{"id":"5349ff08-9439-453f-a0af-26c518b67ce5","shortId":"a38rL3","kind":"skill","title":"ai-dev-jobs-mcp","tagline":"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","description":"# AI Dev Jobs MCP\n\n## Overview\n\nAI 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.\n\n## When to Use This Skill\n\n- Use when helping a user search for AI or ML engineering jobs\n- Use when an agent needs to look up which companies are hiring for specific AI roles\n- Use when building recruiting or talent-matching workflows\n- Use when analyzing the AI job market (open positions, top companies, role distribution)\n\n## MCP Configuration\n\nAdd the AI Dev Jobs MCP server to your client configuration. The endpoint uses streamable HTTP and requires no authentication.\n\n### Claude Desktop / Cursor / Windsurf\n\n```json\n{\n  \"mcpServers\": {\n    \"ai-dev-jobs\": {\n      \"url\": \"https://aidevboard.com/mcp\"\n    }\n  }\n}\n```\n\nNo API key or authentication is required.\n\n## Available Tools\n\n### `search_jobs`\n\nSearch the job index by keyword, location, company, or work arrangement. Returns matching listings with title, company, location, and salary information.\n\n```\nsearch_jobs({ query: \"machine learning engineer\", location: \"remote\" })\n```\n\n### `get_job`\n\nRetrieve full details for a specific job listing by ID, including description, requirements, salary range, and application link.\n\n```\nget_job({ id: \"abc123\" })\n```\n\n### `list_companies`\n\nList all companies in the index with their open position counts. Useful for discovering which companies are actively hiring.\n\n```\nlist_companies({})\n```\n\n### `get_company`\n\nRetrieve details for a specific company, including available AI roles when exposed by the endpoint.\n\n```\nget_company({ id: \"openai\" })\n```\n\n### `get_stats`\n\nGet aggregate statistics about the job market: total listings, top companies by open roles, role distribution, and location breakdown.\n\n```\nget_stats({})\n```\n\n### `match_jobs`\n\nMatch jobs against a candidate profile, skills list, or preferences.\n\n```\nmatch_jobs({ skills: [\"python\", \"llm\", \"pytorch\"], workplace: \"remote\" })\n```\n\n### `get_salary_data`\n\nRetrieve salary statistics for roles, tags, levels, or locations when available.\n\n```\nget_salary_data({ tag: \"llm\", level: \"senior\" })\n```\n\n### `list_tags`\n\nList indexed tags that can be used to filter searches or salary analysis.\n\n```\nlist_tags({})\n```\n\n## Examples\n\n### Example 1: Find Remote ML Jobs\n\n```text\nUse @ai-dev-jobs-mcp to find remote machine learning engineer positions.\n```\n\nThe agent will call `search_jobs({ query: \"machine learning engineer\", location: \"remote\" })` and return matching listings.\n\n### Example 2: Check Which Companies Are Hiring\n\n```text\nUse @ai-dev-jobs-mcp to list all companies currently hiring for AI roles.\n```\n\nThe agent will call `list_companies({})` and return companies sorted by number of open positions.\n\n### Example 3: Get Job Market Overview\n\n```text\nUse @ai-dev-jobs-mcp to show current AI job market statistics.\n```\n\nThe agent will call `get_stats({})` and return aggregate data on listings, top employers, and role distribution.\n\n### Example 4: Get Full Job Details\n\n```text\nUse @ai-dev-jobs-mcp to get the full details for job ID abc123.\n```\n\nThe agent will call `get_job({ id: \"abc123\" })` and return the complete listing with requirements and application link.\n\n### Example 5: Match Jobs to a Candidate Profile\n\n```text\nUse @ai-dev-jobs-mcp to match remote LLM roles to a senior Python and PyTorch profile.\n```\n\nThe agent will call `match_jobs({ skills: [\"python\", \"llm\", \"pytorch\"], workplace: \"remote\" })` and return suitable listings.\n\n### Example 6: Compare Salary Data\n\n```text\nUse @ai-dev-jobs-mcp to compare senior LLM salary data.\n```\n\nThe agent will call `get_salary_data({ tag: \"llm\", level: \"senior\" })` and summarize available compensation ranges.\n\n## Best Practices\n\n- Use `search_jobs` with specific keywords for targeted results rather than broad queries\n- Use `list_companies` to discover companies, then `search_jobs` filtered by company name for focused searches\n- Use `get_stats` to provide users with market context before diving into specific listings\n- Use `match_jobs` when the user gives skills, seniority, location, or work arrangement preferences\n- Use `get_salary_data` only as market context; remind users that listings and compensation change quickly\n- Combine with resume or cover letter skills to create end-to-end job application workflows\n\n## Limitations\n\n- The index covers AI and ML roles specifically; general software engineering jobs outside the AI space may not be included.\n- Job listings are refreshed regularly but may have a short delay before new postings appear.\n- Salary data is available when companies provide it; not all listings include salary information.\n- Counts and salary medians are live market data and should be refreshed with `get_stats` before quoting them in user-facing output.\n\n## Related Skills\n\n- `@not-human-search-mcp` - Discover AI-ready tools and APIs via MCP\n- `@mcp-builder` - For building your own MCP 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