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  3. ILOSTAT — ILO Labour Statistics (provenance First)
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Health: Not checked yetWe have not completed a health check for this listing yet.Last checked 8/11/2026, 12:15:03 AM

ILOSTAT — ILO Labour Statistics (provenance First)

Enrichment pendingWe haven’t run our AI enrichment pass on this listing yet, so the overview, use cases, and FAQ below may be sparse or missing. We work through the catalog over time — check back soon.
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Labour statistics from ILOSTAT (ILO) with full provenance: source URL, vintage, license.

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claude_desktop_config.json
{
  "mcpServers": {
    "ilostat-ilo-labour-statistics-provenance-first": {
      "command": "npx",
      "args": [
        "-y",
        "ilostat-ilo-labour-statistics-provenance-first"
      ]
    }
  }
}

💡 Paste into ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows)

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Documentation Overview

ilo-mcp-server — servidor MCP provenance-first do ILOSTAT

Servidor MCP (Streamable HTTP) para o ILOSTAT, a base estatística da Organização Internacional do Trabalho, hospedado em Cloudflare Workers. Projeto ilostat (C:\dev\mcp\ilostat\roadmap.md), instanciado do template da Fase 0 do portfólio (mcp-br-commons/templates/cloudflare-worker). A fonte UNESCO UIS vive no servidor irmão uis-mcp-server (decisão do decisor, 07/08/2026: um servidor por fonte — segregação estrutural CC BY / CC BY-SA e convenção de naming do mcp-builder; tools com prefixo de serviço ilo_).

Produção: https://ilo.sidneybissoli.com (endpoint MCP em /mcp; padrão de URLs do portfólio). O hostname ilo-mcp-server.sidneybissoli.workers.dev permanece servido como secundário.

Tools

ToolO quêFonte
ilo_search_indicatorsbusca ~1.210 dataflows por palavra-chave (paginação por offset)catálogo em D1 (100% local)
ilo_get_indicator_metadatadimensões, codelists, vintage, defaults de um dataflowestrutura em KV (miss → upstream)
ilo_list_dimension_valuescódigos válidos de uma dimensão (paginação por offset)codelist em KV (miss → upstream)
ilo_get_dataobservações com filtros por dimensão e período1 chamada REST por consulta

Toda resposta carrega o bloco de proveniência v1.0 (@sbissoli/mcp-provenance, modos concise/detailed via parâmetro provenance_mode) nos três canais do contrato: structuredContent, _meta namespaced (com.sidneybissoli.ilostat/*) e rodapé de texto.

Decisões vinculantes (spike Sessão 04 + decisor, 07/08/2026)

  • JSON só via header Accept (application/vnd.sdmx.{structure,data}+json) — ?format= é ignorado pelo endpoint e devolve XML.
  • Nunca emitir consulta irrestrita (/all → HTTP 504 do gateway em ~61 s). REF_AREA é obrigatório em ilo_get_data, com teto de 30 áreas por chamada e erro pedagógico pedindo lotes/paginação por período. Sem fatiamento server-side no MVP; reavaliar pós-lançamento com dados do UsageTracker.
  • Codelists cacheadas POR CODELIST (codelist:ILO:CL_AREA:1.0, TTL 7 dias) — CL_MEASURE/CL_AREA são compartilhadas entre dataflows (~90% de economia de KV). Estrutura de dataflow em KV com TTL 24 h (é a fonte do data_vintage).
  • data_vintage = annotation LAST_UPDATE do dataflow (dd/MM/yyyy → ISO), servido da estrutura cacheada — consulta típica permanece 1 chamada REST.
  • Catálogo em D1, seed via scripts/seed-catalog.mjs; o retrieved_at do seed é gravado em catalog_meta e reportado na proveniência de ilo_search_indicators (served_from_cache: true).
  • retrieved_at é sempre o instante REAL da extração no upstream, preservado junto ao valor cacheado — nunca o momento do build ou da resposta.
  • User-Agent identificável em toda chamada upstream (o gateway da OIT responde 500 a clientes sem UA reconhecível; o fetch do Node/undici é rejeitado mesmo com UA — o seed usa curl).
  • Idioma do servidor: inglês; fuso: UTC (persona internacional; dados da OIT são publicados em inglês).

