Combien d'outils expose io.github.clouatre-labs/math-mcp-learning-server ?

io.github.clouatre-labs/math-mcp-learning-server expose 17 outil(s). Le coût de contexte pour les charger tous est d'environ 4650 tokens (coût unique au chargement, pas par appel).

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io.github.clouatre-labs/math-mcp-learning-server

serveur MCP (Model Context Protocol) · Math Learning Server 4.1.0

▸ Dev & Code

[ Non encore testé ]

Verdict MCP Hub
Référencé dans l'annuaire. Seul le pentest comportemental fait foi, et il n'a pas encore été exécuté sur ce serveur.

streamable-httpType / transport

directAccès

~4650 tokensCoût de contexte

17Outils

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Méthode : MCP Hub analyse la description de chaque outil (couche 1) et, pour le verdict fort, exécute le serveur dans une micro-VM isolée avec leurres et réseau bloqué (couche 2). On publie des noms et des compteurs, jamais le contenu brut renvoyé par un outil.

Les 17 outils

calc_expression≈ 252 tokens
Safely evaluate mathematical expressions with support for basic operations and math functions. Supported operations: +, -, *, /, **, () Supported functions: sin, cos, tan, log, sqrt, abs, pow
Paramètres, retour & exemple (1)
Paramètres
- expression · string · requis
  Mathematical expression to evaluate. Supports +, -, *, /, **, and math functions (sin, cos, sqrt, log, etc.). Example: '2 * sin(pi/4) + sqrt(16)'
Exemple d'appel
```
{"name": "calc_expression", "arguments": {"expression": "texte"}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"topic": "texte", "result": 1, "difficulty": "texte", "expression": "texte"}}
```
calc_interest≈ 421 tokens
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
Paramètres, retour & exemple (4)
Paramètres
- rate · number · requis
  Annual interest rate as decimal 0.0-1.0 (e.g. 0.05 = 5%). If entering a percentage, divide by 100 first.
- time · number · requis
  Investment time in years (must be > 0), e.g. 10.0
- principal · number · requis
  Initial investment amount in dollars (must be > 0), e.g. 1000.0
- compounds_per_year · integer · optionnel
  Compounding frequency per year (must be > 0): 12=monthly, 365=daily
Exemple d'appel
```
{"name": "calc_interest", "arguments": {"rate": 1, "time": 1, "principal": 1}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"rate": 1, "time": 1, "topic": "texte", "formula": "texte", "principal": 1, "difficulty": "texte", "final_amount": 1, "total_interest": 1, "compounds_per_year": 1}}
```
calc_statistics≈ 285 tokens
Perform statistical calculations on a list of numbers. Available operations: mean, median, mode, std_dev, variance
Paramètres, retour & exemple (2)
Paramètres
- numbers · array · requis
  List of numbers to compute descriptive statistics on. Example: [1.0, 2.5, 3.0, 4.5, 5.0]
- operation · string · requis
  Statistical operation to perform. Allowed values: mean, median, mode, std_dev, variance
Exemple d'appel
```
{"name": "calc_statistics", "arguments": {"numbers": [], "operation": "texte"}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"topic": "texte", "result": 1, "operation": "texte", "difficulty": "texte", "sample_size": 1}}
```
calc_units≈ 400 tokens
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)
Paramètres, retour & exemple (4)
Paramètres
- value · number · requis
  Numeric value to convert, e.g., 100.0
- to_unit · string · requis
  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 · string · requis
  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 · string · requis
  Unit category: length, weight, or temperature
Exemple d'appel
```
{"name": "calc_units", "arguments": {"value": 1, "to_unit": "texte", "from_unit": "texte", "unit_type": "texte"}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"topic": "texte", "value": 1, "to_unit": "texte", "from_unit": "texte", "unit_type": "texte", "difficulty": "texte", "converted_value": 1}}
```
matrix_determinant≈ 212 tokens
Calculate the determinant of a square matrix.
Paramètres, retour & exemple (1)
Paramètres
- matrix · array · requis
  2D list of numbers representing a square matrix. Each inner list is a row. Example: [[1, 2], [3, 4]]
Exemple d'appel
```
{"name": "matrix_determinant", "arguments": {"matrix": []}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"size": 1, "topic": "texte", "difficulty": "texte", "determinant": 1}}
```

matrix_eigenvalues≈ 346 tokens

Calculate the eigenvalues of a square matrix.

