F
licenseNot graded
qualityC
maintenanceAn MCP server that provides interactive 2D/3D math plotting, embedded CircuitJS circuit demonstrations, and locally rendered Manim slide videos for ChatGPT/Codex.
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Math MCP Learning
Server Details
Educational MCP server with 17 math/stats tools, visualizations, and persistent workspace
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- Status
- Healthy
- Uptime
- 100.0% over 57 days
- Last Tested
- Transport
- Streamable HTTP · MCP 2025-11-25
- URL
- Repository
- clouatre-labs/math-mcp-learning-server
- GitHub Stars
- 5
- Server Listing
- math-mcp-learning-server
TDQS
A4/5.0
Scored across 17 tools
Disambiguation4/5
Most tools are clearly distinct (calculation, interest, stats, units, matrix ops, plotting, workspace). However, plot_function, plot_line_chart, and plot_financial_line could be confused since they all produce line-like plots, though descriptions note their specific use cases.
Naming Consistency5/5
Tool names follow a clear, consistent prefix pattern: calc_*, matrix_*, plot_*, and workspace_*. This makes it easy to infer related functionality at a glance.
Tool Count4/5
17 tools is on the higher side but acceptable for the wide math scope (basic arithmetic, statistics, units, matrices, plotting, workspace). Each tool serves a distinct purpose, though a couple like plot_line_chart and plot_function could potentially be consolidated.
Completeness4/5
Core mathematical operations are well covered: expression evaluation, statistics, unit conversion, matrix operations, and common plot types. Minor gaps exist (e.g., no bar chart, no equation solving), but these are not critical for the server's apparent educational purpose.
Available Tools
17 toolscalc_expressionMathematical CalculatorRead-onlyIdempotentInspect
Safely evaluate mathematical expressions with support for basic operations and math functions.
Supported operations: +, -, *, /, **, () Supported functions: sin, cos, tan, log, sqrt, abs, pow
ParametersJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| expression | Yes | Mathematical expression to evaluate. Supports +, -, *, /, **, and math functions (sin, cos, sqrt, log, etc.). Example: '2 * sin(pi/4) + sqrt(16)' |
Output Schema
ParametersJSON Schema
| Name | Required | Description |
|---|---|---|
| topic | Yes | |
| result | Yes | |
| difficulty | Yes | |
| expression | Yes |
calc_interestCompound Interest CalculatorRead-onlyIdempotentInspect
Calculate compound interest for investments.
Formula: A = P(1 + r/n)^(nt) Where:
P = principal amount
r = annual interest rate (as decimal)
n = number of times interest compounds per year
t = time in years
ParametersJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| rate | Yes | Annual interest rate as decimal 0.0-1.0 (e.g. 0.05 = 5%). If entering a percentage, divide by 100 first. | |
| time | Yes | Investment time in years (must be > 0), e.g. 10.0 | |
| principal | Yes | Initial investment amount in dollars (must be > 0), e.g. 1000.0 | |
| compounds_per_year | No | Compounding frequency per year (must be > 0): 12=monthly, 365=daily |
Output Schema
ParametersJSON Schema
| Name | Required | Description |
|---|---|---|
| rate | Yes | |
| time | Yes | |
| topic | Yes | |
| formula | Yes | |
| principal | Yes | |
| difficulty | Yes | |
| final_amount | Yes | |
| total_interest | Yes | |
| compounds_per_year | Yes |
calc_statisticsStatistical AnalysisRead-onlyIdempotentInspect
Perform statistical calculations on a list of numbers.
Available operations: mean, median, mode, std_dev, variance
ParametersJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| numbers | Yes | List of numbers to compute descriptive statistics on. Example: [1.0, 2.5, 3.0, 4.5, 5.0] | |
| operation | Yes | Statistical operation to perform. Allowed values: mean, median, mode, std_dev, variance |
Output Schema
ParametersJSON Schema
| Name | Required | Description |
|---|---|---|
| topic | Yes | |
| result | Yes | |
| operation | Yes | |
| difficulty | Yes | |
| sample_size | Yes |
calc_unitsUnit ConverterRead-onlyIdempotentInspect
Convert between different units of measurement.
