Skip to content
anlyon.devby Anlyon

AgentCompute

io.github.Ockram4444/agentcomputeOckram4444streamable-httpv0.8.0Scanned

Free experimental GPU tools: text generation, images and audio transcription. Shared quotas; no SLA.

9 tools: 4 change things and 5 only read.

Tools: 0 delete, 0 irreversible, 4 write, 5 read.
  • Reads private data · 1
  • Reads text others write · 1
  • Can send data out · 0
  • No findings

Anlyon alternative

4 of these tools change something. Run those as governed actions.

Declare what an action changes, and Anlyon puts it under a shared limit, binds every approval to the exact request, and grades the outcome. It works on any HTTPS API you can describe as an action.

Anlyon does not run, proxy or govern this MCP server. A tool your own code calls directly is not routed through Anlyon and is not governed by it.

Import an OpenAPI spec →
Compare with similar serversMarkdownJSONReport this listing

Tools

Grouped by what each tool does, most consequential first. Open one for its reasons and full description; descriptions are the publisher's own words.

9 tools

Changes things 4Claude Code: ask
  • create_trial_accessCreate a private 24-hour trial token automatically.No findings

    Why it is in this group

    • The name "create_trial_access" says "create": a word for a change.
    Description, as the server wrote it
    Create a private 24-hour trial token automatically. No ChatGPT account, payment or manual setup. Audio: 3 jobs per session. Chat/images: 24 total submissions per rolling 24 hours, 10 per session/reported client, one active task per session, shared queue of 3. Global access issuance caps apply. Retain the token for upload and result retrieval. Reuse the session; never create new sessions to bypass quotas.

    Annotations the server declares

    • readOnlyHint: false
    • destructiveHint: false
    • idempotentHint: false
    • openWorldHint: false
  • submit_chat_jobQueue a free text task: draft, summarize, extract, translate text, reason or assist with code.No findings

    Why it is in this group

    • The name "submit_chat_job" says "submit": a word for a change.
    Description, as the server wrote it
    Queue a free text task: draft, summarize, extract, translate text, reason or assist with code. No code is executed. Provide user/assistant messages, explicit consent for nonconfidential permitted content, and a stable idempotency key. Returns immediately with a job ID. Poll get_studio_job. Uses the configured local model, no external AI fallback.

    Annotations the server declares

    • readOnlyHint: false
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false
  • submit_compute_jobBeta users must supply their uploaded asset_id and kind compute_job.No findings

    Why it is in this group

    • The name "submit_compute_job" says "submit": a word for a change.
    Description, as the server wrote it
    Beta users must supply their uploaded asset_id and kind compute_job. No accuracy guarantee is made for uploaded files. Owner legacy calls can queue the fixed synthetic benchmark. compute_job returns a transcript; delegated_task additionally requires word error rate at most 10% against the known reference. Returns a job_id to poll with get_compute_job. No payment is charged. Reuse the same idempotency_key for retries, and use a new key only for a new job.

    Annotations the server declares

    • readOnlyHint: false
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false
  • submit_image_jobQueue a free text-to-image task from a complete scene description.No findings

    Why it is in this group

    • The name "submit_image_job" says "submit": a word for a change.
    Description, as the server wrote it
    Queue a free text-to-image task from a complete scene description. Each task is independent, not an edit of a previous image. Returns a job ID; poll get_studio_job then get_studio_image for the PNG. Configured model and size appear in service status/results. No external AI fallback.

    Annotations the server declares

    • readOnlyHint: false
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false
Only reads 5Show 5 read-only tools
  • get_compute_jobRead a previously submitted job by job_id.No findings

    Why it is in this group

    • The name "get_compute_job" says "get": a word for reading.
    Description, as the server wrote it
    Read a previously submitted job by job_id. Returns status, transcript, runtime and reference quality when complete. For queued or running jobs, wait poll_after_seconds before checking again. Failed or expired jobs are not successful results.

    Annotations the server declares

    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false
  • get_compute_statusCheck whether the GPU provider can accept audio transcription work.No findings

    Why it is in this group

    • The name "get_compute_status" says "get": a word for reading.
    Description, as the server wrote it
    Check whether the GPU provider can accept audio transcription work. Returns availability, permitted task types, and limits. Does not start a job.

    Annotations the server declares

    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false
  • get_service_statusPublic live availability, model catalog, free-trial limits and polling guidance.No findings

    Why it is in this group

    • The name "get_service_status" says "get": a word for reading.
    Description, as the server wrote it
    Public live availability, model catalog, free-trial limits and polling guidance. No token required. Check before submitting; an offline GPU cannot execute work.

