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AI Dev Jobs

MCP serverVerified domain · aidevboard.comRemote● LiveFree to try

MCP for 8,700+ current AI jobs. 13 tools: search, match, salaries, companies, commerce quotes.

Install

Remote server: your requests and data go to aidevboard.com. Claude Code: claude mcp add --transport http ai-dev-jobs https://aidevboard.com/mcp · Claude app: Settings → Connectors → Add custom connector.

What it can do

The tools this server listed when we connected to it, in its own words.

  • search_jobs — Search curated AI/ML engineering roles for free. Filter by tags (e.g. llm, pytorch), workplace (remote/hybrid/onsite), global remote eligibi
  • 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
  • list_companies — Returns top AI/ML companies by active role count, optionally with average salary. Useful for discovering who is hiring in AI.
  • get_company — Get detailed profile for an AI company: total open roles, salary range, top tags/skills, workplace distribution, and apply URL. Use after li
  • get_stats — Current AI Dev Jobs index statistics: total active jobs, companies hiring, median salary, new jobs today / this week, and the top 10 trendin
  • match_jobs — Rank active AI/ML jobs against a candidate profile for free. Scoring combines tag overlap (+2 per match), salary overlap (+3), workplace/lev
  • get_salary_data — Salary benchmarks for AI/ML roles. Filter by tag (e.g. 'llm', 'pytorch'), experience level, workplace type, or company. Returns average, med
  • 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 o
  • 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 trend
  • 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 filter
  • analyze_application_readiness — Analyze candidate-verified evidence against one active job for $0 without requiring identity. The transient response reports covered and uns
  • 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
  • approve_compiled_application — Create a short-lived, single-use authorization for one email-verified candidate, one exact compiled artifact hash, and one unchanged active
  • apply_to_job — Submit only the exact, visible compiled artifact after the email-verified human principal approves its hash. Requires the single-use approva
  • record_my_application_outcome — Record one email-verified candidate's explicitly authorized, fixed-taxonomy application outcome for $0. The receipt is candidate-reported, n
  • list_my_interview_outcomes — List employer-reported interview outcomes for applications submitted with the authenticated developer API key. No candidate fee is ever crea
  • respond_to_interview_outcome — Record the authenticated candidate's independent response to an employer-reported interview. Requires explicit principal authorization. Conf
  • list_products — Returns AI Dev Board's only agent-readable commercial offer: the employer-funded Verified Interview Pilot. Candidates and agents pay $0; job
  • quote_product — Returns the deterministic, outcome-only terms for AI Dev Board's Verified Interview Pilot. No candidate or agent is charged; legacy package,
  • start_checkout — Returns a non-charging owner-review request template for the Verified Interview Pilot only. It creates no request, program, candidate action

KitScout test notes

Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.

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