* fix(resolver): prefer same-directory file for Python bare imports
Python's sys.path searches the importing script's own directory first,
so `import user` from services/auth.py should resolve to services/user.py
even if models/user.py was indexed first in the suffix index.
Add a proximity check in resolveImportPath that consults the existing
dirMap index (O(1)) before falling back to global suffix matching, for
single-segment bare Python imports only.
Made-with: Cursor
* refactor(resolver): replace dirMap scan with O(1) allFiles.has() for proximity check
The previous implementation used index.getFilesInDir() + siblings.find()
which had two issues:
- dirMap stores all suffix levels, so getFilesInDir('services') matched
files from every directory named 'services/' across the repo — false
positives in monorepos
- siblings.find() was an O(n) linear scan despite the O(1) claim
Replace with a direct allFiles.has(importerDir + '/' + name + '.py') lookup.
allFiles is a Set<string> of full repo-relative paths, so the lookup is
truly O(1) and exact — no suffix ambiguity possible.
Also fixes: dead code (the '.rb' branch was unreachable since the outer if
gates on Python), and Windows backslash handling via normalize before split.
Made-with: Cursor
* test: remove flag-based demo from unit tests
Made-with: Cursor
* fix(resolver): cover package __init__.py in proximity check and add end-to-end CALLS test
- Also try importerDir/name/__init__.py as a second O(1) candidate so that
`import user` resolves to services/user/__init__.py when the target is a
package rather than a bare module file
- Add unit tests for package proximity, __init__.py fallback, and Windows
backslash path handling
- Add end-to-end CALLS assertion to the bare-import integration test:
svc.execute() must resolve to UserService#execute in services/user.py,
proving the fix propagates correctly through the type inference pipeline
Made-with: Cursor
* refactor: extract Python import resolution into resolvers/python.ts
- Move PEP 328 relative import and proximity-based bare import logic
from standard.ts into a dedicated resolvers/python.ts (resolvePythonImport)
- Dispatch Python imports from resolveLanguageImport in import-processor.ts,
consistent with how Ruby, PHP, and other languages are handled
- standard.ts is now language-agnostic (TS/JS aliases, Rust paths, suffix fallback)
- Add inline comment on __init__.py vs .py resolution order edge case
- Update unit tests to call resolvePythonImport directly
Made-with: Cursor
* docs: add PEP 302/328/451 references to python.ts comments
Made-with: Cursor
* fix(python): address reviewer comments on PEP compliance
- Guard dirParts.pop() against over-traversal: return null when dot
count exceeds directory depth, matching CPython's ImportError for
'attempted relative import beyond top-level package' (PEP 328)
- Swap __init__.py / .py check order to match CPython's finder
precedence (PEP 451 §4); coexistence is physically impossible so
order only matters for spec compliance
- Fix overstated PEP 302 comment: proximity check is a static
heuristic, not a sys.path[0] implementation
- Acknowledge namespace package gap (PEP 420) in docstring
- Add unit test for over-traversal guard
Made-with: Cursor
* test(python): document namespace package resolution behaviour
Add two unit tests for PEP 420 namespace packages (directory with no
__init__.py): bare import returns null (expected — no file exists to
resolve to, CPython sets __file__ = None), while the submodule form
(import user.model) resolves correctly via suffixResolve fallback.
Made-with: Cursor
---------
Co-authored-by: chirag-nighut <chiragnighut@gmail.com>
|
||
|---|---|---|
| .. | ||
| .claude | ||
| hooks/claude | ||
| scripts | ||
| skills | ||
| src | ||
| test | ||
| vendor/leiden | ||
| .npmignore | ||
| Dockerfile.test | ||
| package-lock.json | ||
| package.json | ||
| README.md | ||
| tsconfig.json | ||
| tsconfig.test.json | ||
| vitest.config.ts | ||
GitNexus
Graph-powered code intelligence for AI agents. Index any codebase into a knowledge graph, then query it via MCP or CLI.
