GitNexus/gitnexus
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perf(ingestion): linearize scope-capture across all languages + Python import resolution (O(n²)→O(n)) (#1918)
* bench(python-scope): build-free measure harness + baseline fingerprint for emitPythonScopeCaptures

ce-optimize scaffolding for the python-scope-capture run. Mirrors the Go
scope-capture harness (#1848): imports the .ts hotpath via tsx, times
emitPythonScopeCaptures on a synthetic DAO source at 250/800 entities, and
pins an order-independent sha256 capture fingerprint over the whole
lang-resolution/python-* corpus + a fixed 20-entity DAO as the correctness gate.

Baseline (current code) is O(n^2): 250->800 entities (3.2x) -> 10.7x time
(1062->11343ms), scaling_ratio 3.34.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* optimize(python-scope-capture): thread captured nodes to kill O(n^2) findNodeAtRange re-walks

emitPythonScopeCaptures re-derived each tree-sitter match's AST node via
findNodeAtRange(tree.rootNode, ...) on every match, scanning all of root's named
children per call -> O(matches x rootChildren) ~ O(n^2). The same #1848 bug Go
had (fixed in eaf0a305), mirrored in Python's captures.ts.

Thread the query-captured SyntaxNode (c.node) through a parallel tag->node map
and use it directly for all three sites (import / @scope.function /
@declaration.function). The Python scope query captures the full
statement/definition node, so the captured node IS the one the old code
re-derived by range — no ancestor walk needed (simpler than Go's import case).

Output is byte-identical: an order-independent sha256 capture fingerprint over
all 188 lang-resolution/python-* fixtures + a 20-entity DAO is unchanged.
800 entities: 11343ms -> 319ms (35.5x); 250: 1063ms -> 95ms (11.2x);
scaling_ratio 3.34 -> 1.05 (quadratic -> linear). tsc clean; 291 python
scope-resolution + resolver tests pass.

Adds a golden capture-parity test (forward-drift guard across the python-*
corpus + DAO shape) and a non-gated O(n^2) regression tripwire (400-entity
source, 346ms vs a 10s budget).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* optimize(python-scope-capture): index Python import resolution to kill O(imports x files) scans

resolvePythonImportTarget's fallback path scanned the entire repo file set on
every unresolved/external dotted import — once in hasRepoCandidate (package gate)
and once in resolveAbsoluteFromFiles (suffix match) — giving O(imports x files)
~ O(n^2) in the resolution phase (audit follow-up to the capture-phase #1848
mirror).

Add a per-file-set index (byBasename buckets + .py dir-prefix set + normalized
path set), memoized on the allFilePaths Set via a WeakMap so it is built once per
run and reused across every import. The two O(files) scans become O(1)/O(bucket)
lookups. The shared buildSuffixIndex is deliberately NOT reused: it keeps only a
single path per suffix (longest wins) and cannot reproduce Python's exact
fewest-segments-then-lexicographic tie-break across all candidates (see the
import-target.ts:72 rationale) — so a purpose-built index is used instead.

Output is identical: a resolver-output fingerprint over 10,021 cases (exhaustive
branch matrix — tie-breaks, gating, collisions, windows paths — plus a 400-repo
deterministic fuzz) is byte-for-byte unchanged
(e6ec1a59...). Worst-case scaling (k imports x k files): 500/1000/2000/4000 went
25/62/231/899ms -> 1.2/2.9/6.7/10.7ms (84x at 4000, quadratic -> linear).

tsc clean; 303 python scope-resolution + resolver tests pass; adds a 10-case
parity guard pinning the tie-break / gating / collision semantics the index
must preserve.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* fix(python): land the import-index reuse on the registry-primary path (PR #1918 P1)

The PythonFileIndex WeakMap is keyed on allFilePaths Set identity, but
pythonScopeResolver.resolveImportTarget wrapped the orchestrator's stable
run-level set in `new Set(allFilePaths)` per import, handing a fresh key to
every import — so the index rebuilt on every import and the O(imports x files)
cost this index removed persisted on the production path (PR #1918 review P1).

Thread ReadonlySet<string> through the resolver chain (PythonResolveContext,
getPythonFileIndex, the WeakMap key, resolveAbsoluteFromFiles, hasRepoCandidate,
resolvePythonImportInternal, tryResolveWithExtensions — all read-only) and drop
the per-import copy so the stable set reaches the WeakMap key. Mirrors the C#
counterpart (csharp/import-target.ts), which already keys on ReadonlySet.