Paramètres, retour & exemple (1)

Paramètres

matrix · array · requis
2D list of numbers representing a square matrix. Each inner list is a row. Example: [[4, 2], [1, 3]]

Exemple d'appel

{"name": "matrix_eigenvalues", "arguments": {"matrix": []}}

Exemple de retour

{"content": [{"type": "text", "text": "…"}], "structuredContent": {"size": 1, "error": "texte", "topic": "texte", "success": true, "difficulty": "texte", "eigenvalues": "texte", "eigenvectors": "texte", "complex_values": "texte", "complex_eigenvalues_warning": "texte"}}

matrix_inverse≈ 260 tokens
Calculate the inverse of a square matrix.
Paramètres, retour & exemple (1)
Paramètres
- matrix · array · requis
  2D list of numbers representing a square matrix. Each inner list is a row. Example: [[1, 2], [3, 4]]
Exemple d'appel
```
{"name": "matrix_inverse", "arguments": {"matrix": []}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"size": 1, "error": "texte", "topic": "texte", "success": true, "difficulty": "texte", "result_matrix": "texte"}}
```
matrix_multiply≈ 317 tokens
Multiply two matrices (A × B).
Paramètres, retour & exemple (2)
Paramètres
- matrix_a · array · requis
  2D list of numbers representing the first matrix. Each inner list is a row. Example: [[1, 2], [3, 4]]
- matrix_b · array · requis
  2D list of numbers representing the second matrix. Each inner list is a row. Example: [[5, 6], [7, 8]]
Exemple d'appel
```
{"name": "matrix_multiply", "arguments": {"matrix_a": [], "matrix_b": []}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"topic": "texte", "cols_a": 1, "cols_b": 1, "rows_a": 1, "rows_b": 1, "difficulty": "texte", "result_matrix": []}}
```
matrix_transpose≈ 242 tokens
Transpose a matrix (swap rows and columns).
Paramètres, retour & exemple (1)
Paramètres
- matrix · array · requis
  2D list of numbers representing the matrix. Each inner list is a row. Example: [[1, 2, 3], [4, 5, 6]]
Exemple d'appel
```
{"name": "matrix_transpose", "arguments": {"matrix": []}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"topic": "texte", "difficulty": "texte", "original_cols": 1, "original_rows": 1, "result_matrix": []}}
```
plot_box_plot≈ 284 tokens
Create a box plot for comparing distributions (requires matplotlib).
Paramètres, retour & exemple (5)
Paramètres
- color · ? · optionnel
  Box color (name or hex code, e.g., 'blue', '#2E86AB')
- title · string · optionnel
  Chart title string, e.g., 'Distribution Comparison'
- y_label · string · optionnel
  Y-axis label, e.g., 'Values'
- data_groups · array · requis
  List of data groups to compare, e.g., [[1, 2, 3], [4, 5, 6]]
- group_labels · ? · optionnel
  Labels for each group, e.g., ['Group A', 'Group B']
Exemple d'appel
```
{"name": "plot_box_plot", "arguments": {"data_groups": []}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}]}
```
plot_financial_line≈ 244 tokens
Generate and plot synthetic financial price data (requires matplotlib). Creates realistic price movement patterns for educational purposes. Does not use real market data.
Paramètres, retour & exemple (4)
Paramètres
- days · integer · optionnel
  Number of days to generate, e.g., 30
- color · ? · optionnel
  Line color (name or hex code, e.g., 'blue', '#2E86AB')
- trend · string · optionnel
  Market trend direction
- start_price · number · optionnel
  Starting price value, e.g., 100.0
Exemple d'appel
```
{"name": "plot_financial_line", "arguments": {"days": 1, "color": "texte", "trend": "texte", "start_price": 1}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}]}
```
plot_function≈ 220 tokens
Generate mathematical function plots (requires matplotlib).
Paramètres, retour & exemple (3)
Paramètres
- x_range · array · requis
  X-axis range as (min, max), e.g., (-5.0, 5.0)
- expression · string · requis
  Mathematical expression to plot, e.g., "x**2" or "sin(x)". Must be <= MAX_EXPRESSION_LENGTH characters. Example: "x**2"
- num_points · integer · optionnel
  Number of sample points to plot along x_range, e.g., 100
Exemple d'appel
```
{"name": "plot_function", "arguments": {"x_range": [], "expression": "texte"}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}]}
```
plot_histogram≈ 181 tokens
Create statistical histograms (requires matplotlib).
Paramètres, retour & exemple (3)
Paramètres
- bins · integer · optionnel
  Number of histogram bins, e.g., 20
- data · array · requis
  List of numeric values to bin, e.g., [1.0, 2.0, 2.5, 3.0]
- title · string · optionnel
  Chart title string, e.g., 'Data Distribution'
Exemple d'appel
```
{"name": "plot_histogram", "arguments": {"data": []}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}]}
```
plot_line_chart≈ 304 tokens
Create a line chart from data points (requires matplotlib).
Paramètres, retour & exemple (7)
Paramètres
- color · ? · optionnel
  Line color (name or hex code, e.g., 'blue', '#2E86AB')
- title · string · optionnel
  Chart title string, e.g., 'Squares'
- x_data · array · requis
  X-axis data points, e.g., [1, 2, 3, 4]
- y_data · array · requis
  Y-axis data points, e.g., [1, 4, 9, 16]
- x_label · string · optionnel
  X-axis label, e.g., 'Time'
- y_label · string · optionnel
  Y-axis label, e.g., 'Distance'
- show_grid · boolean · optionnel
  Whether to display grid lines
Exemple d'appel
```
{"name": "plot_line_chart", "arguments": {"x_data": [], "y_data": []}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}]}
```
plot_scatter≈ 312 tokens
Create a scatter plot from data points (requires matplotlib).
Paramètres, retour & exemple (7)
Paramètres
- color · ? · optionnel
  Point color (name or hex code, e.g., 'blue', '#2E86AB')
- title · string · optionnel
  Chart title string, e.g., 'Correlation Study'
- x_data · array · requis
  X-axis data points, e.g., [1, 2, 3, 4]
- y_data · array · requis
  Y-axis data points, e.g., [1, 4, 9, 16]
- x_label · string · optionnel
  X-axis label, e.g., 'Variable X'
- y_label · string · optionnel
  Y-axis label, e.g., 'Variable Y'
- point_size · integer · optionnel
  Scatter point size in points^2, e.g., 50
Exemple d'appel
```
{"name": "plot_scatter", "arguments": {"x_data": [], "y_data": []}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}]}
```

