# AI Dev Jobs MCP server

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

## Links
- Registry page: https://www.getdrio.com/mcp/com-aidevboard-jobs
- Website: https://aidevboard.com

## Install
- Endpoint: https://aidevboard.com/mcp
- Auth: Not captured

## Setup notes
- Remote endpoint: https://aidevboard.com/mcp

## Tools
- search_jobs (Search AI/ML Jobs) - Search curated AI/ML engineering roles for free. Filter by tags (e.g. llm, pytorch), workplace (remote/hybrid/onsite), global remote eligibility, experience level, salary range, or keyword. After selecting a role, candidates may use compile_job_specific_resume for a $0 transient ATS-oriented preview without identity; a verified key is required only to save an approval-bound artifact. The employer outcome pilot never affects organic results. Endpoint: https://aidevboard.com/mcp
- get_job (Get Job Details) - 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. Endpoint: https://aidevboard.com/mcp
- list_companies (List Top Hiring Companies) - Returns top AI/ML companies by active role count, optionally with average salary. Useful for discovering who is hiring in AI. Endpoint: https://aidevboard.com/mcp
- get_company (Get Company Profile) - 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. Endpoint: https://aidevboard.com/mcp
- get_stats (Get Index 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. This is free index data and does not create a payment handoff. Endpoint: https://aidevboard.com/mcp
- match_jobs (Match Jobs to Candidate Profile) - Rank active AI/ML jobs against a candidate profile for free. Scoring combines tag overlap (+2 per match), salary overlap (+3), workplace/level/type/location matches, and description keyword hits. After selecting a role, candidates may use compile_job_specific_resume for a $0 transient ATS-oriented preview without identity; a verified key is required only to save an approval-bound artifact. The employer outcome pilot never affects these matches. Endpoint: https://aidevboard.com/mcp
- get_salary_data (Get Salary Benchmarks) - 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. Endpoint: https://aidevboard.com/mcp
- get_similar_jobs (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. Endpoint: https://aidevboard.com/mcp
- get_trending_companies (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. Endpoint: https://aidevboard.com/mcp
- list_tags (List Available 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. Endpoint: https://aidevboard.com/mcp
- analyze_application_readiness (Analyze Application Readiness) - Analyze candidate-verified evidence against one active job for $0 without requiring identity. The transient response reports covered and unsupported public job signals without an acceptance probability, does not persist candidate evidence, does not submit an application, and rejects hidden screening-model instructions. Endpoint: https://aidevboard.com/mcp
- compile_job_specific_resume (Compile a Job-Specific Resume Draft) - Compile a $0 candidate-controlled ATS-oriented plain-text Markdown resume for one active job using only candidate-verified evidence. Without identity, returns a transient non-persisted preview that cannot be approved or submitted. With a verified candidate key, saves an immutable draft hash plus a machine-readable candidate_review handoff and requires the agent to pause for explicit human review. Never submits or authorizes an application. Endpoint: https://aidevboard.com/mcp
- approve_compiled_application (Approve an Exact Compiled Application) - Create a short-lived, single-use authorization for one email-verified candidate, one exact compiled artifact hash, and one unchanged active job. Requires principal_authorized=true, costs the candidate $0, and does not submit an application. Endpoint: https://aidevboard.com/mcp
- apply_to_job (Submit a Confirmed Job Application) - Submit only the exact, visible compiled artifact after the email-verified human principal approves its hash. Requires the single-use approval authorization, an API key, and principal_authorized=true. Candidates and agents are never charged. Endpoint: https://aidevboard.com/mcp
- record_my_application_outcome (Record My Screening Progress) - Record one email-verified candidate's explicitly authorized, fixed-taxonomy application outcome for $0. The receipt is candidate-reported, not employer-verified, creates no acceptance-rate claim, and never changes organic ranking. Endpoint: https://aidevboard.com/mcp
- list_my_interview_outcomes (List My Interview Confirmations) - List employer-reported interview outcomes for applications submitted with the authenticated developer API key. No candidate fee is ever created. Endpoint: https://aidevboard.com/mcp
- respond_to_interview_outcome (Confirm or Dispute an Interview Outcome) - Record the authenticated candidate's independent response to an employer-reported interview. Requires explicit principal authorization. Confirmation can make a fixed employer fee billable; candidates and agents pay $0. Endpoint: https://aidevboard.com/mcp
- list_products (List Outcome-Based Employer Pilot) - Returns AI Dev Board's only agent-readable commercial offer: the employer-funded Verified Interview Pilot. Candidates and agents pay $0; job discovery and the evidence-backed application workflow are free. The pilot is billable only after an owner-approved program, a verified candidate-authorized application, and independent employer and candidate interview confirmation. It never changes organic ranking. Endpoint: https://aidevboard.com/mcp
- quote_product (Quote Product) - Returns the deterministic, outcome-only terms for AI Dev Board's Verified Interview Pilot. No candidate or agent is charged; legacy package, sponsorship, and Dossier product IDs are retired from agent commerce. Endpoint: https://aidevboard.com/mcp
- start_checkout (Request Outcome-Based Employer Pilot Review) - Returns a non-charging owner-review request template for the Verified Interview Pilot only. It creates no request, program, candidate action, invoice, or charge. Employer identity, exact-role authority, and acknowledgement of the capped 30-day terms are required before a separate review request may be submitted. Endpoint: https://aidevboard.com/mcp

## Resources
Not captured

## Prompts
Not captured

## Metadata
- Owner: com.aidevboard
- Version: 1.6.2
- Runtime: Streamable Http
- Transports: HTTP
- License: Not captured
- Language: Not captured
- Stars: Not captured
- Updated: May 8, 2026
- Source: https://registry.modelcontextprotocol.io