Guard it deterministically: an ungated index-build counter (index-stats.ts) +
a production-path integration test that drives pythonScopeResolver over 300
imports on a stable set and asserts the index is built ONCE (was 300 pre-fix).

tsc clean; resolver-output fingerprint unchanged (e6ec1a59); 369 python
scope-resolution + resolver tests pass.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* perf(python): index only .py files in the import-resolution index (PR #1918 P3b)

getPythonFileIndex pushed every workspace file into byBasename (and normSet),
but Python import resolution only ever queries .py paths — module <seg>.py,
package <seg>/__init__.py, and .py directory prefixes. Non-.py files (.ts, .go,
…) could never match any lookup, so they were pure dead weight in the index on
polyglot monorepos.

Skip non-.py files at the top of the index builder. dirPrefixes was already
.py-gated; this extends the same guard to byBasename and normSet (both also
.py-only consumers), so it is behavior-preserving. Resolver fingerprint
unchanged (e6ec1a59); adds a polyglot parity case proving .ts/.go siblings
never affect resolution.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* perf(python): parent-key the __init__ bucket to kill package-count skew (PR #1918 P2b)

The suffix fallback's package form looked up byBasename.get('__init__.py'),
which holds every __init__.py in the repo — so every multi-segment package
import (pkg.sub) iterated all N packages to find the one ending /sub/__init__.py.

Add byInitParent: __init__.py files keyed by their last two components
(<parentDir>/__init__.py). The package lookup now targets only same-named
package dirs (typically O(1)) and confirms the full suffix, so the final
candidate set and tie-break are unchanged. __init__.py files stay in byBasename
too, so the rarer explicit "pkg.__init__" import still resolves via the module
(<lastSeg>.py) lookup.

Resolver fingerprint unchanged (e6ec1a59); adds parity cases for a nested
package (same-parent noise filtered by the suffix confirm) and an explicit
pkg.__init__ import.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* fix(python): reproduce old startsWith gating for absolute paths + re-baseline (PR #1918 P3a)

getPythonFileIndex built dirPrefixes by split('/')+filter(Boolean), which drops
the leading empty component of an absolute path: "/repo/svc/x.py" yielded
{repo/, repo/svc/}. The old full-scan gate compared the whole normalized path,
where "/repo/svc/x.py".startsWith("repo/svc/") is false — so the index gate
PASSED where the old gate BLOCKED, an absolute-path-only divergence (production
paths are repo-relative, so this never fired in production).

Build dirPrefixes from every slash-terminated prefix of the full path instead
(including the leading "/" for absolute paths), so dirPrefixes.has(X) matches
exactly when the old f.startsWith(X) did. For repo-relative paths the prefix set
is identical, so production behavior is unchanged.

This is NOT cosmetic. Extending the fingerprint harness with absolute-path file
sets surfaced 12 fuzz cases (out of ~4000 new absolute cases) where the pre-fix
index resolved an import the old code left unresolved — e.g. `pkg.thing` over
{/repo/pkg/__init__.py, /repo/vendor/pkg/thing.py} from /repo/app/main.py
resolved to /repo/vendor/pkg/thing.py under the buggy gate but is null (old and
fixed). The fix removes those absolute-path false positives.

Re-baseline justification: the committed resolver fingerprint moves
e6ec1a59 -> d51ea9ed because the harness now adds ~4000 absolute-path cases
(branch matrix incl. the reviewer's exact case + a 200-repo absolute fuzz). The
relative-path subset is unchanged: the original 10,021-case relative corpus
still hashes to e6ec1a59 after the dirPrefixes fix (the fix only alters
absolute-path prefixes). The new baseline encodes the old-startsWith-equivalent
(correct) behavior, verified by diffing the fixed vs. pre-fix harness output.

Adds parity cases pinning the absolute false-positive (now null) and a
repo-relative control of the same shape (still resolves). tsc clean.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* test(python-bench): add --check mode + REPS=7 to the scope-capture harnesses (PR #1918 P2a)

The bench harnesses were dev-only — nothing compared the committed fingerprints
or guarded the scaling, so an O(n^2) regression (or a P1-style cache miss) could
land silently.

