القائمة
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
يُحدَّد Prompt الذي يراجع المصدر أولًا بشكل افتراضي. يمكنك التبديل إلى أمر مباشر أو تنزيل نسخة محلية.
اقرأ SKILL.md وأي ملفات مرافقة يعرضها SkillsMP قبل أن تقرر التثبيت.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
يتجاوز الأمر المباشر Prompt المخصّص للمراجعة. افحص المصدر قبل تشغيله.
npx skills add https://github.com/TuYv/ccpm --skill ai-dev-jobs-mcpيبقى الأمر في سطر واحد. مرّر أفقيًا لمراجعته كاملًا قبل النسخ.
تفضّل نسخة محلية؟ نزّل الملفات المتاحة حاليًا لدى SkillsMP.
Use when auditing a paid ad account for incremental contribution, wasted spend, or measurement integrity before scaling; runs a typed 20-item ROAS profile with verified vetoes and a SHIP/FIX/BLOCK/UNDECIDED gate on own exported data. Not for campaign structure design — use campaign-architect; not for creative production — use ad-creative-builder. 付费广告账户审计/ROAS评分
Use when the user asks to "write ad copy", "generate RSA headlines", or "build ad creative at volume"; produces ad units — RSA headlines/descriptions, hooks, and an angle matrix — message-matched to the destination landing page. Not for scoring an ad account — use ad-account-auditor; not for the post-click page — use landing-optimizer; not for organic articles — use content-writer. 广告创意/广告文案/RSA标题
Use when the user asks to "design an A/B test", "set up a creative/landing test", "run an incrementality test", or "is this result statistically and practically material?"; produces a hypothesis, variant matrix, sample-size/duration/power plan, and a documented effect/uncertainty read from own exported results. It applies only a precommitted owner-approved action rule; the statistical helper never chooses a business action. Not for producing variants — use ad-creative-builder; not for reading back one shipped change — use paid-measurement-loop. 广告AB测试设计/实验设计/显著性判定/增效测试
استنادا إلى تصنيف SOC المهني
عرض SKILL.md
| name | ai-dev-jobs-mcp |
| description | 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 |
| category | mcp |
| risk | safe |
| source | https://aidevboard.com |
| source_type | community |
| date_added | 2026-04-16 |
| author | unitedideas |
| tags | ["mcp","jobs","ai-jobs","ml-jobs","recruiting","job-search","career"] |
| tools | ["claude","cursor","gemini"] |
AI Dev Jobs is a remote MCP server that gives AI agents access to a live index of AI and ML job listings. As of April 17, 2026, the live MCP stats report 8,405 active roles across 489 companies, a $213,500 median salary, and 600 new jobs this week. 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.
Add the AI Dev Jobs MCP server to your client configuration. The endpoint uses streamable HTTP and requires no authentication.
{
"mcpServers": {
"ai-dev-jobs": {
"url": "https://aidevboard.com/mcp"
}
}
}
No API key or authentication is required.
search_jobsSearch the job index by keyword, location, company, or work arrangement. Returns matching listings with title, company, location, and salary information.
search_jobs({ query: "machine learning engineer", location: "remote" })
get_jobRetrieve full details for a specific job listing by ID, including description, requirements, salary range, and application link.
get_job({ id: "abc123" })
list_companiesList all companies in the index with their open position counts. Useful for discovering which companies are actively hiring.
list_companies({})
get_companyRetrieve details for a specific company, including available AI roles when exposed by the endpoint.
get_company({ id: "openai" })
get_statsGet aggregate statistics about the job market: total listings, top companies by open roles, role distribution, and location breakdown.
get_stats({})
match_jobsMatch jobs against a candidate profile, skills list, or preferences.
match_jobs({ skills: ["python", "llm", "pytorch"], workplace: "remote" })
get_salary_dataRetrieve salary statistics for roles, tags, levels, or locations when available.
get_salary_data({ tag: "llm", level: "senior" })
list_tagsList indexed tags that can be used to filter searches or salary analysis.
list_tags({})
Use @ai-dev-jobs-mcp to find remote machine learning engineer positions.
The agent will call search_jobs({ query: "machine learning engineer", location: "remote" }) and return matching listings.
Use @ai-dev-jobs-mcp to list all companies currently hiring for AI roles.
The agent will call list_companies({}) and return companies sorted by number of open positions.
Use @ai-dev-jobs-mcp to show current AI job market statistics.
The agent will call get_stats({}) and return aggregate data on listings, top employers, and role distribution.
Use @ai-dev-jobs-mcp to get the full details for job ID abc123.
The agent will call get_job({ id: "abc123" }) and return the complete listing with requirements and application link.
Use @ai-dev-jobs-mcp to match remote LLM roles to a senior Python and PyTorch profile.
The agent will call match_jobs({ skills: ["python", "llm", "pytorch"], workplace: "remote" }) and return suitable listings.
Use @ai-dev-jobs-mcp to compare senior LLM salary data.
The agent will call get_salary_data({ tag: "llm", level: "senior" }) and summarize available compensation ranges.
search_jobs with specific keywords for targeted results rather than broad querieslist_companies to discover companies, then search_jobs filtered by company name for focused searchesget_stats to provide users with market context before diving into specific listingsmatch_jobs when the user gives skills, seniority, location, or work arrangement preferencesget_salary_data only as market context; remind users that listings and compensation change quicklyget_stats before quoting them in user-facing output.@not-human-search-mcp - Discover AI-ready tools and APIs via MCP@mcp-builder - For building your own MCP servers