https://community.wolfram.com RSS Feed for Wolfram Community showing any discussions tagged with Mathematica Add-Ons sorted by active. https://community.wolfram.com/groups/-/m/t/3716833 ![More is less in unpercolated active solids][1] &[Wolfram Notebook][2] [1]: https://community.wolfram.com//c/portal/getImageAttachment?filename=Image20260515221227.png&userId=20103 [2]: https://www.wolframcloud.com/obj/c48dbefc-cd2e-4f75-bcc6-638074499d82 Jack Binysh 2026-05-15T19:39:17Z https://community.wolfram.com/groups/-/m/t/3716438 ![Painting a Kerr black hole: a backward null-geodesic ray tracer with a real astrophotograph][1] *"Hook image: a viewport screenshot from inside an interactive Wolfram viewer, looking at a 360-degree black-hole panorama generated by OpenAI's gpt-image-2. This is AI art -- striking, but not derived from general relativity. The rest of the notebook builds the same scene from physics, in pure Wolfram Language. See Section 11 for the viewer itself."* &[Wolfram Notebook][2] [1]: https://community.wolfram.com//c/portal/getImageAttachment?filename=PaintingaKerrblackhole.jpg&userId=20103 [2]: https://www.wolframcloud.com/obj/1cc09d34-423c-4144-9e2c-c256740295ad Marco Thiel 2026-05-15T09:49:06Z https://community.wolfram.com/groups/-/m/t/3716185 ![Aliens? Or weather balloons? You decide!][1] &[Wolfram Notebook][2] [1]: https://community.wolfram.com//c/portal/getImageAttachment?filename=AliensOrWeatherBalloonsYouDecide.jpg&userId=20103 [2]: https://www.wolframcloud.com/obj/a9f85d83-9d1a-47dc-92bc-bf3cfa1232c4 Arnoud Buzing 2026-05-15T00:20:07Z https://community.wolfram.com/groups/-/m/t/3710334 ![enter image description here][1] &[Wolfram Notebook][2] [1]: https://community.wolfram.com//c/portal/getImageAttachment?filename=diracmatrix-hero-wolfram-warm-v2.png&userId=1539902 [2]: https://www.wolframcloud.com/obj/c44dcf0b-91ae-4386-933e-d1f5219fdd86 Mohammad Bahrami 2026-05-01T22:54:55Z https://community.wolfram.com/groups/-/m/t/3715214 &[Wolfram Notebook][1] [1]: https://www.wolframcloud.com/obj/f3cc5b88-f290-4e68-ac29-2d450c373fd1 Diego Zviovich 2026-05-12T23:08:24Z https://community.wolfram.com/groups/-/m/t/3714827 ![Google Earth Engine (GEE) client paclet][1] &[Wolfram Notebook][2] [1]: https://community.wolfram.com//c/portal/getImageAttachment?filename=10966GoogleEarthEngine%28GEE%29clientpaclet.jpg&userId=20103 [2]: https://www.wolframcloud.com/obj/2a2947bc-b39e-494c-9309-173af5069ad5 Diego Zviovich 2026-05-12T01:32:46Z https://community.wolfram.com/groups/-/m/t/3714716 ![A computational survey of the Theta invariant][1] &[Wolfram Notebook][2] [1]: https://community.wolfram.com//c/portal/getImageAttachment?filename=5999AcomputationalsurveyoftheThetainvariant.png&userId=20103 [2]: https://www.wolframcloud.com/obj/ac7f8f6b-bc74-4bc2-ac75-e68fa28f1260 Ali Karim Lalani 2026-05-11T19:20:13Z https://community.wolfram.com/groups/-/m/t/3713149 &[Wolfram Notebook][1] [1]: https://www.wolframcloud.com/obj/ecebb253-25b4-4425-be27-e7938c118e58 Marco Thiel 2026-05-07T20:36:56Z https://community.wolfram.com/groups/-/m/t/3712556 &[Wolfram Notebook][1] [1]: https://www.wolframcloud.com/obj/f5ffb538-d69e-402b-8c12-c0def144513b Furkan Semih Dündar 2026-05-06T07:48:16Z https://community.wolfram.com/groups/-/m/t/3710670 &[Wolfram Notebook][1] [1]: https://www.wolframcloud.com/obj/d67fd36a-d01f-41e6-bcc2-939ceed7aed9 Marco Thiel 2026-05-03T19:10:32Z https://community.wolfram.com/groups/-/m/t/3680280 Built this over few weekends, an MCP server that connects AI agents (Claude, Codex etc) directly to your local Mathematica. It lets the agent run Wolfram Language code, manipulate frontend notebooks, export plots, and query Wolfram Alpha(82 tools total). You don't even need to know every Mathematica command, as the agent can look up functions and documentation on its own. Watch it in action: https://youtu.be/TjGSkvVyc1Y **Would love for people in this community to give it a try. Your feedback would help me keep improving it.