Code quality analysis for Python in the age of AI coding.
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Nov 12, 2026 - Go
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Code quality analysis for Python in the age of AI coding.
python static-analysis dependency-analysis code-complexity clone-detection architecture-analysis dead-code-detection
Open source local-first PR scanner that finds dead code, security bugs, secrets, quality regressions, and AI-code mistakes before merge. For first timers refer to https://duriantaco.github.io/skylos/repo-map/
javascript python java go dart php typescript static-analysis code-quality python-security devsecops ai-agents code-scanning sast github-actions dead-code prompt-injection ai-generated-code ai-code-review dead-code-detection
Graph-powered code intelligence engine — indexes codebases into a knowledge graph, exposed via MCP tools for AI agents and a CLI for developers.
python tree-sitter typescript mcp static-analysis code-analysis knowledge-graph code-intelligence claude-code dead-code-detection
Deterministic, local-first memory and guardrails for AI coding agents with no LLM in the hot path.
code-navigation tree-sitter static-analysis knowledge-graph developer-tools infrastructure-as-code call-graph adr software-architecture living-documentation scip ai-agents test-impact-analysis llm-tools coding-agents agentic-workflows model-context-protocol mcp-server codebase-analysis dead-code-detection
A Go symbol and call-graph database backed by SQLite. Query symbols, callers, callees, blast radius, dead code, and interface implementors as structured JSON — typed code navigation for AI agents (MCP) and humans.
go code-navigation cli golang sqlite mcp static-analysis code-search developer-tools call-graph ai-agents code-intelligence dead-code model-context-protocol claude-code dead-code-detection symbol-index
C# dependency analyzer
visualization csharp graph analysis roslyn code dependency-analysis cycle analyzer dead dependency cycle-detection code-exploration code-graph visualize-software-dependencies architectural-rules dead-code-detection
MCP local - Code intelligence tools — with broad commands that allow agents in a huge repository to do almost anything: identify the right problem → find the right file/symbol → verify the right flow → measure the scope of impact → safely refactor → check API contracts → audit health, all quickly and accurately.
mcp static-analysis knowledge-graph developer-tools graph-database graph-visualization software-architecture semantic-analysis ai-agents local-first agentic-workflow agent-orchestration agent-skills agent-memory dead-code-detection code-intelligence-mcp knowlegde-codebase
Fast Python static analysis powered by Rust. Detects dead code, security issues (including taint analysis), and code quality metrics like complexity, Halstead, maintainability, and nesting depth.
python security quality vscode-extension code-quality python-linter secret-detection dead-code-detection
X-ray vision for your codebase — semantic knowledge graph & MCP server with 16 tools that saves AI coding agents 30%+ tokens. TF-IDF search, call graphs, impact analysis, dead code detection. Works with Claude Code, Cursor & Windsurf.
tree-sitter typescript mcp code-analysis ast knowledge-graph developer-tools call-graph cursor semantic-search windsurf code-intelligence ai-coding model-context-protocol claude-code dead-code-detection
Universal code structure visualization via static analysis — tree-sitter powered, no LLM
python rust golang tree-sitter typescript csharp mcp static-analysis dependency-graph developer-tools vscode-extension cytoscape call-graph circular-dependencies code-visualization code-structure codebase-visualization model-context-protocol claude-code dead-code-detection
Static code map generator (MAP.md + map.json) powered by tree-sitter — a Claude Code /map plugin and MCP server that gives coding agents call graphs, file outlines, and impacted-test lookups without spending tokens on parsing.
python code-navigation cli tree-sitter static-analysis code-analysis developer-tools call-graph llm-agents code-map ai-coding model-context-protocol mcp-server claude-code codebase-indexing repository-map dead-code-detection claude-code-plugin
A command-line tool for analyzing code metrics, complexity, and dead code in JavaScript/TypeScript projects using AST analysis. Project made for an assignment at Harbour Space Institute of Technology
A queryable code symbol graph for multi-language monorepos — find callers, impact, dead code, and cross-file inconsistencies, every edge confidence-scored.
rust cli tree-sitter mcp static-analysis code-analysis monorepo multi-language codegraph impact-analysis ai-agents lsp symbol-graph code-intelligence code-graph llm dead-code-detection stack-graph stackgraph stack-graphs
Primer for blast radius analysis and differential testing of dead code detectors and static analysis tools across pinned real-world projects
python cli continuous-integration linter static-analysis developer-tools code-quality regression-testing differential-testing dead-code unused-code vulture false-positives dead-code-detection skylos mypy-primer
Open-source Software Intelligence Platform. Deterministic verification, structural PR reviews, interactive graph explorer, and proactive intelligence — powered by the Software Graph. 41 node types · 32 relationships · 120+ checks.
cli open-source typescript mcp architecture static-analysis dependency-analysis developer-tools code-review code-quality software-intelligence pr-review blast-radius mcp-server agent-skills dead-code-detection software-graph ai-code-verification
Point it at a Python project and get an interactive map of its code in a single HTML file: call graph, LLM-written description on every function, and flagged blind spots. Works on Django and plain Python.
visualization python code-navigation django static-analysis code-analysis ast developer-tools call-graph d3js documentation-generator claude llm codebase-visualization dead-code-detection
A depth-first, multi-language static scanner that flags wasted work, self-contradiction, and missing escape hatches — and never dresses a heuristic up as a proof. The pons asinorum for code.
rust open-source tree-sitter linter static-analysis developer-tools control-flow-analysis code-quality cli-tool soundness typestate dead-code-detection hyperpolymath epistemic-infrastructure epistemic-computing static-analysis-tool veridical-computing typed-provenance heuristic-free-linting sarif-output
Autonomous software engineering pipeline for Claude Code: 11 stages, 64 verification rules, 17 codebase intelligence tools, 5 science-backed git analytics. Findings → PRD → verified PR with zero LLM judges.
tree-sitter mcp code-analysis software-engineering graph-analysis autonomous-agents pipeline-as-code pydantic anthropic git-analytics mcp-server claude-code prd-generation codebase-intelligence dead-code-detection
Cursor plugin: find and report dead code (unused imports, variables, functions, exports, unreachable code). Language-agnostic, report-first, optional safe removal. Use /dead-code or ask in chat.
refactoring productivity static-analysis code-quality dead-code-removal static-analysis-plugin dead-code unused-code code-quality-analyzer cursor-ai cursor-plugin dead-code-detection
AI-powered TypeScript & JavaScript code analysis for complexity, security, dead code, and dependencies - 100% offline, built for MCP.
javascript security-audit typescript code-analysis developer-tools code-quality circular-dependencies cyclomatic-complexity mcp-server dead-code-detection nitrostack
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