MarketNow Registry / Developer Tools / opentrain
opentrain
Hire human data labelers, RLHF annotators, and evaluators from your coding agent.
Install
$ https://registry.modelcontextprotocol.io/v0.1/servers/io.github.OpenTrain-AI/opentrainHeuristic signals advise review before installing: young package, low adoption, stale repository, or name similarity to a popular package.
How MarketNow scored this
Sentinel Index Heuristics — a security-first estimate from public signals:
- Package age and release activity (stale repositories lose points)
- Verified adoption: registry downloads or GitHub stars, not follower counts
- Typosquat distance against the 150 most-installed MCP packages
- Injection markers scanned in the package description
Heuristic, not a guarantee. For verified agent credentials and revocation, see the MarketNow Trust API.
What is opentrain?
Hire human data labelers, RLHF annotators, and evaluators from your coding agent. Indexed by MarketNow with trust 85/100 (Review advised).
How do I install it?
Run $ https://registry.modelcontextprotocol.io/v0.1/servers/io.github.OpenTrain-AI/opentrain Heuristic signals advise review before installing: young package, low adoption, stale repository, or name similarity to a popular package.
What does the trust score mean?
Security-first heuristic over public signals (age, adoption, typosquat distance, injection markers). It is not a popularity ranking and not a guarantee of safety. opentrain scores 85/100.