Add a --check mode to both:
- measure.mjs: assert the capture fingerprint == baseline-fingerprint.txt AND
  scaling_ratio < 1.5 (linear), exit non-zero on either. REPS bumped 3 -> 7 to
  stabilize the median on shared CI runners.
- import-target-fingerprint.mjs: assert the resolver fingerprint ==
  baseline-import-target-fingerprint.txt, exit non-zero on drift.

Without --check both still print JSON for dev use / deliberate re-baselining.
Verified: --check passes on the current tree (capture f2b4376f / scaling 1.04;
resolver d51ea9ed) and exits 1 with a clear message on a corrupted baseline.
Wired into CI by the dedicated benchmark job (next commit).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* ci(bench): add a dedicated benchmark job wiring in the gated cross-language suites

The cobol/csharp/rust/php/ruby *-pipeline-benchmark.test.ts suites are gated
behind GITNEXUS_BENCH, so the main coverage job skips them — their O(n^2)
scaling guards never actually ran in CI. Add a dedicated "benchmarks" job to the
Tests reusable workflow that runs them with GITNEXUS_BENCH=1, plus the Python
scope-capture and import-resolution fingerprint + scaling guards
(measure.mjs --check, import-target-fingerprint.mjs --check) from PR #1918.

Runs with --no-file-parallelism: the suites measure wall-clock and peak heap, so
parallel forks both skew the timings and OOM the worker pool (reproduced locally:
the parallel run crashes a worker; serial passes 5/5 in ~80s). The job is part of
the Tests workflow, so it gates the existing CI Gate required check.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* ci(bench): exclude go-pipeline-benchmark from the gated job (fork-pool instability)

Validation surfaced that go-pipeline-benchmark.test.ts's worker-pool (#1848)
suite spins a real worker pool that exits unexpectedly under vitest's fork pool,
crashing the run (1 of 3 tests, repeated). Including it would make the new
benchmark gate flaky. The other five language pipeline benchmarks
(cobol/csharp/rust/php/ruby) run clean serially (5/5, ~84s). Go is already
guarded by its non-gated O(n^2) tripwire (main coverage job) + golden parity
test, so coverage is preserved. Documented inline.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* ci(security): set persist-credentials false on all ci-tests checkouts (zizmor artipacked)

The new benchmarks job (and the pre-existing tests / cross-platform jobs) used
actions/checkout with the default persist-credentials, leaving the token in
.git/config. The tests job uploads a test-reports artifact, so that is the
literal credential-persistence-through-artifacts case zizmor's artipacked audit
flags; the others persist creds needlessly.

None of these jobs push — they run npm + vitest only — so persist-credentials:
false is safe (the packaged-install-smoke job already runs setup-gitnexus this
way). All four ci-tests.yml checkouts are now consistent.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* bench(scope-capture): unified build-free measure harness for all benchmarked languages

Adds a single tsx harness that measures emit<Lang>ScopeCaptures for every
language with a pipeline benchmark (go, csharp, rust, php, ruby, cobol):
per-language synthetic-DAO scaling (250/800 entities) + an order-independent
sha256 fingerprint over each <lang>-* fixture corpus, with a --check mode gating
both against baselines.json.

It immediately surfaced that csharp, rust, php and ruby still carry the
O(matches x rootChildren) findNodeAtRange(tree.rootNode,...) root-walk that was
fixed for go (#1915) and python (#1918): scaling ratios 3.13 / 3.31 / 3.04 /
3.07 (vs ~1.0 for the fixed go and cobol). They are flagged known_quadratic in
baselines.json so CI guards drift + worsening until each gets the threaded-node
fix (following commits).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* perf(ruby): linearize scope-capture (thread captured nodes + dedup set)

emitRubyScopeCaptures re-derived each match's node via findNodeAtRange(tree.
rootNode,...) per match (import / scope.function / declaration.function /
heritage / attr / call-arity), and the constructor-return pass ran out.some(...)
once per method over the growing output array — two O(n^2) shapes (measured
scaling 3.07).

Thread the query's captured node (c.node) through a nodeMap and resolve each
anchor with a type-guarded lookup (nodeIfType), and precompute the YARD-return
dedup keys into a Set. Output byte-identical (capture fingerprint over the
ruby-* fixture corpus + DAO unchanged); scaling 3.07 -> 1.11 (linear). 127 ruby
resolver tests pass; tsc clean.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* perf(php): linearize scope-capture (thread captured nodes)

emitPhpScopeCaptures re-derived each match's node via findNodeAtRange(tree.
rootNode,...) per match (import / scope.function / declaration / call-arity),
giving O(matches x rootChildren) ~ O(n^2) (measured scaling 3.04).