Works with Cursor, Claude Code, Windsurf, Cline, OpenCode, and any MCP-compatible tool.
Why?
AI coding tools don't understand your codebase structure. They edit a function without knowing 47 other functions depend on it. GitNexus fixes this by precomputing every dependency, call chain, and relationship into a queryable graph.
Three commands to give your AI agent full codebase awareness.
Quick Start
# Index your repo (run from repo root)
npx gitnexus analyze
That's it. This indexes the codebase, installs agent skills, registers Claude Code hooks, and creates AGENTS.md / CLAUDE.md context files — all in one command.
To configure MCP for your editor, run npx gitnexus setup once — or set it up manually below.
gitnexus setup auto-detects your editors and writes the correct global MCP config. You only need to run it once.
Editor Support
| Editor | MCP | Skills | Hooks (auto-augment) | Support |
|---|---|---|---|---|
| Claude Code | Yes | Yes | Yes (PreToolUse) | Full |
| Cursor | Yes | Yes | — | MCP + Skills |
| Windsurf | Yes | — | — | MCP |
| OpenCode | Yes | Yes | — | MCP + Skills |
Claude Code gets the deepest integration: MCP tools + agent skills + PreToolUse hooks that automatically enrich grep/glob/bash calls with knowledge graph context.
Community Integrations
| Agent | Install | Source |
|---|---|---|
| pi | pi install npm:pi-gitnexus |
pi-gitnexus |
MCP Setup (manual)
If you prefer to configure manually instead of using gitnexus setup:
Claude Code (full support — MCP + skills + hooks)
claude mcp add gitnexus -- npx -y gitnexus@latest mcp
Cursor / Windsurf
Add to ~/.cursor/mcp.json (global — works for all projects):
{
"mcpServers": {
"gitnexus": {
"command": "npx",
"args": ["-y", "gitnexus@latest", "mcp"]
}
}
}
OpenCode
Add to ~/.config/opencode/config.json:
{
"mcp": {
"gitnexus": {
"command": "npx",
"args": ["-y", "gitnexus@latest", "mcp"]
}
}
}
How It Works
GitNexus builds a complete knowledge graph of your codebase through a multi-phase indexing pipeline:
- Structure — Walks the file tree and maps folder/file relationships
- Parsing — Extracts functions, classes, methods, and interfaces using Tree-sitter ASTs
- Resolution — Resolves imports and function calls across files with language-aware logic
- Clustering — Groups related symbols into functional communities
- Processes — Traces execution flows from entry points through call chains
- Search — Builds hybrid search indexes for fast retrieval
The result is a LadybugDB graph database stored locally in .gitnexus/ with full-text search and semantic embeddings.
MCP Tools
Your AI agent gets these tools automatically:
| Tool | What It Does | repo Param |
|---|---|---|
list_repos |
Discover all indexed repositories | — |
query |
Process-grouped hybrid search (BM25 + semantic + RRF) | Optional |
context |
360-degree symbol view — categorized refs, process participation | Optional |
impact |
Blast radius analysis with depth grouping and confidence | Optional |
detect_changes |
Git-diff impact — maps changed lines to affected processes | Optional |
rename |
Multi-file coordinated rename with graph + text search | Optional |
cypher |
Raw Cypher graph queries | Optional |
With one indexed repo, the
repoparam is optional. With multiple, specify which:query({query: "auth", repo: "my-app"}).