** [](https://www.youtube.com/watch?v=TjGSkvVyc1Y) --- *An AI agent solving math, generating plots, and controlling a live Mathematica notebook. Errors are returned directly to the agent, no copy-pasting notebook output back into chat.* --- ## Documentation * **[GitHub Repository](https://github.com/AbhiRawat4841/mathematica-mcp)**: All files and documentations * **[Technical Reference](https://github.com/AbhiRawat4841/mathematica-mcp/blob/main/docs/technical-reference.md)**: Architecture, tools, and configuration * **[Security Model](https://github.com/AbhiRawat4841/mathematica-mcp/blob/main/SECURITY.md)**: Threat model, permissions, and vulnerability reporting * **[Benchmarks](https://github.com/AbhiRawat4841/mathematica-mcp/blob/main/docs/benchmarks.md)**: Performance data and reproduction steps * **[Contributing](https://github.com/AbhiRawat4841/mathematica-mcp/blob/main/CONTRIBUTING.md)**: Development setup, testing, and PR process * **[Changelog](https://github.com/AbhiRawat4841/mathematica-mcp/blob/main/CHANGELOG.md)**: Version history * **[Examples](https://github.com/AbhiRawat4841/mathematica-mcp/tree/main/docs/examples)**: Polished agent session walkthroughs ## Why This Exists LLMs can write Mathematica code, but they can't run it, verify it, or interact with live notebooks. This MCP server bridges that gap: - **Live notebook control**: create, edit, evaluate, and screenshot Mathematica notebooks directly from your AI agent - **Symbolic + numeric + visual in one MCP**: ~82 tools covering algebra, calculus, plotting, data import/export, Wolfram Alpha, and interactive UIs - **Agent-optimized**: compact response shaping, session state tools, and computation journaling designed for how LLM agents actually work - **Error-aware execution**: Mathematica errors and warnings are returned directly to the agent, so it can debug without you manually copying notebook output back into chat - **Local and private**: core execution runs on your machine — optional tools like `wolfram_alpha` and repository search contact Wolfram's cloud services when invoked > Ask your agent for a derivation, a 3D plot, a notebook edit, or a verification step, and it can actually do it. --- ## Who This Is For ![enter image description here][2] --- ## What You Can Ask For **"Integrate x^2 sin(x) from 0 to pi, then verify the result."** ```text execute_code("Integrate[x^2 Sin[x], {x, 0, Pi}]") => -4 + Pi^2 verify_derivation(steps=["Integrate[...", "-4 + Pi^2"]) => All steps valid ``` **"Plot the sombrero function in a new notebook."** ```text create_notebook(title="Sombrero") execute_code("Plot3D[Sinc[Sqrt[x^2+y^2]], {x,-4,4}, {y,-4,4}]", style="notebook") => [3D surface plot rendered in live notebook] ``` **"Interactive: slider for Sin[n x]"** ```text execute_code("Manipulate[Plot[Sin[n x],{x,0,2Pi}],{n,1,10}]", style="interactive") => [Live slider UI in Mathematica frontend] ``` Beyond these: **data import/export** (hundreds of formats), **Wolfram Alpha queries**, **notebook reading/analysis**, **symbolic debugging**, and more. See the [Technical Reference](docs/technical-reference.md) for the full tool list. --- ## How It Compares ![enter image description here][3] \*Core computation runs locally. Optional tools (`wolfram_alpha`, repository search) contact Wolfram cloud services when invoked. --- ## Quick Start From install to first working notebook plot in under 2 minutes. ### Prerequisites 1- **Mathematica 14.0+** with `wolframscript` in your PATH - [Download Mathematica](https://www.wolfram.com/mathematica/) - macOS: Add to `~/.zshrc`: `export PATH="/Applications/Mathematica.app/Contents/MacOS:$PATH"` 2- **uv package manager** curl -LsSf https://astral.sh/uv/install.sh | sh ### One-Command Setup ```bash # For Claude