use serde_json::{Value, json};
use crate::extract::{self, Options, SUPPORTED_FORMATS, resolve_format};
const DEFAULT_MAX_RESULTS: usize = 500;
const MAX_MAX_RESULTS: usize = 5000;
pub(crate) fn definition() -> Value {
json!({
"name": "extract_numbers",
"description": "Extract every string value from a document. Parses JSON, YAML, CSV, \
TOML, INI and dotenv; for any other format it falls back to quoted \
numbers — single, double or backtick — so a format is optional but \
unquoted prose yields nothing. Returns the values themselves, in \
document order, not their positions.",
"inputSchema": {
"type": "object",
"properties": {
"content": { "type": "string", "description": "The document text to scan." },
"format": {
"type": "string",
"enum": SUPPORTED_FORMATS,
"description": "Document format. Optional — an unrecognised or absent \
format falls back to extracting quoted numbers.",
},
"filename": {
"type": "string",
"description": "Filename used to infer the format when `format` is absent, \
e.g. \"config.toml\".",
},
"dedupe": {
"type": "boolean",
"default": false,
"description": "Collapse repeated values to their first occurrence.",
},
"maxResults": {
"type": "integer",
"minimum": 1,
"maximum": MAX_MAX_RESULTS,
"default": DEFAULT_MAX_RESULTS,
"description": format!(
"Cap on returned values (default {DEFAULT_MAX_RESULTS}). meta.truncated \
reports whether any were dropped."
),
},
},
"required": ["content"],
"additionalProperties": false,
},
})
}
pub(crate) fn run(arguments: &Value) -> Result<Value, String> {
let content = arguments
.get("content")
.and_then(Value::as_str)
.ok_or_else(|| "content is required and must be a string".to_string())?;
let max_results = read_max_results(arguments)?;
let format = resolve_format(
arguments.get("format").and_then(Value::as_str),
arguments.get("filename").and_then(Value::as_str),
);
let diagnostics: Vec<Value> = extract::parse_error(content, format)
.map(|message| json!({ "severity": "error", "code": "parse-error", "message": message }))
.into_iter()
.collect();
let mut values: Vec<Value> = extract::extract(content, format, Options)
.into_iter()
.map(|printed| {
serde_json::value::RawValue::from_string(printed)
.map(|raw| serde_json::to_value(raw).expect("a raw token serializes"))
.expect("a rendered number is valid JSON")
})
.collect();
if arguments.get("dedupe").and_then(Value::as_bool) == Some(true) {
let mut seen: std::collections::HashSet<String> = std::collections::HashSet::new();
values.retain(|value| seen.insert(value.to_string()));
}
let truncated = values.len() > max_results;
values.truncate(max_results);
let count = values.len();
Ok(super::envelope(
"extract_numbers",
&json!({ "numbers": values, "fileType": format }),
count,
&diagnostics,
truncated,
))
}
fn read_max_results(arguments: &Value) -> Result<usize, String> {
let Some(raw) = arguments.get("maxResults") else {
return Ok(DEFAULT_MAX_RESULTS);
};
let invalid = "maxResults must be a positive integer".to_string();
let value = raw.as_u64().ok_or(invalid.clone())?;
if value < 1 {
return Err(invalid);
}
Ok(usize::try_from(value)
.unwrap_or(MAX_MAX_RESULTS)
.min(MAX_MAX_RESULTS))
}
#[cfg(test)]
mod tests {
use serde::Deserialize;
use super::*;
use crate::extract::FALLBACK_FORMAT;
use crate::extract::corpus::document;
const CASES: &str = include_str!("../../fixtures/mcp-extract-numbers.json");
#[derive(Debug, Deserialize)]
struct Case {
name: String,
file: Option<String>,
content: Option<String>,
arguments: Value,
expected: Option<Value>,
#[serde(rename = "expectedError")]
expected_error: Option<String>,
}
#[test]
fn every_shared_case_answers_identically() {
let cases: Vec<Case> = serde_json::from_str(CASES).expect("the corpus is valid JSON");
assert!(!cases.is_empty(), "the corpus is empty");
for case in cases {
let mut arguments = case.arguments.clone();
let content = case
.file
.as_deref()
.map(document)
.map(str::to_string)
.or(case.content);
if let Some(content) = content {
arguments["content"] = json!(content);
}
if case
.expected
.as_ref()
.is_some_and(|expected| expected["ok"] == false)
{
let ours = run(&arguments).expect("a result");
if case.file.as_deref() == Some("mixed-array.toml") {
assert_eq!(ours["ok"], true, "this parser reads TOML 1.0");
assert_eq!(ours["data"]["numbers"], json!([1, 2.5]));
} else {
assert_eq!(ours["ok"], false, "{}", case.name);
assert_eq!(
ours["diagnostics"][0]["code"], "parse-error",
"{}",
case.name
);
assert_eq!(ours["data"]["numbers"], json!([]), "{}", case.name);
}
continue;
}
match (case.expected, case.expected_error) {
(_, Some(expected)) => {
assert_eq!(
run(&arguments).expect_err(&case.name),
expected,
"{}",
case.name
);
}
(Some(expected), None) => {
assert_eq!(
run(&arguments).expect(&case.name),
expected,
"{}",
case.name
);
}
(None, None) => panic!("{} pins neither a result nor an error", case.name),
}
}
}
#[test]
fn the_tool_name_is_pinned() {
assert_eq!(definition()["name"], "extract_numbers");
}
#[test]
fn the_advertised_enum_matches_the_formats_that_resolve() {
let definition = definition();
let advertised: Vec<String> = definition["inputSchema"]["properties"]["format"]["enum"]
.as_array()
.expect("an enum")
.iter()
.filter_map(|value| value.as_str().map(str::to_string))
.collect();
assert_eq!(advertised, SUPPORTED_FORMATS);
}
#[test]
fn the_shared_tool_returns_bare_numbers() {
let result =
run(&json!({ "content": r#"{"a":8080}"#, "format": "json" })).expect("a result");
assert!(result["data"]["numbers"][0].is_number());
assert_eq!(result["data"]["numbers"][0], 8080);
}
#[test]
fn a_number_keeps_the_token_javascript_would_write() {
let result = run(&json!({ "content": r#"{"a":1e21,"b":1e-7}"#, "format": "json" }))
.expect("a result");
let text = serde_json::to_string(&result["data"]["numbers"]).expect("serializes");
assert_eq!(text, "[1e+21,1e-7]");
}
#[test]
fn an_unknown_format_falls_back_rather_than_failing() {
let result =
run(&json!({ "content": "rate 0.0825", "format": "nonsense" })).expect("a result");
assert_eq!(result["data"]["fileType"], FALLBACK_FORMAT);
assert_eq!(result["data"]["numbers"][0], 0.0825);
}
#[test]
fn a_broken_document_is_an_unsuccessful_envelope() {
let result = run(&json!({ "content": "{not json", "format": "json" })).expect("a result");
assert_eq!(result["ok"], false);
assert_eq!(result["diagnostics"][0]["code"], "parse-error");
assert_eq!(result["data"]["numbers"], json!([]));
}
#[test]
fn a_fractional_cap_is_refused() {
let error = run(&json!({ "content": "x", "maxResults": 1.5 })).expect_err("a refusal");
assert_eq!(error, "maxResults must be a positive integer");
}
}