pipeworx-newtonSymbolic math solver — simplify, differentiate, integrate, and factor expressions via the Newton API
Install via ClawdBot CLI:
clawdbot install brucegutman/pipeworx-newtonGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
POST → https://gateway.pipeworx.io/newton/mcpCalls external URL not in known-safe list
https://pipeworx.io/packs/newtonAI Analysis
The skill sends user-provided mathematical expressions to a documented external API (gateway.pipeworx.io) for processing, which is consistent with its stated purpose of symbolic math solving. While the endpoint is not on a known-safe list, there is no evidence of credential harvesting, hidden instructions, or obfuscation.
Audited Apr 16, 2026 · audit v1.0
Generated May 12, 2026
An educational platform uses the tool to automatically simplify, differentiate, and integrate student-submitted expressions, providing instant feedback on calculus and algebra assignments. This reduces manual grading time and helps students learn step-by-step.
Engineers use the solver to verify hand-calculated derivatives and integrals during design of control systems or signal processing algorithms. It ensures accuracy in symbolic math early in the development cycle.
A tutoring app integrates the tool to generate live examples and check student work in real time. Tutors can demonstrate factoring and simplification interactively, enhancing remote learning.
Researchers in physics or economics offload symbolic manipulation of complex expressions to the API, enabling them to focus on model building rather than manual algebra. This speeds up mathematical modeling in fields like quantum mechanics or econometrics.
EdTech content creators use the solver to automatically generate and verify solutions for practice problems, ensuring diverse and error-free question banks for online courses.
Charge users a monthly fee based on the number of API calls or tiers (e.g., freemium for limited calls, pro for unlimited). This is ideal for educational platforms and engineering teams needing reliable, scalable symbolic math.
License the API to EdTech companies, learning management systems, or engineering software vendors who embed it into their products. Revenue comes from per-seat or per-deployment licensing fees.
Offer basic simplification and factoring for free, while advanced features like differential equations or higher-order integrals are paid. This attracts individual learners and converts them to paid plans.
💬 Integration Tip
Easiest integration: add the MCP server config to your Claude (or any MCP client) settings; then call the tool via natural language. For programmatic use, send POST requests to the gateway endpoint with the correct JSON-RPC payload.
Scored May 12, 2026
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