    Annotations the server declares

    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false
  • get_studio_imageReturn the completed image as an MCP image content block.No findings

    Why it is in this group

    • The name "get_studio_image" says "get": a word for reading.
    Description, as the server wrote it
    Return the completed image as an MCP image content block. Requires the same token/identity that submitted the job. Images expire after 24 hours from submission; download before expiry.

    Annotations the server declares

    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false
  • get_studio_jobRead your own chat/image job.Reads private dataReads text others writeNo findings

    Why it is in this group

    • The name "get_studio_job" says "get": a word for reading.

    What it can reach

    • private-dataThe description's first sentence says "read" and "chat": it reads messages.
    • untrusted-inputThe description's first sentence says "read" and "chat": it reads messages, which other people can write.
    Description, as the server wrote it
    Read your own chat/image job. Includes partial text while running, final text or image availability, GPU runtime and server timings. Wait poll_after_seconds between checks; stop on succeeded, failed or expired. Does not create or retry work.

    Annotations the server declares

    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false

This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.

Exfil surface

Which tools read private data, which read text someone else can write, and which can send data out. One of each is a path a prompt injection can use.

No private-data, untrusted-input, outbound path in this server alone: no tool is tagged outbound.

Reads private data1
Reads files, mail, messages, databases, secrets, calendars or repositories.
Reads text others write1
Brings in text someone else can write: web pages, inbound email, messages, issues and comments.
Can send data out0
Can carry data to people or systems: it sends, posts or publishes, or takes a recipient, channel or URL.

Other servers in the same agent add their own tools to these paths. Audit your whole setup to see them together.

Findings

Matches of fixed checks, with the text they matched.

No check matched anything in these tool definitions. That is not a safety guarantee.

History

Changes to its tool definitions and to its remote endpoint, newest first.

No change seen yet. Its tools are rescanned every day, and a remote endpoint is looked at once a week.

All changes to this server

Install

Pinned to version 0.8.0. Values in angle brackets are yours to fill in.

claude mcp add --transport http agentcompute https://u8x5gpk0ul.execute-api.eu-north-1.amazonaws.com/v1/mcp
claude mcp add --transport http agentcompute https://u8x5gpk0ul.execute-api.eu-north-1.amazonaws.com/v1/mcp

Run in a terminal.

Claude Code permissions

Allow the reads, ask before a change or a way out, deny the deletes. Paste into .claude/settings.json.

.claude/settings.json
{
  "permissions": {
    "allow": [
      "mcp__agentcompute__get_compute_status",
      "mcp__agentcompute__get_compute_job",
      "mcp__agentcompute__get_service_status",
      "mcp__agentcompute__get_studio_job",
      "mcp__agentcompute__get_studio_image"
    ],
    "ask": [
      "mcp__agentcompute__create_trial_access",
      "mcp__agentcompute__submit_compute_job",
      "mcp__agentcompute__submit_chat_job",
      "mcp__agentcompute__submit_image_job"
    ],
    "deny": []
  }
}

Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. A read that can send data out (it takes a URL, say) asks first too. It assumes the server is installed as agentcompute. Review it before you use it.

Capability tags behind 1 rule
  • mcp__agentcompute__get_studio_job private-data, untrusted-input

Pin

Keep the decision: fail CI when the tools change, follow every change, or show a badge.

Pin in CI

Fail a build when the tools you reviewed are not the tools the server serves today.

curl -s "https://anlyon.dev/api/v1/servers/io.github.Ockram4444/agentcompute/verify?hash=c3cf301a7558ea9ccbb97a60bc526c8501c71408a2c582b94d7225724eee81c0" | jq -e '.changed == false'

Pinned hash c3cf301a7558, from Oct 23, 2026, 16:25 UTC.

Watch

Get told when its tools change: a new tool, a new description, a new class.

https://anlyon.dev/servers/io.github.Ockram4444/agentcompute/changes.xml

An Atom feed. Works in any feed reader or Slack's RSS app.

Badge

anlyon.dev badge for io.github.Ockram4444/agentcompute
[![anlyon.dev](https://anlyon.dev/badge/io.github.Ockram4444/agentcompute.svg)](https://anlyon.dev/servers/io.github.Ockram4444/agentcompute)

Source: MCP Registry. Synced Oct 23, 2026, 16:24 UTC.