# aitrainers.jobs: AI training jobs search

> Search open paid AI training jobs from 70+ platforms by country, work, language and pay

- name: jobs.aitrainers/search
- version: 1.0.0
- connection class: R0 (autonomous)
- trust: 82/100 flags: no-repository
- quality: 86/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/jobs.aitrainers%2Fsearch
- tools: https://api.protogrid.dev/v1/servers/jobs.aitrainers%2Fsearch/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "search": {
      "type": "http",
      "url": "https://aitrainers.jobs/mcp"
    }
  }
}
```


## Trust

- hygiene: 80
- liveness: 98
- freshness: 100
- provenance: 55
- drivers: +dns-namespace +website +reachable +uptime-96% +updated-18d-ago -no-repository
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 86/100 (good)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 88 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- pass `tools.annotations`: 2 of 2 tools declare readOnlyHint or destructiveHint
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: job_counts (destructiveHint, idempotentHint); search_jobs (destructiveHint, idempotentHint)
- pass `tools.token_cost`: about 687 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump
- pass `tools.hidden_text`: no hidden text in tool names, descriptions, schemas or annotations

### stability: 100 (weight 15)

- pass `stability.changes`: no tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name
- pass `stability.new_links`: no tool change named a new site

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 2, about 687 tokens to load them all
- tool set hash: e3629d575e521e7d82ba3344503a7bee
- badge: [![protogrid quality](https://protogrid.dev/badge/jobs.aitrainers/search.svg)](https://protogrid.dev/servers/jobs.aitrainers/search)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Remotes

- https://aitrainers.jobs/mcp (streamable-http, auth none, reachable true, uptime30d 0.9558824)

## Packages

_none_

## Tools (2)

- `job_counts`: How many open AI training jobs aitrainers.jobs lists, by kind of work and by platform, optionally for one country.
- `search_jobs`: Search open paid AI training jobs (AI tutor, trainer, rater, evaluator, annotator, voice work) listed on aitrainers.jobs, by country, kind of work, language, minimum hourly pay and experience. Returns each role with its pay, where it is open and a link to its page on aitrainers.jobs.