workspace_load≈ 340 tokens

Load previously saved calculation result from workspace.

Paramètres, retour & exemple (1)

Paramètres

name · string · requis
Name of the variable to load from workspace, e.g., 'circle_area'

Exemple d'appel

{"name": "workspace_load", "arguments": {"name": "texte"}}

Exemple de retour

{"content": [{"type": "text", "text": "…"}], "structuredContent": {"name": "texte", "error": "texte", "topic": "texte", "action": "texte", "result": "texte", "success": true, "timestamp": "texte", "difficulty": "texte", "expression": "texte", "session_id": "texte", "available_variables": "texte"}}

workspace_save≈ 352 tokens
Save calculation to persistent workspace (survives restarts).
Paramètres, retour & exemple (3)
Paramètres
- name · string · requis
  Variable name for the saved calculation. Used to retrieve it later. Example: 'circle_area'
- result · number · requis
  Numeric result of evaluating the expression, e.g., 78.54
- expression · string · requis
  The mathematical expression that was evaluated. Example: 'pi * r**2'
Exemple d'appel
```
{"name": "workspace_save", "arguments": {"name": "texte", "result": 1, "expression": "texte"}}
```
Exemple de retour
```
{"content": [{"type": "text", "text": "…"}], "structuredContent": {"name": "texte", "topic": "texte", "action": "texte", "is_new": true, "result": 1, "success": true, "difficulty": "texte", "expression": "texte", "session_id": "texte", "total_variables": 1}}
```

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Source

https://math-mcp.fastmcp.app/mcp