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UK Data: Maths and statistics

R0· no sign-in

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

v1.5.0 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality89new
Trust82of 100
Uptime, 30 days96%
Latency p50369 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "maths-statistics": {
      "type": "http",
      "url": "https://ukdata.reliness.co.uk/mcp/maths-statistics",
      "headers": {
        "Authorization": "Bearer ${MATHS_STATISTICS_TOKEN}"
      }
    }
  }
}
claude mcp add --transport http maths-statistics https://ukdata.reliness.co.uk/mcp/maths-statistics --header "Authorization: Bearer ${MATHS_STATISTICS_TOKEN}"
[mcp_servers.maths-statistics]
url = "https://ukdata.reliness.co.uk/mcp/maths-statistics"
bearer_token_env_var = "MATHS_STATISTICS_TOKEN"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "maths-statistics": {
      "type": "remote",
      "url": "https://ukdata.reliness.co.uk/mcp/maths-statistics",
      "enabled": true,
      "headers": {
        "Authorization": "Bearer {env:MATHS_STATISTICS_TOKEN}"
      }
    }
  }
}
{
  "mcpServers": {
    "maths-statistics": {
      "type": "http",
      "url": "https://ukdata.reliness.co.uk/mcp/maths-statistics",
      "headers": {
        "Authorization": "Bearer ${MATHS_STATISTICS_TOKEN}"
      }
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=maths-statistics&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vdWtkYXRhLnJlbGluZXNzLmNvLnVrL21jcC9tYXRocy1zdGF0aXN0aWNzIiwiaGVhZGVycyI6eyJBdXRob3JpemF0aW9uIjoiQmVhcmVyICR7TUFUSFNfU1RBVElTVElDU19UT0tFTn0ifX0%3D"
}
{
  "servers": {
    "maths-statistics": {
      "type": "http",
      "url": "https://ukdata.reliness.co.uk/mcp/maths-statistics",
      "headers": {
        "Authorization": "Bearer ${MATHS_STATISTICS_TOKEN}"
      }
    }
  }
}
{
  "mcpServers": {
    "maths-statistics": {
      "httpUrl": "https://ukdata.reliness.co.uk/mcp/maths-statistics",
      "headers": {
        "Authorization": "Bearer ${MATHS_STATISTICS_TOKEN}"
      }
    }
  }
}
extensions:
  "maths-statistics":
    enabled: true
    name: "maths-statistics"
    type: streamable_http
    uri: "https://ukdata.reliness.co.uk/mcp/maths-statistics"
    headers:
      "Authorization": "Bearer ${MATHS_STATISTICS_TOKEN}"
    timeout: 300

Placeholders to fill from your own secret store: ${MATHS_STATISTICS_TOKEN}. The registry never accepts secret values.

Quality 89 / 100new

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene100 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations22 of 22 tools declare readOnlyHint or destructiveHint
  • pass
    tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
  • pass
    tools.token_costabout 3,373 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
  • pass
    tools.hidden_textno hidden text in tool names, descriptions, schemas or annotations
stabilityn/a · weight 15
  • n/a
    stability.changes, stability.rug_pull, stability.new_linkstool history recorded for 6 of the 7 days needed
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

22 tools, about 3,373 tokens to load them all · tool set 548f5085ee4e · checked 2026-11-14 06:30 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 82 / 100

no-repository
provenance55
liveness99
freshness100
hygiene80

+dns-namespace +website +reachable +uptime-96% +updated-7d-ago -no-repository

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://ukdata.reliness.co.uk/mcp/maths-statistics streamable-httpnoneyes96%369 ms2025-11-252026-11-14

Tools (22)

averageread-onlyCalculates the arithmetic mean (average) of a list of numbers by summing all values and dividing by the count. (cost: 1 credit)
calculate_arearead-onlyCalculates 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_angleread-onlyCalculates 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_distanceread-onlyCalculates the great-circle distance between two geographic points using the Haversine formula. Returns distance in kilometers, miles, or nautical miles. (cost: 1 credit)
calculate_medianread-onlyCalculates 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_deviationread-onlyCalculates the population standard deviation of a list of numbers using the standard formula: sqrt(Σ(x - μ)² / N). (cost: 1 credit)
chi_square_independence_testread-onlyPerforms 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_similarityread-onlyCalculates the cosine similarity between two vectors, returning a value between -1 and 1 where 1 indicates identical direction. (cost: 1 credit)
create_histogramread-onlyCreates 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)
dice_roll_probabilityread-onlyCalculates the probability of rolling a specific sum with a given number of dice, each with a specified number of faces. (cost: 1 credit)
euclidean_distanceread-onlyComputes the Euclidean distance between two points in a 2D plane using the formula: sqrt((x2-x1)² + (y2-y1)²). (cost: 1 credit)
factorialread-onlyCalculates 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)
fibonacciread-onlyGenerates 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_common_divisorread-onlyComputes the greatest common divisor (GCD) of two non-negative integers using the Euclidean algorithm. (cost: 1 credit)
is_power_of_tworead-onlyChecks if a number is a power of two (2^n for some non-negative integer n). (cost: 1 credit)
is_primeread-onlyChecks if a positive integer is a prime number (only divisible by 1 and itself). Returns false for numbers less than 2. (cost: 1 credit)
least_common_multipleread-onlyComputes the least common multiple (LCM) of two positive integers using the relationship LCM(a,b) = (a × b) / GCD(a,b). (cost: 1 credit)
linear_regression_predictionread-onlyPredicts 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_countread-onlyCalculates 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_area_shoelaceread-onlyCalculates the area of a polygon given its vertices using the shoelace formula (also known as the surveyor's formula). (cost: 1 credit)
probability_consecutive_rollsread-onlyCalculates 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_quadraticread-onlyComputes 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)

Schemas: list_tools.

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Official server.json
{
  "name": "uk.co.reliness/maths-statistics",
  "title": "UK Data: Maths and statistics",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://ukdata.reliness.co.uk/mcp/maths-statistics",
      "type": "streamable-http",
      "headers": [
        {
          "name": "Authorization",
          "isSecret": true,
          "description": "Optional. Bearer <key> for more than the free daily allowance; free key from POST https://ukdata.reliness.co.uk/keys"
        }
      ]
    }
  ],
  "version": "1.5.0",
  "websiteUrl": "https://ukdata.reliness.co.uk",
  "description": "Averages, spread, chi-square, regression, primes, factorials, probability, areas and distances"
}