Thread the query's captured node (c.node) through a nodeMap and resolve each
anchor with a type-guarded lookup (nodeIfType), mirroring go #1915 / python
#1918. Output byte-identical (capture fingerprint over the php-* fixture corpus
+ DAO unchanged); scaling 3.04 -> 1.03 (linear). 205 php resolver tests pass;
tsc clean.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* perf(rust): linearize scope-capture (thread captured nodes)

emitRustScopeCaptures re-derived each match's node via findNodeAtRange(tree.
rootNode,...) per match (import / scope.function / declaration / type-binding
return-hoist / call-arity), giving O(matches x rootChildren) ~ O(n^2) (measured
scaling 3.31 — the worst of the four).

Thread the query's captured node (c.node) through a nodeMap and resolve each
anchor with a type-guarded lookup (nodeIfType), mirroring go #1915 / python
#1918. Output byte-identical (capture fingerprint over the rust-* fixture corpus
+ DAO unchanged, incl. the impl-block return-type hoist path); scaling
3.31 -> 1.05 (linear). Rust resolver tests pass; tsc clean.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* perf(csharp): linearize scope-capture (thread captured nodes)

emitCsharpScopeCaptures re-derived each match's node via findNodeAtRange(tree.
rootNode,...) per match at 7 sites (import / read.member / scope.function /
declaration / call-arity / primary-constructor class+record), giving
O(matches x rootChildren) ~ O(n^2) (measured scaling 3.13).

Thread the query's captured node (c.node) through a nodeMap and resolve each
anchor with a type-guarded lookup (nodeIfType), mirroring go #1915 / python
#1918. Output byte-identical (capture fingerprint over the csharp-* fixture
corpus + DAO unchanged); scaling 3.13 -> 0.99 (linear). C# resolver tests pass;
tsc clean.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* ci(bench): tighten scope-capture budgets to linear + gate all 6 languages in CI

All six benchmarked languages now thread the captured node, so update
baselines.json: drop known_quadratic and set scaling_budget 1.5 (linear) for
csharp/rust/php/ruby (go/cobol already linear). Fingerprints are unchanged —
every fix was byte-identical.

Wire the unified build-free guard into the benchmarks job:
'node --import tsx bench/scope-capture/measure.mjs --check' asserts the capture
fingerprint and linear scaling for go/csharp/rust/php/ruby/cobol on every run.
Build-free (no worker pool), so unlike the go pipeline benchmark it is stable in
CI. measure --check passes locally for all six (scaling 0.86-1.10).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* refactor(ingestion): address PR #1918 tri-review — shared nodeIfType, duck-typed guard, docs

Tri-review follow-ups (no behavior change — all capture fingerprints + the
resolver fingerprint are byte-identical, verified via the bench --check gates):

- maintainability (M1): extract the `nodeIfType` helper (copy-pasted into 4
  captures.ts files) to ast-helpers.ts as a generic `nodeIfType<T extends
  SyntaxNode>`. csharp/php keep their local SyntaxNode aliases (used elsewhere);
  the generic signature accepts them.
- P2 (latent): duck-type the `resolvePythonImportTarget` shape-guard instead of
  `instanceof Set`. The context type was widened to ReadonlySet<string>; an
  `instanceof Set` check would reject a legitimate non-Set ReadonlySet and
  silently drop all Python import edges. Now checks `.has` + `[Symbol.iterator]`.
- P3 (ruby dedup): document the snapshot-vs-live `out.some`→Set behavior — the
  one narrow corner (two same-named methods one row apart, both ending in
  Const.new) where output differs from the pre-PR code, and why the new
  behavior (emit both) is intended.
- harness cross-ref: note in python-scope/measure.mjs that Python's capture
  scaling is guarded there (not the unified scope-capture harness) so neither
  is removed assuming the other covers Python.

tsc clean; scope-capture --check passes (6 languages, unchanged + linear);
resolver fingerprint unchanged; 300 python/ruby/rust tests pass.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* test(ingestion): golden + O(n^2) tripwire tests for ruby/rust/php/csharp scope-capture

Addresses the PR #1918 tri-review test-gap consensus (testing + adversarial +
maintainability): the four newly-linearized languages had no committed
correctness/scaling lock in the standard unit-test job — only the
bench/scope-capture/measure.mjs --check fingerprint, which runs in the separate
benchmarks CI job.

