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8 clients · secrets stay placeholders

JSON (mcpServers)Claude CodeCodexOpenCodeCursorVS CodeGemini CLIGoose

{
  "mcpServers": {
    "english-transcription": {
      "type": "http",
      "url": "https://agentcompute-pilot-portal.beigemelon258.chatgpt.site/v1/mcp",
      "headers": {
        "Authorization": "Bearer ${ENGLISH_TRANSCRIPTION_TOKEN}"
      }
    }
  }
}

claude mcp add --transport http english-transcription https://agentcompute-pilot-portal.beigemelon258.chatgpt.site/v1/mcp --header "Authorization: Bearer ${ENGLISH_TRANSCRIPTION_TOKEN}"

[mcp_servers.english-transcription]
url = "https://agentcompute-pilot-portal.beigemelon258.chatgpt.site/v1/mcp"
bearer_token_env_var = "ENGLISH_TRANSCRIPTION_TOKEN"

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "english-transcription": {
      "type": "remote",
      "url": "https://agentcompute-pilot-portal.beigemelon258.chatgpt.site/v1/mcp",
      "enabled": true,
      "headers": {
        "Authorization": "Bearer {env:ENGLISH_TRANSCRIPTION_TOKEN}"
      }
    }
  }
}

{
  "mcpServers": {
    "english-transcription": {
      "type": "http",
      "url": "https://agentcompute-pilot-portal.beigemelon258.chatgpt.site/v1/mcp",
      "headers": {
        "Authorization": "Bearer ${ENGLISH_TRANSCRIPTION_TOKEN}"
      }
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=english-transcription&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYWdlbnRjb21wdXRlLXBpbG90LXBvcnRhbC5iZWlnZW1lbG9uMjU4LmNoYXRncHQuc2l0ZS92MS9tY3AiLCJoZWFkZXJzIjp7IkF1dGhvcml6YXRpb24iOiJCZWFyZXIgJHtFTkdMSVNIX1RSQU5TQ1JJUFRJT05fVE9LRU59In19"
}

{
  "servers": {
    "english-transcription": {
      "type": "http",
      "url": "https://agentcompute-pilot-portal.beigemelon258.chatgpt.site/v1/mcp",
      "headers": {
        "Authorization": "Bearer ${ENGLISH_TRANSCRIPTION_TOKEN}"
      }
    }
  }
}

{
  "mcpServers": {
    "english-transcription": {
      "httpUrl": "https://agentcompute-pilot-portal.beigemelon258.chatgpt.site/v1/mcp",
      "headers": {
        "Authorization": "Bearer ${ENGLISH_TRANSCRIPTION_TOKEN}"
      }
    }
  }
}

extensions:
  "english-transcription":
    enabled: true
    name: "english-transcription"
    type: streamable_http
    uri: "https://agentcompute-pilot-portal.beigemelon258.chatgpt.site/v1/mcp"
    headers:
      "Authorization": "Bearer ${ENGLISH_TRANSCRIPTION_TOKEN}"
    timeout: 300

Placeholders to fill from your own secret store: ${ENGLISH_TRANSCRIPTION_TOKEN}. The registry never accepts secret values.

Quality 92 / 100strong

protocol88 · weight 25

pass
protocol.modernsupports 2026-07-28 (server/discover)
pass
protocol.statelessanswers without a session
pass
protocol.transportstreamable HTTP
warn
protocol.list_ttltools/list declares ttlMs 0, so clients re-fetch it on every use

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 hygiene100 · 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.annotations9 of 9 tools declare readOnlyHint or destructiveHint
pass
tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
pass
tools.token_costabout 1,589 tokens to load every tool
pass
tools.api_dumptools are not a one-to-one API dump
pass
tools.hidden_textno hidden text in tool names, descriptions, schemas or annotations

stability83 · weight 15

warn
stability.changes6 tool changes in 30 days
pass
stability.rug_pullno tool changed its meaning under the same name
pass
stability.new_linksno tool change named a new site

dependenciesn/a · weight 15

n/a
deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

9 tools, about 1,589 tokens to load them all · tool set c90dc3d8e79e · tools last changed 2026-10-23 · checked 2026-11-14 06:30 UTC

Tool changes

2026-10-23get_studio_imageadded
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.
2026-10-23get_studio_jobadded
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.
2026-10-23submit_image_jobadded
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.
2026-10-23submit_chat_jobadded
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.
2026-10-23get_service_statusadded
Public live availability, model catalog, free-trial limits and polling guidance. No token required. Check before submitting; an offline GPU cannot execute work.
2026-10-23create_trial_accesschangeddescription
before
Create a private 24-hour trial token automatically. No ChatGPT account, payment or manual setup. Limited to 3 jobs per session and shared global caps. Retain the token for upload and result retrieval. Reuse the session; never create new sessions to bypass quotas.
after · 74% of words in common
Create a private 24-hour trial token automatically. No ChatGPT account, payment or manual setup. Audio: 3 jobs per session. Chat/images: shared queue of 3 active tasks, no per-session job quota. Global access issuance caps apply. Retain the token for upload and result retrieval. Reuse the session; never create new sessions to bypass quotas.

Full history: list_changes · trend: quality JSON.

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-24d-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

remote	auth	reachable	uptime 30d	p50	protocol	last ok
`https://agentcompute-pilot-portal.beigemelon258.chatgpt.site/v1/mcp` streamable-http	none	yes	100%	978 ms	2026-07-28, 2025-11-25, 2025-06-18, 2025-03-26	2026-11-14

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: shared queue of 3 active tasks, no per-session job quota. Global access issuance caps apply. Retain the token for upload and result retrieval. Reuse the session; never create new sessions to bypass quotas.
`get_compute_job`read-only	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.
`get_compute_status`read-only	Check whether the GPU provider can accept English transcription work. Returns availability, permitted task types, and limits. Does not start a job.
`get_service_status`read-only	Public live availability, model catalog, free-trial limits and polling guidance. No token required. Check before submitting; an offline GPU cannot execute work.
`get_studio_image`read-only	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.
`get_studio_job`read-only	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.
`submit_chat_job`	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.
`submit_compute_job`	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.
`submit_image_job`	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.

Schemas: list_tools.

Official server.json

{
  "name": "site.chatgpt.beigemelon258.agentcompute-pilot-portal/english-transcription",
  "title": "AgentCompute English Transcription",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://agentcompute-pilot-portal.beigemelon258.chatgpt.site/v1/mcp",
      "type": "streamable-http",
      "headers": [
        {
          "name": "Authorization",
          "isSecret": true,
          "description": "Optional Bearer token. Otherwise call create_trial_access and pass access_token to job tools."
        }
      ]
    }
  ],
  "version": "0.7.0",
  "websiteUrl": "https://agentcompute-pilot-portal.beigemelon258.chatgpt.site/beta.html",
  "description": "English WAV transcription on a GPU. No login: agents obtain temporary trial access automatically."
}