For developers and AI assistants

Build on language industry hiring data

Every active localization, translation and internationalization job we track, plus the companies behind them. Connect your AI assistant in two minutes, or query the REST API directly. Free with a langleaders account.

MCP for AI assistantsREST APIFree, instant key

0+active roles

0+companies

Updated every 8 hours

Connect your AI assistant

MCP stands for Model Context Protocol, an open standard that lets AI assistants read live data from external sources. Connect langleaders to Claude or ChatGPT and you can ask questions about the language job market in plain English. The assistant reads the same data this site runs on, updated throughout the day. You sign in with your langleaders account, so there is no API key to copy or manage.

What this unlocks

Find relevant roles

Ask Claude to find localization engineering roles in Germany that accept remote applications. It searches the live database and returns results with company names, locations and links.

Research the market

Ask about hiring trends, which companies are actively recruiting in your discipline, or how many language AI roles exist right now. The data is current, not cached.

Explore companies

Get a full picture of any tracked employer: how many roles they have open, which countries they hire in, and what disciplines they focus on.

Add to Claude Desktop

1Open Claude Desktop
2Go to Settings, then Connectors
3Click Add custom connector
4Paste this URL:
url
```
https://langleaders.com/mcp
```
5Approve the sign-in screen with your langleaders account
6Start asking about language industry jobs

Add to ChatGPT

1Open ChatGPT
2Go to Settings, then Connectors
3Click Add, then paste this URL:
url
```
https://langleaders.com/mcp
```
4Sign in with your langleaders account when prompted

Available tools

search_jobs

Search active roles

Find jobs by keyword, discipline, country, remote policy, or seniority. Returns up to 50 results with full job details and apply links.

keyword, discipline, country, remote, seniority, limit

get_job

Get a specific role

Fetch complete details for a single job by its ID, including the full description and apply link.

job_id

search_companies

Search companies

Find employers by name, company type or country. Returns company profiles with active role counts.

keyword, company_type, country, limit

get_company

Get a company profile

Fetch a full employer profile including all their active open roles, the countries they hire in, and their discipline breakdown.

slug

get_hiring_stats

Get market stats

Returns live counts of active roles, companies hiring, countries with open positions, and the current LIHI score.

No parameters required

100 requests every 24 hours per account. Resets at midnight UTC.

REST API

The REST API returns the same data as JSON. Use it to build a dashboard, run research, power a custom tool, or feed your own product. Authenticate with an API key and query any endpoint directly.

Base URL

url

https://vymaumegmmqrwndmvhee.supabase.co/functions/v1/api

Authentication

http

Authorization: Bearer ll_live_YOUR_KEY

GET/jobs

Search active language industry jobs. Supports filtering by discipline, country, remote policy, seniority, and keyword. Returns paginated results.

Parameter	Type	Description
q	string	Keyword search
disciplines	string[]	Filter by discipline
countries	string[]	ISO2 country codes
remotePolicies	string[]	remote, hybrid or onsite
seniorities	string[]	entry, mid, senior, lead or director
page	number	Page number, default 1
limit	number	Results per page, 1 to 50, default 20
sort	string	newest or oldest

bash

curl -H "Authorization: Bearer ll_live_YOUR_KEY" \
  "https://vymaumegmmqrwndmvhee.supabase.co/functions/v1/api/jobs?disciplines=localization_engineering&countries=DE&limit=5"

json

{
  "data": [],
  "meta": {
    "total": 1,
    "page": 1,
    "limit": 5,
    "hasMore": false
  }
}

GET/jobs/:id

Fetch complete details for a single job by its ID.

bash

curl -H "Authorization: Bearer ll_live_YOUR_KEY" \
  "https://vymaumegmmqrwndmvhee.supabase.co/functions/v1/api/jobs/JOB_ID"

GET/companies

List tracked companies with active role counts.

Parameter	Type	Description
q	string	Keyword search
type	string	Company type, for example lsp or enterprise
country	string	ISO2 country code
hasOpenRoles	boolean	Only companies with active roles
page	number	Page number, default 1
limit	number	Results per page, 1 to 50, default 20

bash

curl -H "Authorization: Bearer ll_live_YOUR_KEY" \
  "https://vymaumegmmqrwndmvhee.supabase.co/functions/v1/api/companies?type=lsp&hasOpenRoles=true&limit=5"

GET/companies/:slug

Fetch a company profile and all their active open roles.

bash

curl -H "Authorization: Bearer ll_live_YOUR_KEY" \
  "https://vymaumegmmqrwndmvhee.supabase.co/functions/v1/api/companies/welocalize"

json

{
  "data": null
}

GET/stats

Live counts of active roles, companies hiring, countries, and AI signal percentage.

bash

curl -H "Authorization: Bearer ll_live_YOUR_KEY" "https://vymaumegmmqrwndmvhee.supabase.co/functions/v1/api/stats"

GET/trends

Discipline mix, pillar breakdown, top countries, remote split, and seniority distribution.

bash

curl -H "Authorization: Bearer ll_live_YOUR_KEY" "https://vymaumegmmqrwndmvhee.supabase.co/functions/v1/api/trends"

POST/jobs/submit

Submit a job listing for review. Requires an API key.

bash

curl -X POST \
  -H "Authorization: Bearer ll_live_YOUR_KEY" \
  -H "Content-Type: application/json" \
  -d '{"title":"Localization PM","company":"Acme Corp","url":"https://acme.com/jobs/123"}' \
  "https://vymaumegmmqrwndmvhee.supabase.co/functions/v1/api/jobs/submit"

POST/companies/suggest

Suggest a company for langleaders to track. Requires an API key.

bash

curl -X POST \
  -H "Authorization: Bearer ll_live_YOUR_KEY" \
  -H "Content-Type: application/json" \
  -d '{"name":"Acme Localization","website":"https://acme.com","company_type":"lsp"}' \
  "https://vymaumegmmqrwndmvhee.supabase.co/functions/v1/api/companies/suggest"

Rate limits

All endpoints share a single limit of 100 requests every 24 hours. Anonymous requests are limited by IP address. Authenticated requests are limited by API key.

json

{
  "error": "Rate limit exceeded",
  "message": "You have used your 100 request limit for today. Resets at midnight UTC.",
  "reset": "2026-08-05T00:00:00.000Z",
  "remaining": 0
}

http

X-RateLimit-Limit: 100
X-RateLimit-Remaining: 87
X-RateLimit-Reset: 2026-08-05T00:00:00.000Z

Get your API key

API keys are free and issued instantly. Sign in with your langleaders account to create one.

Live data

Active jobs

Companies tracked

Companies hiring

Top countries

Top disciplines

Job data updates every 8 hours via direct ATS connections and LinkedIn discovery. LIHI publishes every Sunday.