AI & Machine Learning

aidevboard.com

Search and retrieve AI/ML engineering job listings and company profiles.

1 endpoint20 known toolsFirst detected May 18, 2026Last detected September 17, 2026

ENDPOINT 1

https://aidevboard.com/mcp

No auth detected

MCP server metadata

Name: aidevjobs
Version: 1.0.0

Capabilities

tools

Server instructions

Specialized job board for AI/ML engineers. Search and matching are free. Candidates may use analyze_application_readiness without identity for a transient gap analysis, or call compile_job_specific_resume without identity for a non-persisted $0 preview based only on candidate-verified evidence. A verified candidate key is required to save an immutable draft. After a saved compilation, the agent must stop, display the complete artifact verbatim, and ask the candidate_review approval question. Saved drafts are non-submitting; only after the email-verified human candidate explicitly approves that exact artifact and job may the agent call approve_compiled_application, then apply_to_job with the short-lived single-use authorization. Candidates may use record_my_application_outcome to create a $0 self-reported screening-progression receipt; it is not employer verification or an acceptance-rate claim. Employer-reported interviews require independent candidate confirmation through list_my_interview_outcomes and respond_to_interview_outcome; candidates and agents are never charged. The sole commercial model is an employer-funded, owner-reviewed outcome pilot that never affects organic search.

Known tools 20

search_jobs

Search curated AI/ML engineering roles for free.

Inferred read-only

get_job

Fetch full job posting by ID or slug: title, description, requirements, salary, workplace, tags, apply URL.

Inferred read-only

list_companies

Returns top AI/ML companies by active role count, optionally with average salary.

Inferred read-only

get_company

Get detailed profile for an AI company: total open roles, salary range, top tags/skills, workplace distribution, and apply URL.

Inferred read-only

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.

Inferred read-only

match_jobs

Rank active AI/ML jobs against a candidate profile for free.

Inferred read-only

get_salary_data

Salary benchmarks for AI/ML roles.

Inferred read-only

get_similar_jobs

Given a job ID or slug, return active jobs that match on tag overlap, same workplace, level, and job type.

Inferred read-only

get_trending_companies

Companies posting the most AI/ML jobs in the last N days.

Inferred read-only

list_tags

Returns all available job tags/skills with the count of active jobs for each.

Inferred read-only

analyze_application_readiness

Analyze candidate-verified evidence against one active job for $0 without requiring identity.

Inferred read-only

compile_job_specific_resume

Compile a $0 candidate-controlled ATS-oriented plain-text Markdown resume for one active job using only candidate-verified evidence.

Inferred read-only

approve_compiled_application

Create a short-lived, single-use authorization for one email-verified candidate, one exact compiled artifact hash, and one unchanged active job.

Potential side effects

apply_to_job

Submit only the exact, visible compiled artifact after the email-verified human principal approves its hash.

Potential side effects

record_my_application_outcome

Record one email-verified candidate's explicitly authorized, fixed-taxonomy application outcome for $0.

Potential side effects

list_my_interview_outcomes

List employer-reported interview outcomes for applications submitted with the authenticated developer API key.

Inferred read-only

respond_to_interview_outcome

Record the authenticated candidate's independent response to an employer-reported interview.

Inferred read-only

list_products

Returns AI Dev Board's only agent-readable commercial offer: the employer-funded Verified Interview Pilot.

Inferred read-only

quote_product

Returns the deterministic, outcome-only terms for AI Dev Board's Verified Interview Pilot.

Inferred read-only

start_checkout

Returns a non-charging owner-review request template for the Verified Interview Pilot only.

Inferred read-only

CONNECT WITH APPROVAL

Client installation

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.aidevjobs]
url = "https://aidevboard.com/mcp"
enabled = true

Claude Code

.mcp.json

{
  "mcpServers": {
    "aidevjobs": {
      "type": "http",
      "url": "https://aidevboard.com/mcp"
    }
  }
}

Claude Desktop

Settings → Connectors → Add custom connector

Name: aidevjobs
Remote MCP URL: https://aidevboard.com/mcp

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

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

Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code

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

Generic MCP

Client-specific MCP configuration

{
  "name": "aidevjobs",
  "transport": "streamable-http",
  "url": "https://aidevboard.com/mcp"
}

MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

TRUST AND VERIFICATION EVIDENCE

Trust Data Available

BuiltWith Trust API v2 evidence for aidevboard.com was fetched 2026-09-26T11:03:32.465Z.

Trust status Neutral

aidevboard.com is assessed as Neutral: No suspicious signals found, but no strong positive signal either

Indexed

Evidence is source-attributed and does not guarantee that a third-party server is safe. Risk labels are conservative metadata heuristics.