Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add iradoweck/antigravity-awesome-skills --skill ai-dev-jobs-mcpgit clone --depth 1 https://github.com/iradoweck/antigravity-awesome-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/iradoweck/antigravity-awesome-skills/ai-dev-jobs-mcp)<a href="https://agentmods.dev/skills/iradoweck/antigravity-awesome-skills/ai-dev-jobs-mcp"><img src="https://agentmods.dev/badge/skills/iradoweck/antigravity-awesome-skills/ai-dev-jobs-mcp/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/iradoweck/antigravity-awesome-skills/ai-dev-jobs-mcp"><img src="https://agentmods.dev/badge/skills/iradoweck/antigravity-awesome-skills/ai-dev-jobs-mcp.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00033 | $0.01423 |
| Opus 5.5 | $0.00013 | $0.00569 |
| Sonnet 5.5 | $0.00007 | $0.00285 |
| Haiku 4.5 | $0.00003 | $0.00142 |
Grade A, and why
ai-dev-jobs-mcp scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
This is a copy
100% identical to ai-dev-jobs-mcp — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 185 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AI Dev Jobs MCP
Overview
AI Dev Jobs is a remote MCP server that gives AI agents access to a live index of AI and ML job listings. Coverage and market statistics change; retrieve current results with timestamps and do not treat a contributed historical snapshot as current market evidence. Agents can search jobs by role, location, or company, retrieve full job details, list hiring companies, match roles to a profile, and get salary or aggregate market statistics. It is designed for AI agents that assist with job searching, recruiting, or labor market analysis.
When to Use This Skill
- Use when helping a user search for AI or ML engineering jobs
- Use when an agent needs to look up which companies are hiring for specific AI roles
- Use when building recruiting or talent-matching workflows
- Use when analyzing the AI job market (open positions, top companies, role distribution)
MCP Configuration
Add the AI Dev Jobs MCP server to your client configuration. The endpoint uses streamable HTTP and has historically been documented as unauthenticated; verify current access requirements.
Claude Desktop / Cursor / Windsurf
{
"mcpServers": {
"ai-dev-jobs": {
"url": "https://aidevboard.com/mcp"
}
}
}
Verify actual available tool schemas and access. A host configuration template does not prove the endpoint is available or that a connection succeeded.
Privacy and source verification
Search with the minimum necessary skills/preferences; transmitting a private CV or identifying candidate details requires explicit consent. Do not submit applications, contact recruiters or configure monitoring without the corresponding user request. Verify listing dates, location/remote eligibility, salary currency/period and application URL against the employer's original page; exclude stale or suspicious listings. Market medians require a disclosed sample and missing-salary policy.
Available Tools
search_jobs
Search the job index by keyword, location, company, or work arrangement. Returns matching listings with title, company, location, and salary information.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 12d ago Changed · +4 lines · -8 tokens per session 4510db3ad251
- 1mo ago First seen · 181 lines · 41 tokens per session scan A a2b1a409696d
ai-dev-jobs-mcp is a skill published in the GitHub repository iradoweck/antigravity-awesome-skills (30 stars, last pushed 6d ago), licensed MIT. It adds 33 tokens to every session and 1,423 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 100% identical to ai-dev-jobs-mcp, differing in 0 lines, and is treated as a copy.
Other skills, from other repositories
ai-dev-jobs-mcp
Search indexed AI and ML jobs, inspect listings and employers, match roles, and view salary and market stats via AI Dev Jobs MCP.
ai-dev-jobs-mcp-v2
AI Dev Jobs MCP workflow skill. Use this skill when the user needs Search 8,400+ AI and ML jobs across 489 companies, inspect listings and employers, match roles, and view salary and market stats via AI Dev Jobs MCP and the operator should preserve the upstream workflow, copied support files, and provenance before…
ai-dev-jobs-mcp
Search 8,400+ AI and ML jobs across 489 companies, inspect listings and employers, match roles, and view salary and market stats via AI Dev Jobs MCP.
ai-dev-jobs-mcp
Search 8,400+ AI and ML jobs across 489 companies, inspect listings and employers, match roles, and view salary and market stats via AI Dev Jobs MCP.
ai-dev-jobs-mcp
AI Dev Jobs MCP workflow skill. Use this skill when the user needs Search 8,400+ AI and ML jobs across 489 companies, inspect listings and employers, match roles, and view salary and market stats via AI Dev Jobs MCP and the operator should preserve the upstream workflow, copied support files, and provenance before…
ai-dev-jobs-mcp
Search 8,400+ AI and ML jobs across 489 companies, inspect listings and employers, match roles, and view salary and market stats via AI Dev Jobs MCP.