Job Ad Intelligence MCP Server

A paid MCP-compatible service that helps LLM agents analyse job adverts

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What is the Job Ad Intelligence MCP MCP server?

A paid MCP-compatible service that helps LLM agents analyse job adverts. Exposed over MCP by the job ad intelligence mcp mcp server, that capability becomes something an assistant can invoke while it works, not something you go and do afterwards.

What it actually does

A paid MCP-compatible service that helps LLM agents analyse job advertisements. Exposes five tools for extracting structured data, normalising salaries, detecting seniority, scoring candidate fit, and generating application questions.

Adding it to your client

Setup follows the usual MCP pattern — install or clone the server, register it in your client's configuration file, restart the client. The configuration blocks on this page cover the common clients.

Configuration

You will need 3 environment variables: X402_FACILITATOR_URL, CDP_API_KEY_ID, CDP_API_KEY_SECRET. The server will not start without them, which is usually why the tools fail to appear on a first run. Keep credentials in your client's env block or a secrets manager rather than in a file you might commit.

When to reach for it

Plenty of AI and media services servers cover similar ground. The differences that matter in practice are scope of access and how much setup stands between you and a working tool call. It is maintained by dannydaley76; worth a glance at recent repository activity before you build anything load-bearing on it.

SyncDev reviews every entry in this directory against the project's own documentation before publishing, and revisits them as servers change.

Caveats

  • It runs with your machine's permissions. That is convenient and also the reason to think about what you point it at before you approve a tool call.
  • Missing credentials fail quietly in some clients — if no tools show up, check the environment block first.
  • MCP clients confirm each tool call by default. Leave that on until you have watched what the job ad intelligence mcp mcp server does with a few real requests.

How to install the Job Ad Intelligence MCP MCP server

{
  "mcpServers": {
    "job-ad-intelligence": {
      "url": "http://localhost:3100/mcp",
      "transport": "streamable-http"
    }
  }
}

Configuration as documented by the project. Restart the client after saving.

Configuration

VariableDescriptionRequired
X402_FACILITATOR_URLEndpoint or connection string the server talks to.Yes
CDP_API_KEY_IDCredential the server authenticates with.Yes
CDP_API_KEY_SECRETCredential the server authenticates with.Yes

Frequently asked questions

It connects Job Ad Intelligence MCP to MCP-compatible AI assistants such as Claude and Cursor. Instead of copying data back and forth by hand, the assistant works with Job Ad Intelligence MCP directly.