* feat: Phase 3 — return type inference, generic args extraction, Ruby YARD type extractor
Three architectural improvements to the type resolution system:
1. Return type inference — wire extractMethodSignature returnType through
SymbolDefinition into call-processor. When var = callee() and callee
has a known return type, bind var to that type. Handles Promise<T>
unwrapping, nullable stripping, pointer/reference removal.
2. Generic type argument extraction — new extractGenericTypeArgs() utility
that extracts type parameters from List<User> → ['User']. Handles
TS/Java/Kotlin/C#/Rust generic syntax. Building block for for-loop
variable typing.
3. Ruby dedicated type extractor — replaces the stub with YARD annotation
parsing (@param name [Type]), handling qualified types, nullable types,
and singleton methods. Ruby now has real type resolution.
Unit tests: 127 → 192+ (type-env) + 65 (symbol-table, call-processor) + 18 (generics)
Integration tests: 8+ new test cases with fixtures across TS/Python/Go/Java/Ruby
* fix: Phase 3 gaps — WRAPPER_GENERICS correctness, Ruby :: qualifier, namespaced constructors
- Remove collection types (List, Array, Vec, Set) from WRAPPER_GENERICS to prevent
false CALLS edges (e.g. List<User> no longer unwraps to User)
- Add :: qualifier handling in extractReturnTypeName for Ruby/C++/Rust namespaced types
- Add Ruby `constant` and `scope_resolution` node types to shared extractors
- Extract shared extractRubyConstructorAssignment helper (dedup type-env.ts + ruby.ts)
- Add integration tests for return type inference: Python, TypeScript, Go, Java, Ruby
- Add Ruby namespaced constructor fixture (Models::UserService.new)
- Add unit tests for collection reclassification and :: qualifiers
* feat: Phase 4 — CONSTRUCTOR_BINDING_SCANNERS for all languages + return type inference tests
Add CONSTRUCTOR_BINDING_SCANNERS for 6 missing languages, completing
return type inference coverage across all 11 supported languages:
- TypeScript/JS: variable_declarator with call_expression, unwraps await
- Go: short_var_declaration single-assignment (skips multi-return, new/make)
- Java: local_variable_declaration with `var` type + method_invocation
- C#: variable_declaration with implicit_type (var) + invocation_expression
- Rust: let_declaration without type annotation, handles mut_pattern
- PHP: assignment_expression with function_call_expression
Also adds property_identifier to extractSimpleTypeName for qualified
member calls (repo.getUser → getUser), fixing namespaced constructor
inference that was previously a known limitation.
Integration tests added for all 11 languages with correct label
assertions (Function vs Method per language's tree-sitter queries).
* refactor: merge CONSTRUCTOR_BINDING_SCANNERS into per-language LanguageTypeConfig
Eliminates the parallel dispatch map in type-env.ts by moving all 11
constructor binding scanners into their respective type-extractors/*.ts
files as `scanConstructorBinding` on LanguageTypeConfig.
- Add ConstructorBindingScanner type to types.ts
- Add shared helpers: hasTypeAnnotation, unwrapAwait, extractCalleeName
- Move scanners to typescript.ts, jvm.ts, python.ts, php.ts, go.ts,
rust.ts, swift.ts, c-cpp.ts, csharp.ts, ruby.ts
- Fix `any` types in C# scanner → SyntaxNode | null
- Delete ~300 lines from type-env.ts (CONSTRUCTOR_BINDING_SCANNERS map)
- Update buildTypeEnv to use config.scanConstructorBinding
All 143 type-env unit tests and all 10 language integration suites pass.
* fix: remove unused import, fix any type in Java scanner, update stale comment
- Remove unused extractCalleeName import from jvm.ts
- Fix (c: any) → (c: SyntaxNode) in Java scanner
- Update stale CONSTRUCTOR_BINDING_SCANNERS reference in ruby.ts comment
* fix: C# and PHP return type inference — scanner fixes, method signature extraction, and cross-file resolution
Addresses code review findings on PR #284:
C# scanner (csharp.ts):
- Fix type node lookup: iterate children instead of childForFieldName('type')
which returns undefined in tree-sitter-c-sharp
- Fix initializer lookup: handle direct invocation_expression children
(no equals_value_clause wrapper in tree-sitter-c-sharp)
C# return type extraction (utils.ts):
- Add 'returns' field check to extractMethodSignature — tree-sitter-c-sharp
uses 'returns', not 'type', for method return types
C# cross-file resolution (call-processor.ts + fixture):
- Add constructor binding verification to sequential processCalls path
(was only in the worker processCallsFromExtracted path)
- Add ReturnType.csproj to csharp-return-type fixture
- Update fixture namespaces to use ReturnType.Models/ReturnType.Services
prefix (matches real C# project conventions)
PHP scanner (php.ts):
- Extend scanConstructorBinding to handle member_call_expression
($this->getUser() patterns), not just function_call_expression
Shared (shared.ts):
- Add member_access_expression to extractSimpleTypeName qualified-names
block (C# method calls like svc.GetUser())
Tests:
- Add Repo.cs/Repo.php disambiguation fixtures (two Save methods)
- Strengthen C# and PHP return type tests with hard disambiguation assertions
- Add C# scanner unit tests and return type extraction test
* feat: per-language ReturnTypeExtractor + doc-comment @param parsing for PHP, JS, Ruby
Add ReturnTypeExtractor to LanguageTypeConfig interface with implementations
for Ruby (YARD @return), PHP (PHPDoc @return), and JS/TS (JSDoc @returns).
The fallback is wired in both parsing-processor and parse-worker paths,
activating only when extractMethodSignature finds no AST-based return type.
