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

Read-only probes

AgentKernel AI model data

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si.agentkernel/models

agentkernel.siVerified

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

OtherIs AgentKernel AI model data down?Alternatives

12 of 22 checks passed

  • Handshake
  • Tools listed
  • Updated recently

Responded

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

Connect to server
Median latency
500 ms
Uptime, 30 days
Not measured
Last checked

Measurement details

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 500 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name agentkernel.

  • Pass
    Lists tools

    tools/list returned 6 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 500 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 500 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

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.

  • Fail
    Parameters documented

    7 of 26 parameters have a description (27%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Pass
    Website matches publisher

    The website host matches the reverse-domain namespace.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-10-14T14:56:12.824043Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Tools

  • best_for_task

    Ranks 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.

    Measured

  • cheaper_alternative

    For a model you use today, finds a cheaper model at most five performance-index points lower for the same usage.

    Measured

  • estimate_cost

    Monthly API cost at base rates for up to five models and a token volume, with the volume translated into words and pages.

    Measured

  • find_models

    Searches and filters the catalog of language models by name, provider, licence and privacy, sorted by performance, coding, agentic index, price or context.

    Measured

  • get_model

    Price, context window, performance/coding/agentic index with rank, licence, privacy, cost for a usage volume and cheaper or open alternatives for one language model.

    Measured

  • recommend_models

    Returns 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.

    Measured

Probe history

  • ok500 ms6 tools

Status and uptime

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Markdown

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HTML

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Uptime markdown

[![MCP Heartbeat uptime](https://mcpheartbeat.com/badge/si.agentkernel/models.svg?kind=uptime)](https://mcpheartbeat.com/s/si.agentkernel/models)

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Connect to this server

Claude Code

claude mcp add --transport http agentkernel-ai-model-data https://www.agentkernel.si/mcp

Cursor .cursor/mcp.json

{
  "mcpServers": {
    "agentkernel-ai-model-data": {
      "url": "https://www.agentkernel.si/mcp"
    }
  }
}

VS Code .vscode/mcp.json

{
  "servers": {
    "agentkernel-ai-model-data": {
      "type": "http",
      "url": "https://www.agentkernel.si/mcp"
    }
  }
}