Math & statistics graphing, computation, visualization, and validation engine
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io.github.architectds/mathgraphs-mcp is an MCP server that math & statistics graphing, computation, visualization, and validation engine. Its tool list has not been published yet over sse and http, requires no API key, and scores 82/100 on MCPpedia's security, maintenance and efficiency rubric.
Config is the same across clients - only the file and path differ.
{
"mcpServers": {
"io-github-architectds-mathgraphs-mcp": {
"args": [
"-y",
"mathgraphs-mcp"
],
"command": "npx"
}
}
}Are you the author?
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Math & statistics graphing, computation, visualization, and validation engine
Run this in your terminal to verify the server starts. Then let us know if it worked - your result helps other developers.
npx -y 'mathgraphs-mcp' 2>&1 | head -1 && echo "✓ Server started successfully"
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No known CVEs.
Checked mathgraphs-mcp against OSV.dev.
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MCP server for interactive math graphing, 3D scene building, and presentations.
MathTalking computes and renders interactive visualizations. Plot 2D functions, geometry, and 3D scenes. Results are graph-verified — roots, extrema, and intersections are computed from actual plotted curves, not generated by AI.
Zero install. Browser-native. Every result is a shareable interactive URL.
Settings → Connectors → Add custom connector → paste:
https://mathtalking.com/api/mcp
No account or API key needed.
claude mcp add --transport http mathtalking https://mathtalking.com/api/mcp
POST https://mathtalking.com/api/mcp
Content-Type: application/json
Standard JSON-RPC 2.0 over Streamable HTTP.
plot_graph — 2D Math VisualizationPlot functions, points, segments, labels, and shapes on an interactive graph. Auto-computes roots, extrema, and intersections for plotted functions.
Input: Array of elements, each with a type and type-specific fields:
| Type | Fields | Example |
|---|---|---|
function | expression (required), color | {"type":"function", "expression":"x^2-4", "color":"#4A90D9"} |
points | points [{x,y}] or [[x,y]] (required), color, label | {"type":"points", "points":[{"x":2,"y":0}], "label":"root"} |
segment | x1,y1,x2,y2 (required), color, label, arrow, dashed | {"type":"segment", "x1":0, "y1":0, "x2":3, "y2":4, "label":"hypotenuse"} |
label | text (required), x,y (required), color, fontSize | {"type":"label", "text":"vertex", "x":0, "y":-4} |
triangle | x1,y1,x2,y2,x3,y3 (required), color, opacity, border | {"type":"triangle", "x1":0, "y1":0, "x2":3, "y2":0, "x3":3, "y3":4} |
box | x1,y1,x2,y2 (required), height (required), color, opacity | {"type":"box", "x1":0, "y1":0, "x2":1, "y2":0, "height":5} |
circle | cx,cy,radius (required), color, opacity, border | {"type":"circle", "cx":0, "cy":0, "radius":3} |
Supports: Explicit y=f(x), implicit x²+y²=1, parametric (cos(t),sin(t)), polar, piecewise, domain restrictions.
Optional params:
viewport — {xmin, xmax, ymin, ymax}. Set it to your data's own magnitude; values far outside the range are invisible. Omit it and the server auto-fits the window to your elements.title — graph titlesummary — frosted glass overlay text on the graphgridStyle — "polar" (concentric circles + radial lines), "axes" (axes only), "none" (clean canvas)output — "url" (default, interactive page), "embed" (iframe URL), or "svg" (vector image)animations — array of {tool, name, from, to, loop} for animated parameterstheme — "default", "terminal", "wallstreet", "science", or "finance"base_render_id — build on an existing render instead of re-sending every elementremove_indices — drop elements from the base render by index (see get_graph)Returns: Interactive URL with zoom, pan, and sliders. Auto-computed roots, extrema, and intersections in the response text, plus a graph check reporting anything that did not render properly — unreadable expressions, off-screen elements, duplicates, or a blank graph.
analyze — Precise Numerical ResultsCompute exact values with the graph engine instead of doing the arithmetic in the model. Returns numbers, not a picture.
Input: type and f (both required), plus whichever fields that analysis needs:
type | Extra fields | Returns |
|---|---|---|
roots | a, b (range, default -10..10) | x-values where f crosses zero |
extrema | a, b | local minima and maxima |
inflections | a, b | points where concavity flips |
intersect | g (second expression), a, b | where f and g cross |
tangent | x (point of interest) | tangent line at x |
normal | x | normal line at x |
derivative | x | f |