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ValueinValuein
Screening

Screen Universe by Factor Scores

screen_universe
Free
Pro · Institutional

Cross-sectional factor screening using pipeline-computed percentile ranks. Returns companies ranked by a composite score (or a single company's scores in single-entity mode). Supports sector filtering. Ranks are percentiles where 1.0 = best in universe.

Example Call

example_call.pypython
# Using the Valuein MCP server from Python (via MCP SDK)
# Or call directly from Claude / Cursor after setup

result = await client.call_tool(
    "screen_universe",
    arguments={}
)
print(result)

Direct tool call:screen_universe(sector="Technology", sort_by="composite_rank", limit=10)

Try it now

No token required

Paste this in your terminal — the free tier returns real S&P500 data without authentication.

try-it.shbash
# No auth required — sample tier covers S&P500 with a 5-year window.
# Add an Authorization: Bearer header for full universe and history.
$ curl -X POST https://mcp.valuein.biz/mcp \
    -H "Content-Type: application/json" \
    -d '{
        "jsonrpc": "2.0",
        "id": 1,
        "method": "tools/call",
        "params": {
          "name": "screen_universe",
          "arguments": {
            "limit": 3
          }
        }
      }'

Inputs

ParameterTypeRequiredDescription
tickerstringoptionalIf provided, returns only this company's factor scores (single-entity mode).
sectorstringoptionalFilter to a sector (case-insensitive partial match).
sort_bystringoptionalRank to sort by — the composite rank (default) or an individual factor rank.
limitintegeroptionalResults to return (1–100). Defaults to 25.

Output Fields

symbolnamesectorcomposite_rank

Example Response

Illustrative
response.jsonjson
[
  {
    "symbol": "AAPL",
    "name": "Apple Inc.",
    "sector": "Technology",
    "composite_rank": 0.92
  }
]

Shape only — field names match the live schema; values are placeholders, not real filings. Returns the top 10 Technology companies by composite factor rank.

Notes

Requires sp500 or full plan. Factor scores reflect the latest pipeline snapshot — not PIT-safe.