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AI Dev Jobs

by aidevboard.com · remote · no sign-in to list tools · v1.6.2 · published by com.aidevboard

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

Changes · 7
CompareRegistry entry

20 tools: 7 change things and 13 only read.

Scanned Oct 21, 2026

No check matched anything in the tool definitions. No finding is not a safety guarantee. How the checks work.

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

Tools

Open a tool for its reasons and full description. Descriptions are the publisher's own words, shown as they are.

20 tools

Changes things 7Claude Code: ask
  • apply_to_jobSubmit only the exact, visible compiled artifact after the email-verified human principal approves its hash.No findings

    Why it is in this group

    • The name "apply_to_job" says "apply": a word for a change.
    Description, as the server wrote it
    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_applicationCreate a short-lived, single-use authorization for one email-verified candidate, one exact compiled artifact hash, and one unchanged active job.No findings

    Why it is in this group

    • The name "approve_compiled_application" says "approve": a word for a change.
    Description, as the server wrote it
    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_resumeCompile a $0 candidate-controlled ATS-oriented plain-text Markdown resume for one active job using only candidate-verified evidence.No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    Description, as the server wrote it
    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.
  • match_jobsRank active AI/ML jobs against a candidate profile for free.No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    Description, as the server wrote it
    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.
  • record_my_application_outcomeRecord one email-verified candidate's explicitly authorized, fixed-taxonomy application outcome for $0.No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    Description, as the server wrote it
    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_outcomeRecord the authenticated candidate's independent response to an employer-reported interview.No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    Description, as the server wrote it
    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.
  • start_checkoutReturns a non-charging owner-review request template for the Verified Interview Pilot only.No findings

    Why it is in this group

    • The name "start_checkout" says "start": a word for a change.
    Description, as the server wrote it
    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.
Only reads 13Claude Code: allow
  • analyze_application_readinessAnalyze candidate-verified evidence against one active job for $0 without requiring identity.No findings

    Why it is in this group

    • The name "analyze_application_readiness" says "analyze": a word for reading.
    Description, as the server wrote it
    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.
  • get_companyGet detailed profile for an AI company: total open roles, salary range, top tags/skills, workplace distribution, and apply URL.No findings

    Why it is in this group

    • The name "get_company" says "get": a word for reading.
    Description, as the server wrote it
    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_jobFetch full job posting by ID or slug: title, description, requirements, salary, workplace, tags, apply URL.No findings

    Why it is in this group

    • The name "get_job" says "get": a word for reading.
    Description, as the server wrote it
    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_dataSalary benchmarks for AI/ML roles.No findings

    Why it is in this group

    • The name "get_salary_data" says "get": a word for reading.
    Description, as the server wrote it
    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_jobsGiven a job ID or slug, return active jobs that match on tag overlap, same workplace, level, and job type.No findings

    Why it is in this group

    • The name "get_similar_jobs" says "get": a word for reading.
    Description, as the server wrote it
    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_statsCurrent 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 …No findings

    Why it is in this group

    • The name "get_stats" says "get": a word for reading.
    Description, as the server wrote it
    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.
  • list_companiesReturns top AI/ML companies by active role count, optionally with average salary.No findings

    Why it is in this group

    • The name "list_companies" says "list": a word for reading.
    Description, as the server wrote it
    Returns top AI/ML companies by active role count, optionally with average salary. Useful for discovering who is hiring in AI.
  • list_my_interview_outcomesList employer-reported interview outcomes for applications submitted with the authenticated developer API key.No findings

    Why it is in this group

    • The name "list_my_interview_outcomes" says "list": a word for reading.
    Description, as the server wrote it
    List employer-reported interview outcomes for applications submitted with the authenticated developer API key. No candidate fee is ever created.
  • list_productsReturns AI Dev Board's only agent-readable commercial offer: the employer-funded Verified Interview Pilot.No findings

    Why it is in this group

    • The name "list_products" says "list": a word for reading.
    Description, as the server wrote it
    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.
  • list_tagsReturns all available job tags/skills with the count of active jobs for each.No findings

    Why it is in this group

    • The name "list_tags" says "list": a word for reading.
    Description, as the server wrote it
    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.
  • quote_productReturns the deterministic, outcome-only terms for AI Dev Board's Verified Interview Pilot.No findings

    Why it is in this group

    • The description's first verb is "return": a word for reading.
    Description, as the server wrote it
    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.
  • search_jobsSearch curated AI/ML engineering roles for free.No findings

    Why it is in this group

    • The name "search_jobs" says "search": a word for reading.
    Description, as the server wrote it
    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.

This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.

Install

Pinned to version 1.6.2. Values in angle brackets are yours to fill in.

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

Run in a terminal.

Claude Code permissions

Allow the reads, ask before a change, deny the deletes. Paste into .claude/settings.json.

.claude/settings.json
{
  "permissions": {
    "allow": [
      "mcp__jobs__search_jobs",
      "mcp__jobs__get_job",
      "mcp__jobs__list_companies",
      "mcp__jobs__get_company",
      "mcp__jobs__get_stats",
      "mcp__jobs__get_salary_data",
      "mcp__jobs__get_similar_jobs",
      "mcp__jobs__get_trending_companies",
      "mcp__jobs__list_tags",
      "mcp__jobs__analyze_application_readiness",
      "mcp__jobs__list_my_interview_outcomes",
      "mcp__jobs__list_products",
      "mcp__jobs__quote_product"
    ],
    "ask": [
      "mcp__jobs__match_jobs",
      "mcp__jobs__compile_job_specific_resume",
      "mcp__jobs__approve_compiled_application",
      "mcp__jobs__apply_to_job",
      "mcp__jobs__record_my_application_outcome",
      "mcp__jobs__respond_to_interview_outcome",
      "mcp__jobs__start_checkout"
    ],
    "deny": []
  }
}

Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. It assumes the server is installed as jobs. Review it before you use it.