Per language, mirroring the existing go/python tests:
- test/unit/scope-resolution/<lang>/<lang>-captures-golden.test.ts — ORDER-
  SENSITIVE golden (modeled on go-captures-golden.test.ts; catches emission
  reordering the order-independent bench fingerprint misses) over the whole
  lang-resolution/<lang>-* corpus + a 20-entity synthetic DAO, with UPDATE_GOLDEN
  regeneration. Runs in the normal unit-test job (fast-fail).
- test/integration/<lang>-scope-capture-tripwire.test.ts — non-gated O(n^2)
  regression tripwire (400-entity source, <10s budget), like python's.

The ruby golden also pins the snapshot-dedup behavior (two same-named methods
both ending in Const.new emit BOTH @type-binding.return bindings — PR #1918 P3),
and the rust golden exercises the impl-block return-type hoist path.

41 tests pass; tsc clean. Goldens generated against the (byte-identical) current
output.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-05-30 19:44:22 +01:00
..
.claude feat(cpp): sfinae filter (#1623) 2026-05-16 20:23:13 +01:00
bench perf(ingestion): linearize scope-capture across all languages + Python import resolution (O(n²)→O(n)) (#1918) 2026-05-30 19:44:22 +01:00
hooks feat(setup): implement antigravity integration setup and hook adapter… (#1730) 2026-05-25 14:46:17 +01:00
scripts fix(lbug): resolve non-ASCII paths for KuzuDB on Windows (#1811) (#1817) 2026-05-25 21:28:12 +01:00
shadow-parity-dashboard feat(ingestion): shadow-mode parity harness + static dashboard (#923, RFC #909 Ring 2 PKG) (#972) 2026-04-18 21:30:43 +01:00
skills docs: clarify PostToolUse hook is notification-only, not auto-reindex (#1070) 2026-04-26 06:06:15 +01:00
src perf(ingestion): linearize scope-capture across all languages + Python import resolution (O(n²)→O(n)) (#1918) 2026-05-30 19:44:22 +01:00
test perf(ingestion): linearize scope-capture across all languages + Python import resolution (O(n²)→O(n)) (#1918) 2026-05-30 19:44:22 +01:00
vendor fix(install): materialize vendored grammars to fix Windows EPERM (#1728) (#1729) 2026-05-21 16:47:22 +01:00
.env.example feat: add .env.example, empty batch guard, dimension mismatch warning 2026-03-20 20:15:59 -04:00
.npmignore fix: add preinstall cleanup to prevent ENOTEMPTY on global upgrade (#843) 2026-04-15 14:10:49 +01:00
CHANGELOG.md chore: release v1.6.5 (#1645) 2026-05-16 17:11:25 +01:00
Dockerfile.test fix(security): Pin Docker Node base images, remove runtime package-manager CVE surface, verify Trivy on PRs, and harden Dependabot policy (#1455) 2026-05-09 16:55:31 +01:00
package-lock.json chore(deps)(deps): bump node-addon-api from 8.7.0 to 8.8.0 in /gitnexus (#1911) 2026-05-30 06:23:31 +01:00
package.json chore(ci): consolidate parity shards and narrow cross-platform matrix (#1798) 2026-05-24 12:10:10 +01:00
README.md feat(cli): add --uid/--file/--kind disambiguation flags to impact (#1907) (#1914) 2026-05-30 11:03:13 +01:00
tsconfig.json feat: configure prettier with pre-commit hook (#563) 2026-03-28 14:58:04 +00:00
tsconfig.test.json test: add test suite with vitest (unit + integration + fixtures) 2026-03-01 20:07:02 +05:30
vitest.config.ts fix(lbug): resolve non-ASCII paths for KuzuDB on Windows (#1811) (#1817) 2026-05-25 21:28:12 +01:00

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, Antigravity (Google), Codex, Windsurf, Cline, OpenCode, and any MCP-compatible tool.

npm version License: PolyForm Noncommercial


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 Yes (postToolUse, manual install) Full
Antigravity (Google) Yes Yes Yes (AfterTool, Gemini CLI hooks schema) Full
Codex 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)

# macOS / Linux
claude mcp add gitnexus -- npx -y gitnexus@latest mcp

# Windows
claude mcp add gitnexus -- cmd /c npx -y gitnexus@latest mcp

Codex (full support — MCP + skills)

codex 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:

