# AI Dev Jobs

Source: https://glimind.com/server/pulsemcp%2Fai-dev-jobs
Registry id: `pulsemcp/ai-dev-jobs`
Status: live (checked 2026-10-27T02:44:10.224Z)

## Measurements (30 days)

- Uptime: 100%
- Checks: 4959
- Outages (90 days): 3

## Install

```json
{
  "mcpServers": {
    "ai-dev-jobs": {
      "type": "http",
      "url": "https://aidevboard.com/mcp"
    }
  }
}
```

Claude Code:

```sh
claude mcp add --transport http ai-dev-jobs https://aidevboard.com/mcp
```

## Tools (20)

- `analyze_application_readiness`: Analyze candidate-verified evidence against one active job for $0 without requiring identity. The transient response reports covered and unsupported public job 
- `apply_to_job`: Submit only the exact, visible compiled artifact after the email-verified human principal approves its hash. Requires the single-use approval authorization, an 
- `approve_compiled_application`: Create a short-lived, single-use authorization for one email-verified candidate, one exact compiled artifact hash, and one unchanged active job. Requires princi
- `compile_job_specific_resume`: Compile a $0 candidate-controlled ATS-oriented plain-text Markdown resume for one active job using only candidate-verified evidence. Without identity, returns a
- `get_company`: Get detailed profile for an AI company: total open roles, salary range, top tags/skills, workplace distribution, and apply URL. Use after list_companies or sear
- `get_job`: Fetch full job posting by ID or slug: title, description, requirements, salary, workplace, tags, apply URL. Use after search_jobs to read a specific listing.
- `get_salary_data`: Salary benchmarks for AI/ML roles. Filter by tag (e.g. 'llm', 'pytorch'), experience level, workplace type, or company. Returns average, median, p25, p75, min, 
- `get_similar_jobs`: Given a job ID or slug, return active jobs that match on tag overlap, same workplace, level, and job type. Ranked by similarity score (tag overlap weighted 3x).
- `get_stats`: Current AI Dev Jobs index statistics: total active jobs, companies hiring, median salary, new jobs today / this week, and the top 10 trending tags across jobs p
- `get_trending_companies`: Companies posting the most AI/ML jobs in the last N days. Complements get_stats trending_tags_7d — while that answers 'what skills are trending', this answers '
- `list_companies`: Returns top AI/ML companies by active role count, optionally with average salary. Useful for discovering who is hiring in AI.
- `list_my_interview_outcomes`: List employer-reported interview outcomes for applications submitted with the authenticated developer API key. No candidate fee is ever created.
- `list_products`: Returns AI Dev Board's only agent-readable commercial offer: the employer-funded Verified Interview Pilot. Candidates and agents pay $0; job discovery and the e
- `list_tags`: Returns all available job tags/skills with the count of active jobs for each. Use to discover what tags are available for search_jobs filtering.
- `match_jobs`: Rank active AI/ML jobs against a candidate profile for free. Scoring combines tag overlap (+2 per match), salary overlap (+3), workplace/level/type/location mat
- `quote_product`: Returns the deterministic, outcome-only terms for AI Dev Board's Verified Interview Pilot. No candidate or agent is charged; legacy package, sponsorship, and Do
- `record_my_application_outcome`: Record one email-verified candidate's explicitly authorized, fixed-taxonomy application outcome for $0. The receipt is candidate-reported, not employer-verified
- `respond_to_interview_outcome`: Record the authenticated candidate's independent response to an employer-reported interview. Requires explicit principal authorization. Confirmation can make a 
- `search_jobs`: Search curated AI/ML engineering roles for free. Filter by tags (e.g. llm, pytorch), workplace (remote/hybrid/onsite), global remote eligibility, experience lev
- `start_checkout`: Returns a non-charging owner-review request template for the Verified Interview Pilot only. It creates no request, program, candidate action, invoice, or charge

Measured by Glimind (https://glimind.com): MCP handshake + tool list only, no tool is ever called. CC BY 4.0.