MCP Resources
| Resource | Purpose |
|---|---|
gitnexus://repos |
List all indexed repositories (read first) |
gitnexus://repo/{name}/context |
Codebase stats, staleness check, and available tools |
gitnexus://repo/{name}/clusters |
All functional clusters with cohesion scores |
gitnexus://repo/{name}/cluster/{name} |
Cluster members and details |
gitnexus://repo/{name}/processes |
All execution flows |
gitnexus://repo/{name}/process/{name} |
Full process trace with steps |
gitnexus://repo/{name}/schema |
Graph schema for Cypher queries |
MCP Prompts
| Prompt | What It Does |
|---|---|
detect_impact |
Pre-commit change analysis — scope, affected processes, risk level |
generate_map |
Architecture documentation from the knowledge graph with mermaid diagrams |
CLI Commands
gitnexus setup # Configure MCP for your editors (one-time)
gitnexus analyze [path] # Index a repository (or update stale index)
gitnexus analyze --force # Force full re-index
gitnexus analyze --embeddings # Enable embedding generation (slower, better search)
gitnexus analyze --verbose # Log skipped files when parsers are unavailable
gitnexus mcp # Start MCP server (stdio) — serves all indexed repos
gitnexus serve # Start local HTTP server (multi-repo) for web UI
gitnexus list # List all indexed repositories
gitnexus status # Show index status for current repo
gitnexus clean # Delete index for current repo
gitnexus clean --all --force # Delete all indexes
gitnexus wiki [path] # Generate LLM-powered docs from knowledge graph
gitnexus wiki --model <model> # Wiki with custom LLM model (default: gpt-4o-mini)
Multi-Repo Support
GitNexus supports indexing multiple repositories. Each gitnexus analyze registers the repo in a global registry (~/.gitnexus/registry.json). The MCP server serves all indexed repos automatically.
Supported Languages
TypeScript, JavaScript, Python, Java, C, C++, C#, Go, Rust, PHP, Kotlin, Swift, Ruby
Language Feature Matrix
| Language | Imports | Named Bindings | Exports | Heritage | Type Annotations | Constructor Inference | Config | Frameworks | Entry Points |
|---|---|---|---|---|---|---|---|---|---|
| TypeScript | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| JavaScript | ✓ | ✓ | ✓ | ✓ | — | ✓ | ✓ | ✓ | ✓ |
| Python | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| Java | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | — | ✓ | ✓ |
| Kotlin | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | — | ✓ | ✓ |
| C# | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| Go | ✓ | — | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| Rust | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | — | ✓ | ✓ |
| PHP | ✓ | ✓ | ✓ | — | ✓ | ✓ | ✓ | ✓ | ✓ |
| Ruby | ✓ | — | ✓ | ✓ | — | ✓ | — | ✓ | ✓ |
| Swift | — | — | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| C | — | — | ✓ | — | ✓ | ✓ | — | ✓ | ✓ |
| C++ | — | — | ✓ | ✓ | ✓ | ✓ | — | ✓ | ✓ |
Imports — cross-file import resolution · Named Bindings — import { X as Y } / re-export tracking · Exports — public/exported symbol detection · Heritage — class inheritance, interfaces, mixins · Type Annotations — explicit type extraction for receiver resolution · Constructor Inference — infer receiver type from constructor calls (self/this resolution included for all languages) · Config — language toolchain config parsing (tsconfig, go.mod, etc.) · Frameworks — AST-based framework pattern detection · Entry Points — entry point scoring heuristics
Agent Skills
GitNexus ships with skill files that teach AI agents how to use the tools effectively:
- Exploring — Navigate unfamiliar code using the knowledge graph
- Debugging — Trace bugs through call chains
- Impact Analysis — Analyze blast radius before changes
- Refactoring — Plan safe refactors using dependency mapping
Installed automatically by both gitnexus analyze (per-repo) and gitnexus setup (global).
Requirements
- Node.js >= 18
- Git repository (uses git for commit tracking)
Privacy
- All processing happens locally on your machine
- No code is sent to any server
- Index stored in
.gitnexus/inside your repo (gitignored) - Global registry at
~/.gitnexus/stores only paths and metadata
Web UI
GitNexus also has a browser-based UI at gitnexus.vercel.app — 100% client-side, your code never leaves the browser.
Local Backend Mode: Run gitnexus serve and open the web UI locally — it auto-detects the server and shows all your indexed repos, with full AI chat support. No need to re-upload or re-index. The agent's tools (Cypher queries, search, code navigation) route through the backend HTTP API automatically.
License
Free for non-commercial use. Contact for commercial licensing.