  1. Structure — Walks the file tree and maps folder/file relationships
  2. Parsing — Extracts functions, classes, methods, and interfaces using Tree-sitter ASTs
  3. Resolution — Resolves imports and function calls across files with language-aware logic
    • Field & Property Type Resolution — Tracks field types across classes and interfaces for deep chain resolution (e.g., user.address.city.getName())
    • Return-Type-Aware Variable Binding — Infers variable types from function return types, enabling accurate call-result binding
  4. Clustering — Groups related symbols into functional communities
  5. Processes — Traces execution flows from entry points through call chains
  6. 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 repo param 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 --repair-fts    # Fast path: rebuild/verify only FTS indexes on existing index data
gitnexus analyze --force         # Full rebuild: re-parse + graph rebuild + FTS rebuild
gitnexus analyze --embeddings    # Enable embedding generation (slower, better search)
gitnexus analyze --skip-agents-md  # Preserve custom AGENTS.md/CLAUDE.md gitnexus section edits
gitnexus analyze --verbose       # Log skipped files when parsers are unavailable
gitnexus analyze --max-file-size 1024  # Skip files larger than N KB (default: 512, cap: 32768)
gitnexus analyze --worker-timeout 60  # Increase worker idle timeout for slow parses
gitnexus analyze --wal-checkpoint-threshold 67108864  # 64 MiB. Control LadybugDB WAL auto-checkpoint threshold (default: 67108864 = 64 MiB; -1 keeps Ladybug stock ~16 MiB)
gitnexus mcp                     # Start MCP server (stdio) — serves all indexed repos
gitnexus serve                   # Start local HTTP server (multi-repo) for web UI
gitnexus index                   # Register an existing .gitnexus/ folder into the global registry
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)

# Direct graph queries — the same tools the MCP server exposes, no MCP daemon needed
gitnexus query "<concept>"                                    # Process-grouped hybrid search
gitnexus context <symbol> [--uid <uid> | --file <path>]       # 360° symbol view; flags disambiguate a shared name
gitnexus impact <symbol> [--uid <uid> | --file <path> | --kind <kind>]  # Blast radius; flags disambiguate a shared name
gitnexus detect-changes          # Map the working-tree diff to affected symbols and execution flows
gitnexus cypher "<query>"        # Run a raw Cypher query against the knowledge graph

# Repository groups (multi-repo / monorepo service tracking)
gitnexus group create <name>                                   # Create a repository group
gitnexus group add <group> <groupPath> <registryName>          # Add a repo to a group. <groupPath> is a hierarchy path (e.g. hr/hiring/backend); <registryName> is the repo's name from the registry (see `gitnexus list`)
gitnexus group remove <group> <groupPath>                      # Remove a repo from a group by its hierarchy path
gitnexus group list [name]                                     # List groups, or show one group's config
gitnexus group sync <name>                                     # Extract contracts and match across repos/services
gitnexus group contracts <name>  # Inspect extracted contracts and cross-links
gitnexus group query <name> <q>  # Search execution flows across all repos in a group
gitnexus group status <name>     # Check staleness of repos in a group

Remote Embeddings

Set these env vars to use a remote OpenAI-compatible /v1/embeddings endpoint instead of the local model:

export GITNEXUS_EMBEDDING_URL=http://your-server:8080/v1
export GITNEXUS_EMBEDDING_MODEL=BAAI/bge-large-en-v1.5
export GITNEXUS_EMBEDDING_DIMS=1024          # optional, default 384
export GITNEXUS_EMBEDDING_API_KEY=your-key   # optional, default: "unused"
gitnexus analyze . --embeddings

Works with Infinity, vLLM, TEI, llama.cpp, Ollama, LM Studio, or OpenAI. When unset, local embeddings are used unchanged.

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)

Release candidates

Stable releases publish to the default latest dist-tag. When a pull request with non-documentation changes merges into main, an automated workflow also publishes a prerelease build under the rc dist-tag, so early adopters can try in-flight fixes without waiting for the next stable cut. (Docs-only merges are skipped.)

# Try the latest release candidate (pre-stable — may change at any time)
npm install -g gitnexus@rc
# — or —
npx gitnexus@rc analyze

Release-candidate versions follow the standard semver prerelease format X.Y.Z-rc.N, where X.Y.Z is the next stable target (bumped from the current latest by patch by default; minor or major when kicking off a bigger cycle) and N increments per published rc. Example sequence: 1.6.2-rc.1, 1.6.2-rc.2, …, then once 1.6.2 ships stable, 1.6.3-rc.1. See the Releases page for the full list; stable latest is unaffected.

