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AgentKernel AI model data

R0· no sign-in

Live prices, rankings, licences and privacy of AI models: best model per task, costs, alternatives.

v1.0.0 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality81new
Trust83of 100
Uptime, 30 days100%
Latency p50235 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "models": {
      "type": "http",
      "url": "https://www.agentkernel.si/mcp"
    }
  }
}
claude mcp add --transport http models https://www.agentkernel.si/mcp
[mcp_servers.models]
url = "https://www.agentkernel.si/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "models": {
      "type": "remote",
      "url": "https://www.agentkernel.si/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "models": {
      "type": "http",
      "url": "https://www.agentkernel.si/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=models&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vd3d3LmFnZW50a2VybmVsLnNpL21jcCJ9"
}
{
  "servers": {
    "models": {
      "type": "http",
      "url": "https://www.agentkernel.si/mcp"
    }
  }
}
{
  "mcpServers": {
    "models": {
      "httpUrl": "https://www.agentkernel.si/mcp"
    }
  }
}
extensions:
  "models":
    enabled: true
    name: "models"
    type: streamable_http
    uri: "https://www.agentkernel.si/mcp"
    timeout: 300

Quality 81 / 100new

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene86 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations6 of 6 tools declare readOnlyHint or destructiveHint
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: best_for_task (destructiveHint); find_models (destructiveHint); recommend_models (destructiveHint); …
  • pass
    tools.token_costabout 1,078 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stabilityn/a · weight 15
  • n/a
    stability.changes, stability.rug_pulltool history recorded for 4 of the 7 days needed
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

6 tools, about 1,078 tokens to load them all · tool set 1e87b20dd07b · checked 2026-10-19 10:20 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 83 / 100

no-repository
provenance55
liveness100
freshness100
hygiene80

+dns-namespace +website +reachable +uptime-100% +updated-5d-ago -no-repository

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://www.agentkernel.si/mcp streamable-httpnoneyes100%235 ms2025-11-252026-10-19

Tools (6)

best_for_taskread-onlyRanks AI models for one task by performance only (price shown, never used for the rank). Tasks cover text, coding, agents, websites/UI/games/data viz, image generation and editing, video from text or image, video editing, text to speech, transcription, music and embeddings.
cheaper_alternativeread-onlyFor a model you use today, finds a cheaper model at most five performance-index points lower for the same usage.
estimate_costread-onlyMonthly API cost at base rates for up to five models and a token volume, with the volume translated into words and pages.
find_modelsread-onlySearches and filters the catalog of language models by name, provider, licence and privacy, sorted by performance, coding, agentic index, price or context.
get_modelread-onlyPrice, context window, performance/coding/agentic index with rank, licence, privacy, cost for a usage volume and cheaper or open alternatives for one language model.
recommend_modelsread-onlyReturns the best-fitting language models for a use case and monthly API budget using the published AgentKernel Fit Score (performance, cost, context, features), with optional privacy and licence requirements.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "si.agentkernel/models",
  "title": "AgentKernel AI model data",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://www.agentkernel.si/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "websiteUrl": "https://www.agentkernel.si/mcp-server/",
  "description": "Live prices, rankings, licences and privacy of AI models: best model per task, costs, alternatives."
}