Also add doc-comment @param type extraction for PHP and JS/TS, following
Ruby's existing collectYardParams pattern. This enables parameter.method()
resolution in loosely-typed codebases using PHPDoc @param or JSDoc @param.
Additional fixes from PR #284 code review:
- Go: add selector_expression + field_identifier to extractSimpleTypeName
(enables package-qualified factory calls like models.NewUser())
- Ruby: broaden scanConstructorBinding to capture plain call assignments
(user = get_user()) in addition to Class.new patterns
- Ruby: harden return-type fixture with disambiguation (two save methods)
Test coverage: +14 new integration tests across Go, Ruby, PHP, JS/TS
* fix: JSDoc async return type, PHP attribute walkers, and $this receiver disambiguation
Three fixes from fourth-pass code review on PR #284:
1. JSDoc `@returns {Promise<User>}` no longer stripped to `Promise` — extractReturnType
now uses sanitizeReturnType (preserves generics) instead of normalizeJsDocType
(which stripped them before extractReturnTypeName could unwrap WRAPPER_GENERICS).
2. PHP 8+ `#[Attribute]` and JS `@decorator` nodes no longer break doc-comment walkers.
Both extractReturnType and collect*Params functions now skip attribute_list/decorator
nodes instead of breaking on them as named siblings.
3. PHP `$this->method()` now provides receiverClassName for disambiguation.
When two classes define the same method, the enclosing class narrows candidates
via ownerId matching in call-processor, preventing false no-binding results.
* fix: sanitizeReturnType dot corruption, JS test assertions, Ruby constant receiver
- Remove redundant dot-path stripping from sanitizeReturnType that corrupted
qualified names inside generics (e.g. Promise<models.User> → User>)
- Split JS async fixture into separate files and add negative assertions
to properly verify disambiguation (mirroring PHP test pattern)
- Accept 'constant' node type in Ruby scanConstructorBinding for factory
call assignments (SERVICE = build_service())
- Add 'constant' to SIMPLE_RECEIVER_TYPES so extractReceiverName handles
Ruby constant receivers (SERVICE.process)
* fix: nested generic arg splitting, JS/Ruby test false positives
- Replace naive comma split in extractReturnTypeName with bracket-balanced
extractFirstGenericArg so nested types like Future<Result<User, Error>>
unwrap correctly instead of producing malformed "Result<User"
- Add CompletableFuture to WRAPPER_GENERICS for Java async unwrapping
- Split js-jsdoc-return-type fixture models.js into user.js/repo.js and
add negative assertions to prove disambiguation (not just file match)
- Split ruby-constant-factory-call fixture into separate service files
and add negative assertions against AdminService resolution
* fix: review findings — receiverClassName parity, Rust wrappers, Go multi-return, Kotlin/Swift qualified calls
P1: Sequential path now includes receiverClassName narrowing for PHP
$this->method() disambiguation (was missing vs worker path).
P2: Added Rc/Arc/Weak/MutexGuard/Cow + 6 more Rust Deref types to
WRAPPER_GENERICS (Box excluded — Java Swing collision). Extended
Kotlin/Swift scanners to handle navigation_expression callees.
Added Go multi-return support (user, err := f()) with blank/_/err/ok
guard + AST-level first-return extraction in extractMethodSignature.
P3: Extracted shared verifyConstructorBindings() eliminating 60 lines
of duplication between sequential and worker paths. Added return-type
inference integration tests for C++, Rust, Swift with competing
methods and negative disambiguation assertions.
* fix: Swift navigation_suffix unwrapping, Rust lifetime skipping, Kotlin disambiguation tests
- Swift scanConstructorBinding: handle tree-sitter wrapping qualified
identifiers in navigation_suffix nodes
- Add extractFirstTypeArg to skip Rust lifetime parameters ('a, '_)
when unwrapping wrapper generics like Ref<'_, User>
- Kotlin tests: add Repo class fixture with competing save() methods
to prove disambiguation; assert no spurious edges on known gap
- Remove tree-sitter-kotlin from optionalDependencies (now regular dep)
* fix: C# null-conditional calls, Ruby YARD bracket-balanced split, PHPDoc alternate order, escapeValue hardening
- Add C# null-conditional call support (user?.Save()): tree-sitter query for
conditional_access_expression, member_binding_expression in MEMBER_ACCESS_NODE_TYPES,
receiver extraction via conditional_access_expression parent walk
- Fix Ruby YARD type parsing for nested generics (Hash<Symbol, User>): replace
naive split(',') with bracket-balanced splitter respecting <> depth
- Add alternate YARD format (@param [Type] name) alongside standard (@param name [Type])
- Add alternate PHPDoc format (@param $name Type) alongside standard (@param Type $name)
- Harden escapeValue in kuzu-adapter.ts: escape \n and \r to prevent Cypher injection
- Integration tests: C# null-conditional fixture (5 tests), Ruby YARD generics fixture (6 tests)
- Unit tests: PHPDoc alternate order (2 tests), C# null-conditional call-form (updated)
* test: add Python static/classmethod integration tests (issue #289)
Verifies that classes using only @staticmethod/@classmethod have HAS_METHOD
edges connecting them to their child methods. This was the root cause of
issue #289 where context() and impact() returned empty for such classes.
Tests cover: HAS_METHOD edge emission, unique static method resolution
(create_user, delete_user), and ambiguous same-named method handling
(find_user on both UserService and AdminService — safely refused).
* fix: lbug batch escapeValue newline hardening, Rust ::default() scanner exclusion
- Apply \n/\r escaping to batch upsert escapeValue in lbug-adapter.ts:429
(missed instance of the CREATE-path fix from
|
||
|---|---|---|
| .. | ||
| .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.