INDIVIDUAL MCP TOOL

match_jobs

Rank active AI/ML jobs against a candidate profile (skills, salary range, workplace, level).

aidevboard.comnone authenticationAvailability not checked

Input schema

{}

Inferred read-only · medium confidence · heuristic, not a guarantee.

No write-capable action terms were found; this is not proof that invocation has no side effects.

CONNECT WITH APPROVAL

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.

search_jobs — Search curated AI/ML engineering roles.
get_job — Fetch full job posting by ID or slug: title, description, requirements, salary, workplace, tags, apply URL.
list_companies — Returns top AI/ML companies by active role count, optionally with average salary.
get_company — Get detailed profile for an AI company: total open roles, salary range, top tags/skills, workplace distribution, and apply URL.
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.
get_salary_data — Salary benchmarks for AI/ML roles.
get_similar_jobs — Given a job ID or slug, return active jobs that match on tag overlap, same workplace, level, and job type.
get_trending_companies — Companies posting the most AI/ML jobs in the last N days.