "description": "Необязательный фильтр по названию"
    }
  }
}
get_gateway_prices annotations
{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
search_subscriptions
Advertised by the server during the last successful anonymous check.
Advertised read-only

Подписки на ИИ-сервисы с оплатой из России: ChatGPT, Claude, Gemini, Cursor и другие. Цена в рублях и ссылка. Оформляет человек на сайте.

search_subscriptions input schema
{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "description": "Сервис или тариф, например «claude max»"
    }
  }
}
search_subscriptions annotations
{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
search_jobs
Advertised by the server during the last successful anonymous check.
Advertised read-only

Найти вакансии в сфере ИИ и машинного обучения в России: роль, компания, город, зарплата и ссылка.

search_jobs input schema
{
  "type": "object",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Сколько строк вернуть"
    },
    "query": {
      "type": "string",
      "description": "Роль или компания, например «ml инженер»"
    },
    "location": {
      "type": "string",
      "description": "Город, например «Москва»"
    }
  }
}
search_jobs annotations
{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
get_connection_info
Advertised by the server during the last successful anonymous check.
Advertised read-only

Как подключить IRI Gateway: адрес API, формат ключа, документация, где получить ключ.

get_connection_info input schema
{
  "type": "object",
  "properties": {}
}
get_connection_info annotations
{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}

Prompts

Not advertised

No prompt definitions available.

Resources

Not advertised

No resource definitions available.

90-day uptime

A lightweight connection check about every six hours, sampled on hosts with many listings. It shows the server answered, not that its tools work.

Too few checks for a percentage yet (1 of 1 answered).

  1. 2026-11-07: 1 of 1 checks answered

30-day availability

Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.

Successful checks
1 of 1 (100%)
Average latency
864 ms
95th percentile latency
864 ms

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · probe · passed · 864 ms · metadata changed · 6 tool(s)

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers the remote server. Use --scope project to write .mcp.json for the repo.
Claude Code configuration
claude mcp add --transport http iri-lab-mcp https://agi-iri.ru/mcp

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).
Codex configuration
codex mcp add iri-lab-mcp --url https://agi-iri.ru/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable iri-lab-mcp in your MCP settings.
Cursor configuration
{
  "mcpServers": {
    "iri-lab-mcp": {
      "url": "https://agi-iri.ru/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).
Cline configuration
{
  "mcpServers": {
    "iri-lab-mcp": {
      "type": "streamableHttp",
      "url": "https://agi-iri.ru/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start iri-lab-mcp and inspect its tools.
VS Code configuration
{
  "servers": {
    "iri-lab-mcp": {
      "type": "http",
      "url": "https://agi-iri.ru/mcp"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.
Gemini CLI configuration
gemini mcp add --transport http iri-lab-mcp https://agi-iri.ru/mcp

Claude Desktop

Open Claude Settings > Connectors > Add custom connector, enter this server URL and enable it for the conversation. This is a manual remote-connector handoff, not a desktop JSON configuration.
Claude Desktop configuration
https://agi-iri.ru/mcp

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.
Windsurf configuration
{
  "mcpServers": {
    "iri-lab-mcp": {
      "serverUrl": "https://agi-iri.ru/mcp"
    }
  }
}

Let your agent find its tools

Find servers like IRI Lab MCP from your agent. Add Koskamo once to search the index for endpoints, access requirements, and client setup. Public discovery needs no key.

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