MCP for 8,700+ current AI jobs. 13 tools: search, match, salaries, companies, commerce quotes.
healthy
status
13
tools exposed
11274ms
connect latency
ca3c6a65359d
schema fingerprint
Tools (13)
search_jobs
Search curated AI/ML engineering roles. Filter by tags (e.g. llm, pytorch), workplace (remote/hybrid/onsite), global remote eligibility, experience level, salary range, or keyword. Results are ranked by quality score and recency and include one AI Market Demand Pack handoff for the full ranked CSV,
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 specific listing.
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 list_companies or search_jobs to learn more about a specific employer.
get_stats
Current AI Dev Jobs index statistics: total active jobs, companies hiring, median salary, new jobs today / this week, and the top 10 trending tags across jobs posted in the last 7 days. Returns a paid market-demand pack handoff for users who want the full ranked CSV, source URLs, and decision brief.
match_jobs
Rank active AI/ML jobs against a candidate profile (skills, salary range, workplace, level). Scoring combines tag overlap (+2 per match), salary overlap (+3), workplace/level/type/location matches, and description keyword hits. Returns pre-ranked matches, scoring explanations, and one AI Market Dema
get_salary_data
Salary benchmarks for AI/ML roles. Filter by tag (e.g. 'llm', 'pytorch'), experience level, workplace type, or company. Returns average, median, p25, p75, min, max, and sample count. Useful for compensation research and negotiation.
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 overlap weighted 3x). Use after search_jobs to surface nearby roles — matches the /jobs/{id}/similar REST endpoint.
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 trending', this answers 'who's hiring most aggressively'. Returns company name/slug/logo plus the count of new jobs in the window.
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 filtering.
list_products
Returns current agent-readable sellable products for AI Dev Board, including promoted listings, the AI Market Demand Pack, Dossier packages, and unavailable waitlist products. Retired data-pack aliases resolve to the Market Demand Pack and are not listed as separate offers. Use before quote_product
quote_product
Returns a deterministic quote for an AI Dev Board product, including amount in cents, currency, supported payment mode, and checkout requirements. Accepts product_id or dossier sku.
start_checkout
Returns the correct checkout handoff for a product without charging automatically. For promoted listings and the AI Market Demand Pack it returns the POST /api/v1/checkout body; for Dossier it returns the authenticated checkout URL.
Endpoint
https://aidevboard.com/mcp Category: Payments · Last checked: 2026-07-30T12:50:57Z
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