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Vibe Math

#1728 · by apetta
2.99/ 5.00
cautionBeta
Score capped to 2.99 (raw score: 3.00) due to insufficient data in one or more signals. The composite is held at caution level until all signals can be fully evaluated.
Mar 3, 2026 at 7:21 AM6 signals analysedNo manual reviews · fully automated
Trust Signal Breakdown
medium23 sub-signals across 6 dimensions

CVEs, dependency health, and supply chain integrity

0 of 3 sub-signals with data

Known CVEsno data

Weight redistributed to sub-signals with data

Dependency Healthno data

Weight redistributed to sub-signals with data

Supply Chainno data

Weight redistributed to sub-signals with data

Uptime, latency, error rates, and incident history

4 of 4 sub-signals with data

Uptime35%5.0

100.00% over 4 checks

via Health checks

Response Latency25%5.0

p99: 151ms, p50: 142ms

via Health checks

Error Rate20%5.0

0.00% error rate (0/4)

via Health checks

Incident History20%4.0

1 incidents in last 90 days

via Incidents table

Commit recency, release cadence, issue response, CI/CD

3 of 4 sub-signals with data

Commit Recency37%3.0

via GitHub

Release Cadence31%2.0

via GitHub

Issue Responseno data

Weight redistributed to sub-signals with data

CI/CD Presence31%5.0

via GitHub Actions

Downloads, stars, dependents, and growth trajectory

1 of 4 sub-signals with data

Download Volumeno data

Weight redistributed to sub-signals with data

GitHub Stars100%0.0

4 stars

via GitHub

Dependent Packagesno data

Weight redistributed to sub-signals with data

Growth Trendno data

Weight redistributed to sub-signals with data

License, documentation, security policy, changelog

4 of 4 sub-signals with data

Open Source30%5.0

Public repo with OSI-approved license (mit)

via GitHub

Documentation25%4.0

Good README (>2000 bytes with examples)

via GitHub

Security Policy20%2.0

No SECURITY.md found

via GitHub

Changelog25%4.0

Releases exist but no CHANGELOG.md

via GitHub

Track record, org maturity, community standing

0 of 4 sub-signals with data

Track Recordno data

Weight redistributed to sub-signals with data

Org Maturityno data

Weight redistributed to sub-signals with data

Community Standingno data

Weight redistributed to sub-signals with data

Cross-Platformno data

Weight redistributed to sub-signals with data

About this score
Scored across 23 sub-signals in 6 dimensionsScoring engine v1 (beta) — actively being expandedPhase 1: Core sub-signal architecture (live)Phase 2: Permission scope & expanded collection (in progress)
Trust AssessmentAI Assessment

A local/remote high-performance Model Context Protocol (MCP) server for math-ing whilst vibing with LLMs. Built with Polars, Pandas, NumPy, SciPy, and SymPy for optimal calculation speed and comprehensive mathematical capabilities from basic arithmetic to advanced calculus and linear algebra ## Local Installation ### IDEs [![Install in VS Code](https://img.shields.io/badge/VS_Code-Install_Math-0098FF?style=flat-square&logo=visualstudiocode&logoColor=ffffff)](vscode:mcp/install?%7B%22name%22%3A%22Math%22%2C%22type%22%3A%22stdio%22%2C%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22vibe-math-mcp%22%5D%7D) [![Install MCP Server](https://cursor.com/deeplink/mcp-install-dark.svg)](https://cursor.com/en-US/install-mcp?name=Math&config=eyJjb21tYW5kIjoidXZ4IHZpYmUtbWF0aC1tY3AifQ%3D%3D) ### Claude Desktop Open **Settings > Developer > Edit Config** and add: **For published package:** ```json { "mcpServers": { "Math": { "command": "uvx", "args": ["vibe-math-mcp"] }

Package Availability (30d)
100.00%
p50: 142ms · p99: 151ms
Avg Latency
136ms
averaged across 30d health checks
Weekly Downloads
no package registry data
Transparency & Compliance3/5 passed
Open Source CodePublic repository on GitHub
OSI LicenseLicensed under MIT
DocumentationREADME with examples/code blocks
SECURITY.mdNo security policy found
API DocumentationNo API documentation detected
Incidents & Alertslast 90 days
Feb 24Vibe Math added to Trust Index3.24
Showing 1 of 1 events
Score History4 snapshots
5.003.752.501.250.00
Feb 24Mar 2
Data Sources6 indexed
Version History
VERSIONRELEASED
v2.0.3Nov 9, 2025
v2.0.2Oct 30, 2025
v2.0.1Oct 29, 2025
Showing 3 of 3 releases

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