Desktop uvx mathematica-mcp-full setup claude-desktop # For Cursor uvx mathematica-mcp-full setup cursor # For VS Code (requires GitHub Copilot Chat extension) uvx mathematica-mcp-full setup vscode # For OpenAI Codex CLI uvx mathematica-mcp-full setup codex # For Google Gemini CLI uvx mathematica-mcp-full setup gemini # For Claude Code CLI uvx mathematica-mcp-full setup claude-code # Optional: select a tool profile (default is "full") uvx mathematica-mcp-full setup claude-desktop --profile notebook ``` Then restart Mathematica and your editor. Done! ####VS Code: Alternative setup via Command Palette > **Prerequisite:** [GitHub Copilot Chat](https://marketplace.visualstudio.com/items?itemName=GitHub.copilot-chat) extension must be installed - MCP support is built into Copilot. 1. Press `Cmd+Shift+P` (Mac) / `Ctrl+Shift+P` (Windows) 2. Type "MCP" -> Select **"MCP: Add Server"** 3. Choose **"Command (stdio)"**: *not "pip"* 4. Enter command: `uvx` 5. Enter args: `mathematica-mcp-full` 6. Name it: `mathematica` 7. Choose scope: Workspace or User ####Alternative: Interactive Installer ```bash bash <(curl -sSL https://raw.githubusercontent.com/AbhiRawat4841/mathematica-mcp/main/install.sh) ``` ### Verify Installation ```bash uvx mathematica-mcp-full doctor ``` > **Tip:** If you encounter errors after updating, clear the cache: > ```bash > uv cache clean mathematica-mcp-full && uvx mathematica-mcp-full setup <client> > ``` --- ## Execution Styles Control where results appear with natural language or the `style` parameter: ![enter image description here][4] If you don't include a keyword, the default depends on your [tool profile](#tool-profiles). --- ## Tool Profiles Choose how many tools to expose: ![enter image description here][5] Pass `--profile` during setup or set `MATHEMATICA_PROFILE` env var. --- ## Built for Agent Workflows The server is designed for how LLM agents actually work: long conversations with context limits, intermittent failures, and token budgets: ![enter image description here][6] Notebook execution is strict about the requested target: if notebook transport fails, the server returns a notebook error instead of silently rerunning the work through CLI fallback. ### Routing Intelligence (opt-in) For power users, the server can learn from transport outcomes and adapt: ```bash # Observe mode: collect stats, no behavior change export MATHEMATICA_ROUTING_MEMORY=observe # Advise mode: + routing hints + enables adaptive routing export MATHEMATICA_ROUTING_MEMORY=advise export MATHEMATICA_ROUTING_ACTION=compute_cli_skip # optional: skip failing transport ``` The adaptive routing circuit-breaker automatically skips persistently failing compute CLI transport with half-open probe recovery. See the [Technical Reference](docs/technical-reference.md#intelligent-routing--observability) for details. > **Privacy:** Routing memory stores only aggregate counters; the in-memory journal stores short code/output previews (not persisted). Notebook extraction results are cached to `~/.cache/mathematica-mcp/notebooks/` with mtime-based invalidation; delete the directory to clear the cache. --- ## Manual Installation For full details, troubleshooting, and advanced configuration, see the **[Installation Guide](docs/installation.md)**. ####Quick manual setup 1. **Clone & Install**: git clone https://github.com/AbhiRawat4841/mathematica-mcp.git cd mathematica-mcp uv sync 2. **Install Mathematica Addon**: wolframscript -file addon/install.wl *Restart Mathematica after this step.