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Normal Distribution Probability

CDF, survival, z-score, and percentile queries for any normal distribution.

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

Parameters

ParameterTypeRequiredDescription
meannumberoptionalDistribution mean (default 0)
std_devnumberoptionalStandard deviation > 0 (default 1)
xnumberoptionalPoint for P(X<=x), P(X>x), z-score
anumberoptionalLower bound for P(a<X<b)
bnumberoptionalUpper bound for P(a<X<b)
percentilenumberoptional0..100 -> value at that percentile

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": "normal_prob", "arguments": {"mean": 100, "std_dev": 100, "x": 100}}}'

Or plain HTTP

curl -s https://wingmanprotocol.com/tools/normal_prob \
  -H 'Content-Type: application/json' \
  -d '{"mean": 100, "std_dev": 100, "x": 100}'

Try it live

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

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