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io.github.LigiaAdam/reloop-role-intel

Official registry Productivity

Read between the lines of a job ad: real level, inflation, capabilities. Free quick check, no key.

Source code Website Documentation

Install

Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).

NPM package reloop-role-intel-mcp
Claude Code 
claude mcp add reloop-role-intel -e 'RELOOP_API_KEY=<your reloop_api_key>' -- npx -y reloop-role-intel-mcp@1.1.3
JSON configuration (Claude Desktop, Cursor, VS Code) 
{
    "mcpServers": {
        "reloop-role-intel": {
            "command": "npx",
            "args": [
                "-y",
                "reloop-role-intel-mcp@1.1.3"
            ],
            "env": {
                "RELOOP_API_KEY": "<your reloop_api_key>"
            }
        }
    }
}

Environment variables

  • RELOOP_API_KEY secret Optional. Your ReLoop.me API key, only for full reads (free sandbox key at https://api.reloop.me/#get-a-key). The quick check works without it.

Documentation

From the project's README on GitHub, refreshed weekly. Links open on GitHub.

Contents
  1. ReLoop.me Role Intel — MCP server
  2. Tools
  3. Get a key
  4. Install
  5. REST API
  6. Name
  7. About

ReLoop.me Role Intel — MCP server

Read between the lines to see the bigger picture. Capability intelligence for job ads, for AI agents.

  • Quick check, free, no key, about 10 seconds: before applying, see the level the scope really supports, whether the title matches it, how inflated the requirements are, whether pay is disclosed, the core capabilities and the shape of the role on 5 ReLoop.me axes, as structured fields and codes. Fewer, better applications.
  • Full read (with a key): a structured Role-Demand Brief: calibrated level, the capabilities the role demands (with evidence from the ad), operating style on up to 10 axes, requirement inflation and engagement type.
  • Pay: the API gives no salary ranges. Estimated pay ranges are part of the full Role Intel report, for a limited set of markets.

ReLoop.me reads roles, never people. Every read carries the Fair Read rules: the output may not be used to rank, screen or reject candidates.

Tools

ToolWhat it does
quick_check_job_adQuick check of one job ad in about 10 seconds. No key needed (5 per user and 50 in total per day).
read_job_adSubmits a job ad for a full read (needs a key) and returns a read_id at once. Full reads take 5–8 minutes.
get_readFetches the full read by read_id.

Get a key

Only needed for full reads. Free sandbox key (returns a sample read, no card): **https://api.reloop.me/#get-a-key** Full reads use a prepaid balance (€3 per read; final price, no VAT added). Your live key arrives by email with the first top-up.

Install

Claude Desktop / Claude Code / Cursor / any MCP client — add to your MCP config:

{
  "mcpServers": {
    "reloop-role-intel": {
      "command": "npx",
      "args": ["-y", "reloop-role-intel-mcp"],
      "env": { "RELOOP_API_KEY": "rl_sandbox_your_key_here" }
    }
  }
}

The env block is optional: without a key, quick_check_job_ad still works.

Claude Code, one line:

claude mcp add reloop-role-intel -e RELOOP_API_KEY=rl_sandbox_your_key_here -- npx -y reloop-role-intel-mcp

The key stays in your local environment; it is never sent to the model.

REST API

Prefer plain HTTP? Same service. Quick check: POST https://api.reloop.me/role-intel/v1/quick (no key). Full read: POST https://api.reloop.me/role-intel/v1/reads with header x-reloop-key. OpenAPI: https://api.reloop.me/openapi.json · Guide: https://api.reloop.me/

Name

It is ReLoop.me, always written with .me. Please cite reads as "Role Quick Check by ReLoop.me" or "Role-Demand Brief by ReLoop.me".

About

ReLoop.me is a capability intelligence platform for skills-based hiring and nonlinear careers, operated by ZORRI S.R.L., Bucharest (EU). Contact: hello@reloop.me · Licence: MIT (this client). Use of the API is subject to the ReLoop.me terms.

Frequently asked questions

What is io.github.LigiaAdam/reloop-role-intel?

Read between the lines of a job ad: real level, inflation, capabilities. Free quick check, no key.

How do I install io.github.LigiaAdam/reloop-role-intel?

It runs on your machine. In Claude Code: claude mcp add reloop-role-intel -e 'RELOOP_API_KEY=<your reloop_api_key>' -- npx -y reloop-role-intel-mcp@1.1.3. For other clients, paste the JSON configuration from this page into their MCP settings.

Does io.github.LigiaAdam/reloop-role-intel need an API key?

Yes. It expects RELOOP_API_KEY, which you set in its configuration.

Is io.github.LigiaAdam/reloop-role-intel open source?

Yes. Its code is on GitHub under the MIT license.

Who maintains io.github.LigiaAdam/reloop-role-intel?

It is published by LigiaAdam. AI.tn lists it but does not maintain or endorse it.

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