* 3. **Configure your editor**: add the MCP server to your client's config file. See the **[Installation Guide](docs/installation.md#step-4-configure-your-editor)** for Claude Desktop, Cursor, VS Code, and other client configs. --- ## License MIT License [1]: https://github.com/AbhiRawat4841/mathematica-mcp [2]: https://community.wolfram.com//c/portal/getImageAttachment?filename=Table1.jpg&userId=20103 [3]: https://community.wolfram.com//c/portal/getImageAttachment?filename=Table2.jpg&userId=20103 [4]: https://community.wolfram.com//c/portal/getImageAttachment?filename=Table3.jpg&userId=20103 [5]: https://community.wolfram.com//c/portal/getImageAttachment?filename=Table4.jpg&userId=20103 [6]: https://community.wolfram.com//c/portal/getImageAttachment?filename=Table5.jpg&userId=20103 Abhishek Singh Rawat 2026-04-10T00:05:40Z https://community.wolfram.com/groups/-/m/t/3706027 &[Wolfram Notebook][1] [1]: https://www.wolframcloud.com/obj/9823b1a8-b2fd-491e-83d0-5ee54badd179 Marco Thiel 2026-04-26T19:39:43Z https://community.wolfram.com/groups/-/m/t/3707090 &[Wolfram Notebook][1] [1]: https://www.wolframcloud.com/obj/6473f01c-b05e-47e9-b7e6-eb1be887dd10 Marco Thiel 2026-04-28T14:30:05Z https://community.wolfram.com/groups/-/m/t/3707223 [![Breaking elliptic curve crypto: an exploration of quantum oracles and phase estimation for secp256k1][1]][1] &[Wolfram Notebook][2] [1]: https://community.wolfram.com//c/portal/getImageAttachment?filename=5730Breakingellipticcurvecryptoanexplorationofquantumoraclesandphaseestimationforsecp256k1.png&userId=20103 [2]: https://www.wolframcloud.com/obj/39c803e5-2ba2-46f6-adbf-1e5b7ce01869 Mohammad Bahrami 2026-04-28T13:42:23Z https://community.wolfram.com/groups/-/m/t/3706053 &[Wolfram Notebook][1] [1]: https://www.wolframcloud.com/obj/a49573e8-cea9-45c4-bb19-dcb97c545f0b Marco Thiel 2026-04-26T23:35:34Z https://community.wolfram.com/groups/-/m/t/3701271 ![Blackjack: A complete casino game, a basic-strategy coach, & Monte-Carlo expected-value estimator][1] &[Wolfram Notebook][2] [1]: https://community.wolfram.com//c/portal/getImageAttachment?filename=3384blackjack_demo_preview.gif&userId=20103 [2]: https://www.wolframcloud.com/obj/256cd51c-c6c8-4146-a89d-67780c3f4daf Marco Thiel 2026-04-22T22:08:59Z https://community.wolfram.com/groups/-/m/t/3701211 ![PhysicsModelLink: modeling physical models with The Wolfram language][1] &[Wolfram Notebook][2] [1]: https://community.wolfram.com//c/portal/getImageAttachment?filename=5034PhysicsModelLink-modelingphysicalmodelswithTheWolframlanguage.gif&userId=20103 [2]: https://www.wolframcloud.com/obj/5da87b4b-a6e4-4182-85f8-fd81cbbf45d0 Arnoud Buzing 2026-04-22T18:18:58Z https://community.wolfram.com/groups/-/m/t/3686091 ![Implementation of an iterative-loop agent architecture for the Wolfram - Claude Code bridge][1] &[Wolfram Notebook][2] [1]: https://community.wolfram.com//c/portal/getImageAttachment?filename=Implementationofaniterative-loopagentarchitecturefortheWolfram-ClaudeCodebridge.png&userId=20103 [2]: https://www.wolframcloud.com/obj/f553a743-3df6-448b-ab8f-9ab70d5fd6c8 Katsunobu Imai 2026-04-14T11:45:44Z https://community.wolfram.com/groups/-/m/t/3674507 ![LLM-powered Wolfram Notebook authoring environment for multilingual academic documents][1] &[Wolfram Notebook][2] [1]: https://community.wolfram.com//c/portal/getImageAttachment?filename=LLM-poweredWolframNotebookauthoringenvironmentformultilingualacademicdocuments.png&userId=20103 [2]: https://www.wolframcloud.com/obj/58231332-50f5-4efc-9f10-035ab7955061 Katsunobu Imai 2026-04-05T05:07:17Z https://community.wolfram.com/groups/-/m/t/3696836 [![Diffusion Cartograms: implementation of the Gastner—Newman density-equalising map algorithm][1]][2] &[Wolfram Notebook][3] [1]: https://community.wolfram.com//c/portal/getImageAttachment?filename=DiffusionCartogramsimplementationoftheGastner%E2%80%94Newmandensity-equalisingmapalgorithm.png&userId=20103 [2]: https://community.wolfram.com//c/portal/getImageAttachment?filename=DiffusionCartogramsimplementationoftheGastner%E2%80%94Newmandensity-equalisingmapalgorithm.png&userId=20103 [3]: https://www.wolframcloud.com/obj/3a527987-4ff8-465d-a769-6bc59f8463bd Marco Thiel 2026-04-19T16:53:07Z