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Expected Value & Variance

E[X], variance and standard deviation of a discrete distribution.

Free tier eligible — 500 calls/month with a free key from /pricing; x402 pay-per-call above quota.

Parameters

ParameterTypeRequiredDescription
outcomesarrayrequiredArray of numeric payoffs
probabilitiesarrayrequiredProbabilities (same length, sum to 1)

Call it over MCP (JSON-RPC 2.0)

curl -s https://wingmanprotocol.com/mcp \
  -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc": "2.0", "id": 1, "method": "tools/call", "params": {"name": "expected_value", "arguments": {"outcomes": [], "probabilities": []}}}'

Or plain HTTP

curl -s https://wingmanprotocol.com/tools/expected_value \
  -H 'Content-Type: application/json' \
  -d '{"outcomes": [], "probabilities": []}'

Try it live

Edit the JSON and run it — this POSTs to https://wingmanprotocol.com/tools/expected_value from your browser.

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