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UK Data: Maths and statistics MCP Server

answering

UK Data: Maths and statistics is answering right now. Last checked 13 min ago. It exposes 22 tools.

Averages, spread, chi-square, regression, primes, factorials, probability, areas and distances

Uptime history 37 hours of history
37 hours agonow
100.0%
Uptime 24h
91 of 91 checks
22
Tools
read from the server
238 ms
Response time
average over 24h
open, no key
Access
streamable-http

Nothing serious here today

Today is the operative word: we check UK Data: Maths and statistics every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Three servers free · no card

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 13 min ago.

run in your terminal
claude mcp add maths-statistics --transport http https://ukdata.reliness.co.uk/mcp/maths-statistics
Settings → Connectors → Add custom connector, then paste this address
https://ukdata.reliness.co.uk/mcp/maths-statistics
~/.codex/config.toml
[mcp_servers.maths-statistics]
url = "https://ukdata.reliness.co.uk/mcp/maths-statistics"
.cursor/mcp.json
{
  "mcpServers": {
    "maths-statistics": {
      "url": "https://ukdata.reliness.co.uk/mcp/maths-statistics"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "maths-statistics": {
      "type": "http",
      "url": "https://ukdata.reliness.co.uk/mcp/maths-statistics"
    }
  }
}

Available tools 22

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

calculate
calculate_area
Calculates the area of geometric shapes including circle (πr²), triangle (½×base×height), rectangle (length×width), and square (side²). Returns area in square units. (cost: 1 credit)
calculate_clock_angle
Calculates the smaller angle in degrees between the hour and minute hands of an analog clock given the time. Returns angle between 0 and 180 degrees. (cost: 1 credit)
calculate_distance
Calculates the great-circle distance between two geographic points using the Haversine formula. Returns distance in kilometers, miles, or nautical miles. (cost: 1 credit)
calculate_median
Calculates the median (middle value) of a list of numbers. For even-length lists, returns the average of the two middle values. (cost: 1 credit)
calculate_standard_deviation
Calculates the population standard deviation of a list of numbers using the standard formula: sqrt(Σ(x - μ)² / N). (cost: 1 credit)
average
average
Calculates the arithmetic mean (average) of a list of numbers by summing all values and dividing by the count. (cost: 1 credit)
chi
chi_square_independence_test
Performs a Chi-Square test for independence on a 2x2 contingency table. Returns the chi-square statistic, p-value, and whether to reject the null hypothesis at the given significance level. (cost: 1 credit)
cosine
cosine_similarity
Calculates the cosine similarity between two vectors, returning a value between -1 and 1 where 1 indicates identical direction. (cost: 1 credit)
dice
dice_roll_probability
Calculates the probability of rolling a specific sum with a given number of dice, each with a specified number of faces. (cost: 1 credit)
euclidean
euclidean_distance
Computes the Euclidean distance between two points in a 2D plane using the formula: sqrt((x2-x1)² + (y2-y1)²). (cost: 1 credit)
factorial
factorial
Calculates the factorial of a non-negative integer n, which is the product of all positive integers less than or equal to n. Returns n! = n × (n-1) × ... × 1. (cost: 1 credit)
fibonacci
fibonacci
Generates the first n numbers in the Fibonacci sequence, where each number is the sum of the two preceding ones, starting with 0 and 1. (cost: 1 credit)
greatest
greatest_common_divisor
Computes the greatest common divisor (GCD) of two non-negative integers using the Euclidean algorithm. (cost: 1 credit)
histogram
create_histogram
Creates a histogram by counting the frequency of data points falling into specified bins or ranges. Returns the frequency count for each bin. (cost: 1 credit)
least
least_common_multiple
Computes the least common multiple (LCM) of two positive integers using the relationship LCM(a,b) = (a × b) / GCD(a,b). (cost: 1 credit)
linear
linear_regression_prediction
Predicts the y-value for a given x-value using simple linear regression (least squares method) fitted to the provided data points. (cost: 1 credit)
permutation
permutation_count
Calculates the number of permutations P(n,k) = n!/(n-k)! representing ordered arrangements of k elements selected from n elements. Returns the count as an integer. (cost: 1 credit)
polygon
polygon_area_shoelace
Calculates the area of a polygon given its vertices using the shoelace formula (also known as the surveyor's formula). (cost: 1 credit)
power
is_power_of_two
Checks if a number is a power of two (2^n for some non-negative integer n). (cost: 1 credit)
prime
is_prime
Checks if a positive integer is a prime number (only divisible by 1 and itself). Returns false for numbers less than 2. (cost: 1 credit)
probability
probability_consecutive_rolls
Calculates the probability of rolling a specific value consecutively for a given number of rolls on a die with specified sides using the formula (1/num_sides)^num_rolls. Returns probability as a decimal between 0 and 1. (cost: 1 credit)
solve
solve_quadratic
Computes the real and complex roots of a quadratic equation ax² + bx + c = 0 using the quadratic formula. Returns both roots or indicates if no real solutions exist. (cost: 1 credit)

Endpoints

URLTransportStateLatencyChecked
https://ukdata.reliness.co.uk/mcp/maths-statistics streamable-http answering 268 ms 13 min ago

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UK Data: Maths and statistics — questions

Answers built from our own checks of this server.

What can UK Data: Maths and statistics do?
It exposes 22 tools, read directly from the server on our last check. Among them: average, calculate_area, calculate_clock_angle, calculate_distance, calculate_median, calculate_standard_deviation and 16 more. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →
Is UK Data: Maths and statistics working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 91 of 91 checks got a reply (100.0%), average response time 238 ms. The bar chart above shows every period we have measured.
How do I connect UK Data: Maths and statistics?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.
Does UK Data: Maths and statistics need an API key?
No. UK Data: Maths and statistics completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 22 of them are readable on this page. This is what we observed, not what the docs claim.
How fast is UK Data: Maths and statistics?
It answers our handshake in 238 ms on average, which is faster than 57% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.