MCP App Store
by KeenEthics

Overview

Level (jobsbylevel.com) is a job board that rates every listing by how central AI is to the role, on four levels: Little AI (AI is not part of the work), Uses AI (an ordinary role that requires AI tools), Works on AI (the daily work is on AI products) and Builds AI (the job is building AI systems). Level checks employer career sites every hour. This connector gives Claude read-only access to the same public data shown on the site: - search_jobs: search listings by keyword, AI level range, remote, city, company and posting age. - latest_ai_jobs: the newest Works on AI and Builds AI roles, posted in the last 24 hours by default. - get_job: the full detail of one listing, by ID or slug. - market_stats: live statistics on published listings, including the split by AI level, the share of remote roles and the most frequent tools. - list_companies_by_ai_level: companies currently hiring, ranked by how central AI is to their open roles. - get_level_definitions: the definition of the four AI levels. Every result links to its page on jobsbylevel.com, so you can open and apply from there. No account, no API key and no personal data: the connector only reads public job listings.

Tools

get_job

Claude
Returns the full detail of a job listing published on Level, by its UUID or its slug (e.g. "senior-ml-engineer-acme-corp"). Includes recently expired listings, like the public page. Never returns a direct link to the employer's ATS: use the returned url (the canonical jobsbylevel.com page) to apply.

get_level_definitions

Claude
Returns the definition of Level's four AI-impact levels (AI Level 1 to AI Level 4), the scale every job listing on jobsbylevel.com is rated against.

latest_ai_jobs

Claude
The newest AI jobs published on Level (jobsbylevel.com): listings rated Works on AI (AI Level 3) or Builds AI (AI Level 4), posted in the last 24 hours by default, newest first. Level checks employer career sites every hour. Same data as the page https://jobsbylevel.com/new-ai-jobs. Every result links to its canonical page on jobsbylevel.com. Ranking never depends on payment: paid or boosted listings get no priority here.

list_companies_by_ai_level

Claude
Ranks companies currently hiring on Level by how central AI is to their open roles: the average AI rating (0-100) of their live listings. This is a Level-specific aggregation, not a third-party ranking. See the returned method field for the exact rule. Companies with too few live listings, and known job-board republishers, are excluded.

market_stats

Claude
Aggregated statistics over currently published Level listings: distribution by AI level (AI Level 1 to AI Level 4), share of remote roles, and the most frequent tools and categories. Computed directly from the database, not an estimate.

search_jobs

Claude
Search job listings published on Level (jobsbylevel.com), an AI job board that rates every listing by how central AI is to the role, from Little AI (AI Level 1) to Builds AI (AI Level 4). Filters: free-text query, AI level range, remote, city, company, posting age. Returns at most 20 results per page. With query: whole-word search with stemming ("engineer" also matches "engineering", but a fragment like "eng" alone no longer matches), ranked by relevance, and total is capped at 1,000 (see total_capped in the response). Without query: ranked by AI rating and recency, total is exact. Every result links back to its canonical page on jobsbylevel.com. This tool never returns a direct link to the employer's ATS. Ranking never depends on payment: paid or boosted listings get no priority here.

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