Robot Training Jobs & Robot Operator Jobs, With Hourly Pay MCP server

• Registry namejobs.robottraining/robot-training-jobsverified in the MCP registry

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

• Stateanswerschecked 2026-10-27
• Tools3
• Server calls itselfrobottraining-jobs
• Server version1.0.0
• Protocol version2025-06-18

On 2026-10-27 the server answered initialize and tools/list without a sign-in. First answer in 166 ms.

• Its tools do none of the product's use cases we checked: record first-person video of everyday tasks for robot training; annotate short clips of robot and human hand movements; monitor or operate robotaxi, drone and truck fleets.

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 score72 of 100answers 100 · does the job 0 · definitions 100 · context 100 · connects 100
• What an agent can do with it0 of 3 use cases
• Answered100% of days7 of 7 daily checks
• Median first answer177 ms
• Space in an agent's context≈ 755 tokensthe definitions of all its tools (3), which an agent carries on every turn
• Tool definitionsA · 100 of 100
• Typed results0 of 3 toolsdeclared outputSchema: results come typed, read once

• Every tool passes all six checks.

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 →

• search_robot_training_jobs

  Search the open robot training jobs (paid work piloting, teaching, recording for and testing robots, autonomous vehicles and drones) across about 70 employers and programs such as Tesla, Figure, Waymo, Zipline, micro1 and Claru. Returns…

• get_robot_training_pay

  What robot training work pays per hour today, by kind of work: the median and the typical range (25th to 75th percentile) of the rates open roles advertise, with how many rates and employers each figure comes from. A rate is shown only…

• get_robot_training_market

  How many robot training jobs are open right now, how many were listed in the last 7 days, and the open roles by kind of work and by employer (with each employer's slug for search_robot_training_jobs). Optionally scoped to the roles open…