research_with_sources
Enables generating deterministic, cited research findings from caller-supplied source metadata and excerpts via a local-fixture MCP tool, supporting English and Spanish.
README
Research Scout Provider
Independent English/Spanish TypeScript provider that turns caller-supplied source metadata and excerpts into deterministic, traceable research fixtures. It exposes an HTTP API and an MCP-shaped stdio tool.
Proveedor TypeScript independiente en inglés/español que convierte metadatos y extractos proporcionados por el cliente en resultados de investigación deterministas y trazables. Expone una API HTTP y una herramienta MCP por stdio.
This service does not fetch source URLs or perform live fact-checking. It never contacts Stellar Bazaar. The public deployment is a standalone demonstration endpoint.
Live deployment: https://research-scout-provider.vercel.app
Public API
After deployment, the following routes are available:
| Method | Route | Purpose |
|---|---|---|
GET |
/ |
Provider metadata and route discovery |
GET |
/health |
Health and operating-mode status |
POST |
/v1/research |
Produce cited findings from supplied sources |
Example request:
curl -X POST "$PROVIDER_URL/v1/research" \
-H "content-type: application/json" \
-d '{
"query": "What is Stellar used for?",
"locale": "en",
"maxSources": 5,
"sources": [{
"title": "Example source",
"url": "https://example.com/article",
"excerpt": "Caller-provided evidence.",
"publisher": "Example",
"publishedAt": "2026-01-01T00:00:00Z"
}]
}'
The response contains summary, individually cited findings, normalized citations, explicit limitations, and mode: "local_fixture". Select Spanish with "locale": "es".
La respuesta incluye summary, findings con citas individuales, citations normalizadas, limitations explícitas y mode: "local_fixture". Usa "locale": "es" para español.
Input limits
- Query: 2–500 characters.
- Sources: 1–25 entries; only HTTP(S) URLs are accepted.
- Source title: up to 300 characters; excerpt: up to 2,000 characters.
maxSources: 1–10, default 5.- Local Node server request body: maximum 64 KiB.
- No credentials, wallet data, payment data, or secrets should be submitted.
Local development
Requires Node.js 20 or newer.
npm ci
npm run check
npm start
The local HTTP server listens on http://127.0.0.1:8787. To run MCP over stdio after building:
npm run build
npm run start:mcp
The MCP tool is named research_with_sources. Its input and output contract matches the HTTP endpoint.
Deploy to Vercel
This repository includes vercel.json and three serverless entry points under api/. Deploy it as a separate Vercel project:
npx vercel
npx vercel --prod
No environment variables are required. Vercel rewrites /, /health, and /v1/research to their corresponding serverless functions.
Safety and data policy
- No outbound network requests or browser automation.
- No persistence, authentication, payments, wallets, or credential handling.
- Stable source IDs are derived from source URLs with SHA-256 when omitted.
- Output synthesizes only caller-supplied text and is not independent verification.
- No integration with or publication to Stellar Bazaar.
See service-card.json for machine-readable discovery.
License
Apache License 2.0. See LICENSE.
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