Codebase Analysis Python Packages

jarvis-mcp

Public distribution surface for jarvis — local-first code intelligence MCP server (SCIP navigation + Zoekt search). Installer, Claude Code / Codex / Cursor plugins, and prebuilt binaries.

dircue

Profile source code repos and other directories of computer content.

gitgalaxy

Convert source code into a repository-scale structural model. Air gapped, zero dependencies, SARIF and SBOM outputs.

codmap

Static analyzer that turns a Python package's source into a queryable code graph (API surface, dependencies/architecture, impact, change-review, RAG).

blast-search

Blast radius and provenance for a codebase - what breaks if I change this symbol, and where a pasted snippet came from, read from the bytes on disk right now. No precomputed graph.

explainthisrepo

The fastest way to understand any confusing codebase using real project signals. Not blind AI guessing. Signals first. LLM second

wintersolve

Offline-first repository intelligence: understand, debug, document, and review any codebase from the terminal.

graphitect

Evidence-first interactive architecture diagrams and codebase explanations, powered by Graphify and Archify.

rebrief

🔍 Rebrief — An AI-ready CLI that analyzes your codebase and generates a clean Markdown summary of your repository.

gitintel

Git repository intelligence CLI for analyzing contributors, code ownership, hotspots, and codebase risk.

contextcost

Measure how many tokens an AI agent pays to read your repo, and verify that cuts actually save tokens.

spanda-graph

Deterministic static-analysis index for Python. Finds what calls what — and says plainly when nobody can know. Zero dependencies, no LLM calls.

skilly-ai

Autonomous, 100% LLM-free project capability analyzer and interactive knowledge graph synthesizer.

roasterbro

A CLI tool that scans your codebase and roasts it. 🔥 Analyze your repo, find issues, and get brutally honest feedback—because your code deserves it.

skene-growth

Product-Led Growth (PLG) analysis toolkit that detects tech stacks, plans growth loops and builds the loop iteratively.

skene

Product-Led Growth (PLG) analysis toolkit that detects tech stacks, plans growth loops and builds the loop iteratively.

explain-codebase

Static-analysis CLI for mapping repository architecture, dependencies, entry points, and change risk.

code-cartographer

Deep Multilayer Static Analyzer for Python Projects

pviz-parser

Analyze your codebase's dependency graph and export a structured bundle — nodes, edges, metrics, and cycle detection across multiple languages

repolens-toolkit

Understand how a codebase works. A local-first static analysis tool for repository exploration and contributor onboarding.

project-vectorizer

A CLI tool that vectorizes codebases, stores them in a database, tracks changes, and serves them via MCP (Model Context Protocol) for AI agents like Claude, Codex, and others.

auditrin

The living wiki that writes itself.

onboarding-complexity

Estimate developer onboarding time from repository structure analysis

nodestradamus

See what breaks before you break it. MCP server + Python library for codebase intelligence: dependency graphs, impact analysis, semantic search.