Skylos is the only MCP server that provides static analysis (dead code, security, secrets, quality) across Python, TypeScript, and Go. Benchmarked against Vulture across 9 popular Python repos (350k+ combined stars) with 98.1% recall and fewer false positives — every finding manually verified. No other SAST tool (SonarQube, Snyk, Semgrep) offers MCP integration. 322 GitHub stars, published on PyPI, active development.
How It Differs
Semgrep MCP and Snyk MCP focus on known vulnerability patterns. Skylos detects dead code, unused functions/imports/classes, hardcoded secrets, and code quality issues with framework-aware analysis (Django, Flask, FastAPI, Pydantic, etc.). Also includes AI-powered remediation via the remediate tool.
🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.
## 📋 Pull Request Information
**Original PR:** https://github.com/vinta/awesome-python/pull/2935
**Author:** [@duriantaco](https://github.com/duriantaco)
**Created:** 3/1/2026
**Status:** ❌ Closed
**Base:** `master` ← **Head:** `duriantaco-patch-1`
---
### 📝 Commits (2)
- [`14f90f9`](https://github.com/vinta/awesome-python/commit/14f90f9fbe78f36dabfd534d25742bd4908cdbae) Add skylos tool for dead code detection and analysis
- [`bdd86bc`](https://github.com/vinta/awesome-python/commit/bdd86bcc891e876769e214fd260b5b770c28baff) Merge branch 'master' into duriantaco-patch-1
### 📊 Changes
**1 file changed** (+1 additions, -0 deletions)
<details>
<summary>View changed files</summary>
📝 `README.md` (+1 -0)
</details>
### 📄 Description
## Project
[Skylos](https://github.com/duriantaco/skylos)
## Checklist
- [x] One project per PR
- [x] PR title format: `Add project-name`
- [x] Entry format: `* [project-name](url) - Description ending with period.`
- [x] Description is concise and short
## Why This Project Is Awesome
Which criterion does it meet? (pick one)
- [x] **Industry Standard** - The go-to tool for a specific use case
- [ ] **Rising Star** - 5000+ stars in < 2 years, significant adoption
- [x] **Hidden Gem** - Exceptional quality, solves niche problems elegantly
Explain:
Skylos is the only MCP server that provides static analysis (dead code, security, secrets, quality) across Python, TypeScript, and Go. Benchmarked against Vulture across 9 popular Python repos (350k+ combined stars) with 98.1% recall and fewer false positives — every finding manually verified. No other SAST tool (SonarQube, Snyk, Semgrep) offers MCP integration. 322 GitHub stars, published on PyPI, active development.
## How It Differs
Semgrep MCP and Snyk MCP focus on known vulnerability patterns. Skylos detects dead code, unused functions/imports/classes, hardcoded secrets, and code quality issues with framework-aware analysis (Django, Flask, FastAPI, Pydantic, etc.). Also includes AI-powered remediation via the `remediate` tool.
---
<sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>
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📋 Pull Request Information
Original PR: https://github.com/vinta/awesome-python/pull/2935
Author: @duriantaco
Created: 3/1/2026
Status: ❌ Closed
Base:
master← Head:duriantaco-patch-1📝 Commits (2)
14f90f9Add skylos tool for dead code detection and analysisbdd86bcMerge branch 'master' into duriantaco-patch-1📊 Changes
1 file changed (+1 additions, -0 deletions)
View changed files
📝
README.md(+1 -0)📄 Description
Project
Skylos
Checklist
Add project-name* [project-name](url) - Description ending with period.Why This Project Is Awesome
Which criterion does it meet? (pick one)
Explain:
Skylos is the only MCP server that provides static analysis (dead code, security, secrets, quality) across Python, TypeScript, and Go. Benchmarked against Vulture across 9 popular Python repos (350k+ combined stars) with 98.1% recall and fewer false positives — every finding manually verified. No other SAST tool (SonarQube, Snyk, Semgrep) offers MCP integration. 322 GitHub stars, published on PyPI, active development.
How It Differs
Semgrep MCP and Snyk MCP focus on known vulnerability patterns. Skylos detects dead code, unused functions/imports/classes, hardcoded secrets, and code quality issues with framework-aware analysis (Django, Flask, FastAPI, Pydantic, etc.). Also includes AI-powered remediation via the
remediatetool.🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.