AI Dev Jobs

com.aidevboardPublished by aidevboard.comOfficial publisherv1.6.2Updated Oct 24, 2026

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

VerifiedStreamable HTTPWeb executableProductivity & WorkflowData & AnalyticsBusiness & Commerce

Overview

AI-generated overview

An AI/ML job board MCP server that lets an assistant search 8,700+ curated roles, compare salaries, match jobs to a profile, and run an evidence-backed resume/

What you can do
Search and read AI/ML job listings, with filters for tags, workplace, remote eligibility, experience level, salary and keywords, plus similar-job lookup and full posting details by ID or slug. Explore employers: company lists, company profiles, trending hiring companies and index statistics. Research compensation with salary benchmarks by tag, level, workplace or company. Match a candidate profile against active jobs and list available skill tags. Compile a job-specific ATS-oriented resume preview and analyze application readiness against one job. With a verified candidate key, approve a compiled artifact and submit an application, then record outcomes and respond to employer-reported
When to use it
Useful when someone is job-hunting or researching the AI/ML market and wants an assistant to search roles, compare salaries, shortlist employers, or draft and submit an application through a structured, evidence-based workflow.
Requirements
Remote streamable HTTP endpoint; no local runtime or package. No authentication is declared for discovery tools; the application workflow needs an email-verified candidate key, and submission needs an API key. Network access required.
Before you install
The server handles job applications: compiling a resume, approving an artifact hash and submitting to an employer sends candidate evidence and personal data to a third party. Application submission requires explicit principal authorization and an API key. Some employer-side actions can make a fixed employer fee billable; candidates and agents are stated to pay nothing. Treat salary and outcome data as reported, not verified.

Installation

In SourceWeft

  1. Open AI Dev Jobs in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/com.aidevboard%2Fjobs/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "ai-dev-jobs": {
      "type": "http",
      "url": "https://aidevboard.com/mcp"
    }
  }
}

Tools

20

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.

Parameterstagslevellimitquerycompanyjob_typelocationworkplacesalary_minglobal_remoteposted_within_days

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.

Parametersidrequired

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.

Parameterslimit

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.

Parametersslugrequired

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.

Takes no parameters.

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.

Parameterslevellimitskillsrequiredjob_typelocationworkplacesalary_maxsalary_min

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.

Parameterstaglevelcompanyworkplace

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.

Parametersidrequiredlimit

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.

Takes no parameters.

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.

Parametersjob_idrequiredcandidate_skillsevidence_bullets

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.

Parametersjob_idrequiredcandidate_skillsevidence_bulletsrequired

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.

Parametersartifact_idrequiredartifact_hashrequiredprincipal_authorizedrequired

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.

Parametersjob_idrequiredcompiled_artifact_idrequiredprincipal_authorizedrequiredcompiled_artifact_hashrequiredcompiled_authorization_idrequired

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.

Parametersoutcomerequiredapplication_idrequiredprincipal_authorizedrequired

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.

Takes no parameters.

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.

Parametersoutcome_idrequiredprincipal_authorizedrequiredcandidate_confirms_interviewrequired

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.

Takes no parameters.

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.

Parametersproduct_id

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.

Parameterscompanyproduct_idwork_emailemployer_namepilot_role_referencepilot_authority_assertedpilot_terms_acknowledged

Version history

1
  1. v1.6.2LatestSep 16, 2026

Score

83% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.