ai-dev-jobs-mcp

ai-dev-jobs-mcp is a skill for Claude Code from Ghosteken/agent-harness. It costs 41 tokens per session (1,338 once invoked), scanned A, a copy of ai-dev-jobs-mcp, MIT.

An MCP service that provides access to a live index of artificial intelligence and machine-learning job listings. MCP is a standard way for AI agents to connect to external tools and data.

In plain words
What is it for?
Finding AI and ML jobs by role, location, or company; inspecting listings; matching jobs to a profile; and reviewing hiring and salary statistics.
Why use it?
It avoids searching many job sites separately and gives an agent one place to look up roles, employers, matches, salaries, and market information.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the agent-harness plugin — 173 skills, 13 commands, 12 agents shipped together

Good fit Finding AI and ML jobs by role, location, or company; inspecting listings; matching jobs to a profile; and reviewing hiring and salary statistics.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/ghosteken/agent-harness/ai-dev-jobs-mcp
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add Ghosteken/agent-harness --skill ai-dev-jobs-mcp
Clone the repo
git clone --depth 1 https://github.com/Ghosteken/agent-harness

Made for: Claude Code.

Or install agent-harness, the plugin that ships this one along with the rest of its 173 skills, 13 commands, 12 agents.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for ai-dev-jobs-mcp

README.md
[![agentmods](https://agentmods.dev/badge/skills/ghosteken/agent-harness/ai-dev-jobs-mcp/github.svg)](https://agentmods.dev/skills/ghosteken/agent-harness/ai-dev-jobs-mcp)
Your own site
<a href="https://agentmods.dev/skills/ghosteken/agent-harness/ai-dev-jobs-mcp"><img src="https://agentmods.dev/badge/skills/ghosteken/agent-harness/ai-dev-jobs-mcp/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for ai-dev-jobs-mcp

Your own site · 80×15
<a href="https://agentmods.dev/skills/ghosteken/agent-harness/ai-dev-jobs-mcp"><img src="https://agentmods.dev/badge/skills/ghosteken/agent-harness/ai-dev-jobs-mcp.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 41 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,338 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin 100% copy Near-identical to another mod in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00041 $0.01338
Opus 5 $0.00020 $0.00669
Sonnet 5 $0.00008 $0.00268
Haiku 4.5 $0.00004 $0.00134

Measured 11d ago against content hash a2b1a409696d, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

ai-dev-jobs-mcp scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

100% identical to ai-dev-jobs-mcp — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

archive/skills-community/ai-dev-jobs-mcp/SKILL.md · 181 lines

How it starts

The opening of the file, as written. The whole thing — 181 lines — stays where its author put it; the contents beside it link to each section on GitHub.

AI Dev Jobs MCP

Overview

AI Dev Jobs is a remote MCP server that gives AI agents access to a live index of AI and ML job listings. As of April 17, 2026, the live MCP stats report 8,405 active roles across 489 companies, a $213,500 median salary, and 600 new jobs this week. Agents can search jobs by role, location, or company, retrieve full job details, list hiring companies, match roles to a profile, and get salary or aggregate market statistics. It is designed for AI agents that assist with job searching, recruiting, or labor market analysis.

When to Use This Skill

  • Use when helping a user search for AI or ML engineering jobs
  • Use when an agent needs to look up which companies are hiring for specific AI roles
  • Use when building recruiting or talent-matching workflows
  • Use when analyzing the AI job market (open positions, top companies, role distribution)

MCP Configuration

Add the AI Dev Jobs MCP server to your client configuration. The endpoint uses streamable HTTP and requires no authentication.

Claude Desktop / Cursor / Windsurf

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

No API key or authentication is required.

Available Tools

search_jobs

Search the job index by keyword, location, company, or work arrangement. Returns matching listings with title, company, location, and salary information.

search_jobs({ query: "machine learning engineer", location: "remote" })

get_job

Retrieve full details for a specific job listing by ID, including description, requirements, salary range, and application link.

get_job({ id: "abc123" })

list_companies

List all companies in the index with their open position counts. Useful for discovering which companies are actively hiring.

list_companies({})

get_company

Retrieve details for a specific company, including available AI roles when exposed by the endpoint.

get_company({ id: "openai" })

Read the full file on GitHub · 181 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 11d ago First seen · 181 lines · 41 tokens per session scan A a2b1a409696d

Subscribe to this mod's changes

ai-dev-jobs-mcp is a skill published in the GitHub repository Ghosteken/agent-harness (2 stars, last pushed today), licensed MIT. It adds 41 tokens to every session and 1,338 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. It is 100% identical to ai-dev-jobs-mcp, differing in 0 lines, and is treated as a copy.

Related

Other skills, from other repositories

ai-dev-jobs-mcp

Search 8,400+ AI and ML jobs across 489 companies, inspect listings and employers, match roles, and view salary and market stats via AI Dev Jobs MCP.

aboalrejal-ai/skills · 41 tokens

ai-dev-jobs-mcp

Search 8,400+ AI and ML jobs across 489 companies, inspect listings and employers, match roles, and view salary and market stats via AI Dev Jobs MCP.

sickn33/agentic-awesome-skills · 41 tokens

ai-dev-jobs-mcp-v2

AI Dev Jobs MCP workflow skill. Use this skill when the user needs Search 8,400+ AI and ML jobs across 489 companies, inspect listings and employers, match roles, and view salary and market stats via AI Dev Jobs MCP and the operator should preserve the upstream workflow, copied support files, and provenance before…

diegosouzapw/awesome-omni-skills · 78 tokens

ai-dev-jobs-mcp

Search 8,400+ AI and ML jobs across 489 companies, inspect listings and employers, match roles, and view salary and market stats via AI Dev Jobs MCP.

sinhoneyy/master-skills · 41 tokens

ai-dev-jobs-mcp

AI Dev Jobs MCP workflow skill. Use this skill when the user needs Search 8,400+ AI and ML jobs across 489 companies, inspect listings and employers, match roles, and view salary and market stats via AI Dev Jobs MCP and the operator should preserve the upstream workflow, copied support files, and provenance before…

diegosouzapw/awesome-omni-skills · 76 tokens

ai-dev-jobs-mcp

Search 8,400+ AI and ML jobs across 489 companies, inspect listings and employers, match roles, and view salary and market stats via AI Dev Jobs MCP.

iradoweck/antigravity-awesome-skills · 41 tokens