EMT Compute MCP server

• Registry namecom.emtcompute/emt-computeverified in the MCP registry

The registry name sits under emtcompute.com. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

• Stateanswerschecked 2026-11-04
• Tools17
• Server calls itselfemt-compute
• Server version1.0.0
• Protocol version2025-06-18

On 2026-11-04 the server answered initialize and tools/list without a sign-in. First answer in 869 ms.

• Whether its tools do the product's job has not been judged yet.
• Checked on 1 of the 7 days it takes to judge reliability.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

• INITE MCP scoreafter a weeka score needs 7 daily checks: 1 so far
• Answeredmeasuring1 of the 7 daily checks it takes to print a share
• Median first answer380 ms
• Space in an agent's context≈ 2,935 tokensthe definitions of all its tools (17), which an agent carries on every turn
• Tool definitionsB · 87 of 100
• Typed results0 of 17 toolsdeclared outputSchema: results come typed, read once

• Parameters without a description: in 13 of 17

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

• emt_catalog

  Current GPU offers. Prices in USD micro-units per GPU/hour; unknown metrics remain null. Paginated to keep responses small.

• emt_clusters

  Current whole-node cluster offers; fabric declarations do not establish independent EMT qualification.

• emt_templates

  Public GPU container templates for ordinary rentals.

• emt_experiment_presets

  List scientific presets or inspect one preset's parameters, equations, methods and custom-input schema. Does not run a calculation.

• emt_orders

  Owned GPU orders and lifecycle states. Requires read scope.

• emt_experiment_jobs

  Owned experiment jobs, including reports and release state. Requires read scope.

• emt_experiment_job

  Inspect an owned experiment and its authenticated result, output and calculation-report download links. Files are not sent into the model context.

• emt_monitor

  Metrics and lifecycle for an owned order. Missing telemetry is unknown.

• emt_quote

  Create a fresh expiring GPU quote without renting or charging.

• emt_cluster_quote

  Quote selected whole nodes on one fabric without renting.

• emt_experiment_quote

  Quote 1–4 nodes for an experiment; hours × hourly gives the GPU rental ceiling in micro-USD. Reserve is only an initial hold, not total cost.

• emt_rent

  Start a PAID GPU rental. Requires explicit spending authorization, fresh quote, rent scope, credit and accepted terms. Store payload and key before requesting.

• emt_rent_cluster

  Start a PAID whole-node cluster rental. Public SSH key only. Confirm cost and fabric limits with the user first.

• emt_start_experiment

  Start a PAID scientific preset, customer script or command. Parameter sets distribute across quoted nodes; this does not automatically parallelize a single solver. Auto-continuation may rent additional segments up to its budget. Review…

• emt_attach_cluster_experiment

  Attach work to an already rented dedicated 2–4-node cluster. Does NOT start SSH remotely: run emt_cluster.py locally with the returned job ID and your private key. Whole cluster stops on completion/cancel; billing continues during…

• emt_cancel_experiment

  Cancel an owned experiment and request release of all its GPU nodes or attached cluster. Unfinished work can be lost. Recheck releasing until false.

• emt_terminate

  Terminate every node in an owned rental. Local disks are deleted; retained volumes and backups remain billed. Inspect status until release is confirmed.