Economics

Data source: ESCO API (European Commission)

MCP MCP Protocol

Endpoint https://context.gnist.ai/mcp/esco/

nobloat — strip report_feedback tool URL-based auth (for clients without header support)

claude_desktop_config.json

{
  "mcpServers": {
    "gnist-esco": {
      "url": "https://context.gnist.ai/mcp/esco/",
      "headers": {
        "Gnist-API-Key": "YOUR_API_KEY"
      }
    }
  }
}

Shell

curl -X POST "https://context.gnist.ai/mcp/esco/" \
  -H "Content-Type: application/json" \
  -H "Accept: application/json, text/event-stream" \
  -H "Gnist-API-Key: YOUR_API_KEY" \
  -d '{"jsonrpc": "2.0", "method": "tools/call", "id": 1, "params": {"name": "esco_search_skills", "arguments": {"query": "example"}}}'

API REST API

API Root https://context.gnist.ai/rest/esco/

6 endpoints available:

GET /rest/esco/esco_search_skills
GET /rest/esco/esco_search_occupations
GET /rest/esco/esco_get_skill
GET /rest/esco/esco_get_occupation
GET /rest/esco/esco_get_occupation_skills
GET /rest/esco/report_feedback

Shell

curl "https://context.gnist.ai/rest/esco/esco_search_skills?query=example" \
  -H "Gnist-API-Key: YOUR_API_KEY"

Python

import httpx

resp = httpx.get(
    "https://context.gnist.ai/rest/esco/esco_search_skills",
    headers={"Gnist-API-Key": "YOUR_API_KEY"},
    params={
        "query": "example"
},
)
print(resp.json())

OpenAPI Spec · Full API Docs

CLI Command Line

Command gc esco

CLI documentation will be available when the GnistAI SDK is published.

Install

pip install gnistai

Available Tools (6)

esco_search_skills

Search the European skills classification (ESCO).

Parameter	Type	Required	Description
`query`	`string`	required	Search query (e.g. "python programming", "data analysis", "project management").
`language`	`string`	optional	Language code for results (en, no, de, fr, etc.). (default: "en")
`limit`	`integer`	optional	Maximum results to return (1-50). (default: 10)

esco_search_occupations

Search the European occupation classification (ESCO).

Parameter	Type	Required	Description
`query`	`string`	required	Search query (e.g. "software developer", "nurse", "electrician").
`language`	`string`	optional	Language code for results. (default: "en")
`limit`	`integer`	optional	Maximum results to return (1-50). (default: 10)