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Human-curated · Discover open source4109discovered

A little curiosity. A world of open source.

THE FIRST COLLECTION
Rising stars

Less than 10 stars, 5+ commits in the last 30 days — projects made with care.

Topic: static-analysis清除
ripr-swarmEffortlessMetrics
ADDED

ripr is a static mutation-exposure analysis tool that identifies changed behavior your tests reach but don't actually verify, without running mutation testing.

Developer toolsTesting & debugging
pyflowZJU-PL
ADDED

PyFlow is a research-oriented static analysis framework for Python, offering IRs, program analysis, optimization passes, security checking, supply-chain analysis, and CLI/LSP/MCP tooling.

Developer toolsAI & MLTesting & debugging
scantoolmariusei
ADDED

MCP server and CLI tool that gives coding agents a structural map of codebases across 20+ languages using tree-sitter, reducing token usage by up to 75% compared to grep-based exploration.

AI & MLDeveloper toolsCoding assistants
loctreeLoctree
ADDED

Loctree is a fast, multi-language static analysis tool and MCP/LSP server designed to provide structural code intelligence for AI agents and developers, offering dependency graph queries, dead export detection, and circular import analysis.

AI & MLDeveloper toolsCoding assistants
py-lintrolgtm-hq
ADDED

Lintro is an MIT-licensed command-line tool that brings many linters, formatters, type checkers and security scanners together under one interface, with consistent reports, auto-fixing, Docker images and optional AI-assisted review using your own API key.

Developer toolsAI & MLTesting & debugging
testgraphinth3shadows
ADDED

A Python CLI and MCP server that reads a git diff against a CodeGraph index and returns a short ranked list of the user journeys a change could have broken, instead of re-running every test. Recall-first, driven by a journey registry and guarded against stale indexes.

Developer toolsAutomationTesting & debugging
secureflowdanielcadev
ADDED

SecureFlow is a local-first application security platform in Rust. It combines deterministic source-to-sink analysis, human validation workflows, and offline API inventorying. The tool prioritizes reproducible evidence, maintaining strict separation between automated candidates and final human judgments, with no automatic vulnerability validation.

Developer toolsAI & MLTesting & debugging
reposcoutgordon1210
ADDED

RepoScout is a fast, local-first Rust CLI for repository intelligence, providing code metrics, complexity analysis, and duplication detection for humans and coding agents.

Developer toolsAI & MLCLI & terminal
gha-doctorlinnea-bakshi
ADDED

gha-doctor is a zero-config CLI that diagnoses GitHub Actions workflows for flaky jobs, wasted minutes, slow steps, cache problems and anti-patterns, with static lint rules, run-history analysis, a health score badge, auto-fixes, SARIF/HTML/JSON reports, a GitHub Action and an MCP server.

Developer toolsAutomationBuild & DevOps
dittoKartik8Dwivedi
ADDED

Ditto scans JavaScript/TypeScript repositories with ts-morph, fingerprints each function through an LLM, clusters behavioural duplicates by embedding, then executes pure functions in a sandbox to show where they diverge.

Developer toolsAI & MLTesting & debugging