MCP server

AI Dev Jobs

com.aidevboard/jobs

Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools

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

Website

At a glance

Type

MCP server

Publisher

aidevboard.com (verified by the MCP Registry)

Status

Working at last check

Tools

20

Token cost

About 4,426 tokens per request

Sets up in

Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok

Last checked

26 Oct 2026, 08:29 UTC

Connect it to your agent

Add to CursorAdd to VS CodeVS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

claude mcp add --transport http jobs https://aidevboard.com/mcp

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.jobs]
url = "https://aidevboard.com/mcp"

Gemini CLI

{"mcpServers":{"jobs":{"httpUrl":"https://aidevboard.com/mcp"}}}

Cursor

{"mcpServers":{"jobs":{"url":"https://aidevboard.com/mcp"}}}

VS Code

{"servers":{"jobs":{"type":"http","url":"https://aidevboard.com/mcp"}}}

Antigravity

agy mcp add jobs https://aidevboard.com/mcp

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"jobs","server_url":"https://aidevboard.com/mcp","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"jobs","server_url":"https://aidevboard.com/mcp"}

Tools

• analyze_application_readiness ~408 tokens
  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
• apply_to_job ~305 tokens
  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.
• approve_compiled_application ~227 tokens
  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.
• compile_job_specific_resume ~447 tokens
  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 m
• get_company ~134 tokens
  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_job ~92 tokens
  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.
• get_salary_data ~202 tokens
  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 ~160 tokens
  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_stats ~96 tokens
  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.
• get_trending_companies ~165 tokens
  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_companies ~91 tokens
  Returns top AI/ML companies by active role count, optionally with average salary. Useful for discovering who is hiring in AI.
• list_my_interview_outcomes ~71 tokens
  List employer-reported interview outcomes for applications submitted with the authenticated developer API key. No candidate fee is ever created.
• list_products ~142 tokens
  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 ap
• list_tags ~66 tokens
  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.
• match_jobs ~350 tokens
  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 p
• quote_product ~117 tokens
  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.
• record_my_application_outcome ~219 tokens
  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.
• respond_to_interview_outcome ~172 tokens
  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.
• search_jobs ~552 tokens
  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
• start_checkout Moves money · ~410 tokens
  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

Browse

• Converting to Markdown
• Email
• Payments
• Invoicing and accounting

Related MCP servers

• Remoteok
  RemoteOK MCP — remote-work job board (tech-heavy), keyless.
• HitPrace
  Read-only Czech job search and market snapshots.
• ENTRA Jobs
  Verified AI/tech jobs from company ATSs: search, fit matching, salary stats; employer job posting
• Voxjobs (Portugal)
  Job listings in Portugal: search, salary statistics, comparables and companies.
• stellenonline.de Jobsuche
  Read-only search across current job listings on stellenonline.de (German job portal).
• Xenition
  Docs, decks, forms, apps you build and deploy, automations, and AI images, video and voice.
• JobsPipe
  Live job postings from 30+ ATS feeds and job boards, one schema. Sign in with OAuth, or use a key.
• InfoSec Job Board
  Search 10k+ live cybersecurity jobs from 246 security companies, plus salary benchmarks and stats.

Badge for your README

[![AptLynx](https://aptlynx.net/badge/com.aidevboard/jobs.svg)](https://aptlynx.net/servers/com.aidevboard/jobs)

Listing text is written by the maker; AptLynx lists tools and does not vouch for them. Find another tool · Browse by topic · For agents