Regra de derived (caso de fronteira — decisão do decisor, 07/08/2026)

Conversão de unidade e arredondamento não contam como derivação: derived=false com nota documentando a conversão. derived=true fica reservado a transformação real (agregação, taxa calculada pelo servidor, interpolação, harmonização), sempre com derivation_note. Regra operativa: valor com o mesmo significado = não derivado; valor calculado = derivado. O MVP não transforma nada — derived é sempre false.

Notices

notices reproduz os valores de OBS_STATUS (canal de status/disclaimer do SDMX, ex.: "Break in series"), verbatim com contagem. Atributos técnicos por observação (DECIMALS etc.) permanecem nas linhas (rows[].attributes).

Obrigações de licença (docs/02 do projeto)

  • ILOSTAT: CC BY 4.0 (dados/metadados desde 03/05/2023; verified_at 2026-08-04).
  • Atribuição ILO em toda resposta (campo citation): International Labour Organization, ILOSTAT, https://ilostat.ilo.org/data/, accessed <data>.
  • Não usar o logo da OIT. Landing declara "not endorsed by the ILO".
  • Dados UIS (CC BY-SA) vivem no servidor irmão uis-mcp-server — segregação estrutural: os dois regimes nunca coabitam um servidor.

Desenvolvimento

Terminal
npm install
npm run typecheck && npm test   # 62 testes offline (parsers, chave, tools, evals-fixtures)
npm run dev                     # http://localhost:8787/mcp

# Seed do catálogo (D1) — necessário antes do primeiro uso:
node scripts/seed-catalog.mjs   # baixa via curl e gera scripts/seed-catalog.sql
npx wrangler d1 execute ilostat-catalog --local  --file=scripts/seed-catalog.sql
npx wrangler d1 execute ilostat-catalog --remote --file=scripts/seed-catalog.sql

npm run deploy
node scripts/smoke-mcp.mjs      # smoke do MCP em produção (initialize → 4 tools → erros)

Refresh do seed (D1) — decisão da Sessão 07 (07/08/2026)

Estratégia: seed manual com gatilho definido; sem cron do Worker. Os dados de ilo_get_data são sempre live (nunca envelhecem); o que o seed congela é só o catálogo de busca (~1.210 dataflows, quase estático no upstream). A proveniência de ilo_search_indicators expõe o retrieved_at REAL do seed, então a idade do catálogo é sempre visível ao cliente — staleness explícita, não silenciosa.

  • Gatilhos de re-seed: (a) trimestral; (b) imediato se um dataflow existente no upstream não aparecer na busca (sintoma de catálogo defasado). Procedimento: os 3 comandos de seed em "Desenvolvimento".
  • Cron rejeitado por ora: cadência upstream baixa não justifica código/estado extra; reavaliar na Fase 3 (pós-submissão), com tráfego real — mesma janela da reavaliação dos tetos operacionais.

Evals

@sbissoli/mcp-evals: 24 fixtures próprias em evals/fixtures/queries.ts, validadas offline em npm test. A rodada com modelo real (npm run eval) custa API — só com decisão explícita (ANTHROPIC_API_KEY; sem a chave, sai 0 com instruções). Rodada de 07/08/2026 (Sessão 07): top-1 100% (24/24) — evals/results/.

End-to-end (formato mcp-builder): 10 perguntas complexas com resposta única verificável em evals/e2e/evaluation.xml, respostas validadas manualmente contra a produção (evals/e2e/validacao-respostas.md). Rodada de 07/08/2026 (Sonnet): 9/10 string exata; 10/10 substantivo — evals/results/2026-08-07-e2e.md. Harness: fase0-insumos/mcp-builder-evaluation/evaluation.py -t http -u https://ilo.sidneybissoli.com/mcp (exige as correções de compatibilidade descritas no registro de resultados).

Rotas

/ landing · /health liveness · /status versão+deploy · /metrics uso agregado · /mcp MCP Streamable HTTP. Auth Bearer opcional (wrangler secret put API_KEY); rate limit token-bucket por IP.

Privacidade

Política de privacidade do serviço hospedado: PRIVACY.md.

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Frequently Asked Questions about ILOSTAT — ILO Labour Statistics (provenance First)

Add the following block to your claude_desktop_config.json under mcpServers: "mcpServers": { "ilostat-ilo-labour-statistics-provenance-first": { "command": "npx", "args": ["-y", "ILOSTAT — ILO Labour Statistics (provenance-first)"] } }

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RuntimeNode.js
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27Quality signal: Emerging · 27/100How this signal is calculated ▾
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Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership8/20
Documentation & tools11/30
Adoption & activity1/15
Community engagement0/10

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