Supported unit types:
length: mm, cm, m, km, in, ft, yd, mi
weight: g, kg, oz, lb
temperature: c, f, k (Celsius, Fahrenheit, Kelvin)
ParametersJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| value | Yes | Numeric value to convert, e.g., 100.0 | |
| to_unit | Yes | Target unit abbreviation. Valid units depend on unit_type: length (mm, cm, m, km, in, ft, yd, mi), weight (g, kg, oz, lb), temperature (c, f, k) | |
| from_unit | Yes | Source unit abbreviation. Valid units depend on unit_type: length (mm, cm, m, km, in, ft, yd, mi), weight (g, kg, oz, lb), temperature (c, f, k) | |
| unit_type | Yes | Unit category: length, weight, or temperature |
Output Schema
ParametersJSON Schema
| Name | Required | Description |
|---|---|---|
| topic | Yes | |
| value | Yes | |
| to_unit | Yes | |
| from_unit | Yes | |
| unit_type | Yes | |
| difficulty | Yes | |
| converted_value | Yes |
matrix_determinantMatrix DeterminantRead-onlyIdempotentInspect
Calculate the determinant of a square matrix.
ParametersJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| matrix | Yes | 2D list of numbers representing a square matrix. Each inner list is a row. Example: [[1, 2], [3, 4]] |
Output Schema
ParametersJSON Schema
| Name | Required | Description |
|---|---|---|
| size | Yes | |
| topic | Yes | |
| difficulty | Yes | |
| determinant | Yes |
matrix_eigenvaluesMatrix EigenvaluesRead-onlyIdempotentInspect
Calculate the eigenvalues of a square matrix.
ParametersJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| matrix | Yes | 2D list of numbers representing a square matrix. Each inner list is a row. Example: [[4, 2], [1, 3]] |
Output Schema
ParametersJSON Schema
| Name | Required | Description |
|---|---|---|
| size | Yes | |
| error | No | |
| topic | Yes | |
| success | Yes | |
| difficulty | Yes | |
| eigenvalues | No | |
| eigenvectors | No | |
| complex_values | No | |
| complex_eigenvalues_warning | No |
matrix_inverseMatrix InverseRead-onlyIdempotentInspect
Calculate the inverse of a square matrix.
ParametersJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| matrix | Yes | 2D list of numbers representing a square matrix. Each inner list is a row. Example: [[1, 2], [3, 4]] |
Output Schema
ParametersJSON Schema
| Name | Required | Description |
|---|---|---|
| size | Yes | |
| error | No | |
| topic | Yes | |
| success | Yes | |
| difficulty | Yes | |
| result_matrix | No |
matrix_multiplyMatrix MultiplicationRead-onlyIdempotentInspect
Multiply two matrices (A × B).
ParametersJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| matrix_a | Yes | 2D list of numbers representing the first matrix. Each inner list is a row. Example: [[1, 2], [3, 4]] | |
| matrix_b | Yes | 2D list of numbers representing the second matrix. Each inner list is a row. Example: [[5, 6], [7, 8]] |
Output Schema
ParametersJSON Schema
| Name | Required | Description |
|---|---|---|
| topic | Yes | |
| cols_a | Yes | |
| cols_b | Yes | |
| rows_a | Yes | |
| rows_b | Yes | |
| difficulty | Yes | |
| result_matrix | Yes |
matrix_transposeMatrix TransposeRead-onlyIdempotentInspect
Transpose a matrix (swap rows and columns).
ParametersJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| matrix | Yes | 2D list of numbers representing the matrix. Each inner list is a row. Example: [[1, 2, 3], [4, 5, 6]] |
Output Schema
ParametersJSON Schema
| Name | Required | Description |
|---|---|---|
| topic | Yes | |
| difficulty | Yes | |
| original_cols | Yes | |
| original_rows | Yes | |
| result_matrix | Yes |
plot_box_plotBox PlotRead-onlyIdempotentInspect
Create a box plot for comparing distributions (requires matplotlib).
ParametersJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| color | No | Box color (name or hex code, e.g., 'blue', '#2E86AB') | |
| title | No | Chart title string, e.g., 'Distribution Comparison' | Box Plot |
| y_label | No | Y-axis label, e.g., 'Values' | Values |
| data_groups | Yes | List of data groups to compare, e.g., [[1, 2, 3], [4, 5, 6]] | |
| group_labels | No | Labels for each group, e.g., ['Group A', 'Group B'] |
plot_financial_lineFinancial Line ChartRead-onlyIdempotentInspect
Generate and plot synthetic financial price data (requires matplotlib).
Creates realistic price movement patterns for educational purposes. Does not use real market data.
ParametersJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| days | No | Number of days to generate, e.g., 30 | |
| color | No | Line color (name or hex code, e.g., 'blue', '#2E86AB') | |
| trend | No | Market trend direction | bullish |
| start_price | No | Starting price value, e.g., 100.0 |
plot_functionFunction PlotterRead-onlyIdempotentInspect
Generate mathematical function plots (requires matplotlib).
ParametersJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| x_range | Yes | X-axis range as (min, max), e.g., (-5.0, 5.0) | |
| expression | Yes | Mathematical expression to plot, e.g., "x**2" or "sin(x)". Must be <= MAX_EXPRESSION_LENGTH characters. Example: "x**2" | |
| num_points | No | Number of sample points to plot along x_range, e.g., 100 |
plot_histogramStatistical HistogramRead-onlyIdempotentInspect
Create statistical histograms (requires matplotlib).
ParametersJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| bins | No | Number of histogram bins, e.g., 20 | |
| data | Yes | List of numeric values to bin, e.g., [1.0, 2.0, 2.5, 3.0] | |
| title | No | Chart title string, e.g., 'Data Distribution' | Data Distribution |
plot_line_chartLine ChartRead-onlyIdempotentInspect
Create a line chart from data points (requires matplotlib).
ParametersJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| color | No | Line color (name or hex code, e.g., 'blue', '#2E86AB') | |
| title | No | Chart title string, e.g., 'Squares' | Line Chart |
| x_data | Yes | X-axis data points, e.g., [1, 2, 3, 4] | |
| y_data | Yes | Y-axis data points, e.g., [1, 4, 9, 16] | |
| x_label | No | X-axis label, e.g., 'Time' | X |
| y_label | No | Y-axis label, e.g., 'Distance' | Y |
| show_grid | No | Whether to display grid lines |
plot_scatterScatter PlotRead-onlyIdempotentInspect
Create a scatter plot from data points (requires matplotlib).
ParametersJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| color | No | Point color (name or hex code, e.g., 'blue', '#2E86AB') | |
| title | No | Chart title string, e.g., 'Correlation Study' | Scatter Plot |
| x_data | Yes | X-axis data points, e.g., [1, 2, 3, 4] | |
| y_data | Yes | Y-axis data points, e.g., [1, 4, 9, 16] | |
| x_label | No | X-axis label, e.g., 'Variable X' | X |
| y_label | No | Y-axis label, e.g., 'Variable Y' | Y |
| point_size | No | Scatter point size in points^2, e.g., 50 |
workspace_loadLoad VariableRead-onlyIdempotentInspect
Load previously saved calculation result from workspace.
ParametersJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| name | Yes | Name of the variable to load from workspace, e.g., 'circle_area' |
Output Schema
ParametersJSON Schema
| Name | Required | Description |
|---|---|---|
| name | Yes | |
| error | No | |
| topic | No | |
| action | Yes | |
| result | No | |
| success | Yes | |
| timestamp | No | |
| difficulty | No | |
| expression | No | |
| session_id | No | |
| available_variables | No |
workspace_saveSave Calculation to WorkspaceInspect
Save calculation to persistent workspace (survives restarts).
ParametersJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| name | Yes | Variable name for the saved calculation. Used to retrieve it later. Example: 'circle_area' | |
| result | Yes | Numeric result of evaluating the expression, e.g., 78.54 | |
| expression | Yes | The mathematical expression that was evaluated. Example: 'pi * r**2' |
Output Schema
ParametersJSON Schema
| Name | Required | Description |
|---|---|---|
| name | Yes | |
| topic | Yes | |
| action | No | |
| is_new | Yes | |
| result | Yes | |
| success | Yes | |
| difficulty | Yes | |
| expression | Yes | |
| session_id | No | |
| total_variables | Yes |
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