AgentCompute
Free experimental GPU tools: text generation, images and audio transcription. Shared quotas; no SLA.
Should I use this
Quality & Safety
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"agentcompute": {
"url": "https://u8x5gpk0ul.execute-api.eu-north-1.amazonaws.com/v1/mcp"
}
}
}Remote endpoints
https://u8x5gpk0ul.execute-api.eu-north-1.amazonaws.com/v1/mcpstreamable-httpWhat it can do
Tool inventory
Tools (9)
🟡create_trial_access
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.
Input Schema
{
"type": "object",
"properties": {},
"additionalProperties": false
}🟢get_compute_status
Check whether the GPU provider can accept audio transcription work. Returns availability, permitted task types, and limits. Does not start a job.
Input Schema
{
"type": "object",
"properties": {},
"additionalProperties": false
}🟡submit_compute_job(access_token, asset_id, kind, idempotency_key)
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.
Input Schema
{
"type": "object",
"properties": {
"access_token": {
"type": "string",
"description": "Temporary token returned by create_trial_access. Optional when Bearer authentication is configured."
},
"asset_id": {
"type": "string",
"description": "Owned upload ID returned by POST /v1/beta/upload. Required for public beta buyers."
},
"kind": {
"type": "string",
"enum": [
"compute_job",
"delegated_task"
],
"description": "Transcription only, or transcription with the reference quality gate."
},
"idempotency_key": {
"type": "string",
"minLength": 8,
"maxLength": 100,
"pattern": "^[A-Za-z0-9_-]{8,100}$",
"description": "Unique request key. Keep it unchanged on retries."
}
},
"required": [
"kind",
"idempotency_key"
],
"additionalProperties": false
}🟢get_compute_job(access_token, job_id)
Read a previously submitted job by job_id. Returns status, transcript, runtime and reference quality when complete. For queued or running jobs, wait poll_after_seconds before checking again. Failed or expired jobs are not successful results.
Input Schema
{
"type": "object",
"properties": {
"access_token": {
"type": "string",
"description": "Temporary trial token, unless Bearer authentication is configured."
},
"job_id": {
"type": "string",
"pattern": "^job_[a-f0-9]{32}$",
"description": "Exact job_id returned by submit_compute_job."
}
},
"required": [
"job_id"
],
"additionalProperties": false
}🟢get_service_status
Public live availability, model catalog, free-trial limits and polling guidance. No token required. Check before submitting; an offline GPU cannot execute work.
Input Schema
{
"type": "object",
"properties": {},
"additionalProperties": false
}🟡submit_chat_job(access_token, messages, consent, idempotency_key)
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.
Input Schema
{
"type": "object",
"properties": {
"access_token": {
"type": "string",
"description": "Private token from create_trial_access; optional with Bearer authentication."
},
"messages": {
"type": "array",
"minItems": 1,
"maxItems": 16,
"description": "At most 12,000 characters in total. End with a user message. Include previous messages for follow-up context.",
"items": {
"type": "object",
"properties": {
"role": {
"type": "string",
"enum": [
"user",
"assistant"
]
},
"content": {
"type": "string",
"minLength": 1,
"maxLength": 12000
}
},
"required": [
"role",
"content"
],
"additionalProperties": false
}
},
"consent": {
"type": "boolean",
"const": true,
"description": "Confirm permission to process this nonconfidential content."
},
"idempotency_key": {
"type": "string",
"minLength": 8,
"maxLength": 100,
"pattern": "^[A-Za-z0-9_-]{8,100}$"
}
},
"required": [
"messages",
"consent",
"idempotency_key"
],
"additionalProperties": false
}🟡submit_image_job(access_token, prompt, consent, idempotency_key)
Queue a free text-to-image task from a complete scene description. Each task is independent, not an edit of a previous image. Returns a job ID; poll get_studio_job then get_studio_image for the PNG. Configured model and size appear in service status/results. No external AI fallback.
Input Schema
{
"type": "object",
"properties": {
"access_token": {
"type": "string",
"description": "Private token from create_trial_access; optional with Bearer authentication."
},
"prompt": {
"type": "string",
"minLength": 3,
"maxLength": 1200,
"description": "Complete image description. English prompts are recommended."
},
"consent": {
"type": "boolean",
"const": true,
"description": "Confirm permission to process this nonconfidential content."
},
"idempotency_key": {
"type": "string",
"minLength": 8,
"maxLength": 100,
"pattern": "^[A-Za-z0-9_-]{8,100}$"
}
},
"required": [
"prompt",
"consent",
"idempotency_key"
],
"additionalProperties": false
}🟢get_studio_job(access_token, job_id)
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.
Input Schema
{
"type": "object",
"properties": {
"access_token": {
"type": "string"
},
"job_id": {
"type": "string",
"pattern": "^studio_[a-f0-9]{32}$"
}
},
"required": [
"job_id"
],
"additionalProperties": false
}🟢get_studio_image(access_token, job_id)
Return the completed image as an MCP image content block. Requires the same token/identity that submitted the job. Images expire after 24 hours from submission; download before expiry.
Input Schema
{
"type": "object",
"properties": {
"access_token": {
"type": "string"
},
"job_id": {
"type": "string",
"pattern": "^studio_[a-f0-9]{32}$"
}
},
"required": [
"job_id"
],
"additionalProperties": false
}Community
Evidence