Troubleshooting

Cannot destructure property 'package' of 'node.target' as it is null

This crash was caused by a dependency URL format that is incompatible with certain npm/arborist versions (npm/cli#8126). It is fixed in gitnexus v1.6.2+. Upgrade to the latest version:

npx gitnexus@latest analyze          # always uses the newest release
# — or —
npm install -g gitnexus@latest       # upgrade a global install

If you still hit npm install issues after upgrading, these generic workarounds may help:

npm install -g npm@latest            # update npm itself
npm cache clean --force              # clear a possibly corrupt cache

Installation fails with native module errors

Some optional language grammars (Dart, Kotlin, Swift) require native compilation. If they fail, GitNexus still works — those languages will be skipped.

If npm install -g gitnexus fails on native modules:

# Ensure build tools are available (Linux/macOS)
# Ubuntu/Debian: sudo apt install python3 make g++
# macOS: xcode-select --install

# Retry installation
npm install -g gitnexus

Analyze warns about unavailable FTS or VECTOR extensions

GitNexus uses optional DuckDB extensions for BM25 and vector search. The gitnexus serve and MCP read paths only ever try to LOAD the extensions — they never block on a network install. The analyze command, by default, attempts one bounded out-of-process INSTALL if LOAD fails and proceeds even when that install times out, so the index is always written to disk; BM25/vector search degrade gracefully until the extensions become available.

Configure the behavior with two environment variables:

Variable Values Default Effect
GITNEXUS_LBUG_EXTENSION_INSTALL auto, load-only, never auto auto runs one bounded INSTALL if LOAD fails. load-only only uses already-installed extensions (recommended for offline / firewalled environments). never skips optional extensions entirely.
GITNEXUS_LBUG_EXTENSION_INSTALL_TIMEOUT_MS positive integer 15000 Wall-clock budget for the out-of-process INSTALL child before it is killed.
GITNEXUS_WAL_CHECKPOINT_THRESHOLD integer >= -1 67108864 (64 MiB) LadybugDB WAL auto-checkpoint threshold during analyze (bytes). Auto-checkpoint remains enabled; -1 keeps Ladybug's stock ~16 MiB. Larger thresholds reduce checkpoint frequency but increase the WAL size at rotation time — choose a smaller value on disk-constrained environments.
# Offline/airgapped: never reach the network for extensions
GITNEXUS_LBUG_EXTENSION_INSTALL=load-only npx gitnexus analyze

# Slow network: give extension downloads more time
GITNEXUS_LBUG_EXTENSION_INSTALL_TIMEOUT_MS=30000 npx gitnexus analyze

Analysis runs out of memory

For very large repositories:

# Increase Node.js heap size
NODE_OPTIONS="--max-old-space-size=16384" npx gitnexus analyze

# Exclude large directories
echo "vendor/" >> .gitnexusignore
echo "dist/" >> .gitnexusignore

Large files are being skipped

By default the walker skips files larger than 512 KB (see log line Skipped N large files (>512KB)). Raise the threshold via either the CLI flag or the environment variable — both accept a value in KB:

# CLI flag (takes precedence over the env var)
npx gitnexus analyze --max-file-size 2048     # skip only files > 2 MB

# Environment variable (persists across commands)
export GITNEXUS_MAX_FILE_SIZE=2048
npx gitnexus analyze

Values above 32768 KB (32 MB) are clamped to the tree-sitter parser ceiling; invalid values fall back to the 512 KB default with a one-time warning. When an override is active, analyze prints the effective threshold in its startup banner (e.g. GITNEXUS_MAX_FILE_SIZE: effective threshold 2048KB (default 512KB)).

Analyze reports a worker timeout

Worker parse timeouts are recoverable. GitNexus retries stalled worker jobs with backoff, splits large jobs to isolate slow files, and falls back to the sequential parser when needed. If a large repository needs more time per worker job, use either:

# CLI flag, in seconds
npx gitnexus analyze --worker-timeout 60

# Environment variable, in milliseconds
export GITNEXUS_WORKER_SUB_BATCH_TIMEOUT_MS=60000
npx gitnexus analyze

For repositories with very large source files, GITNEXUS_WORKER_SUB_BATCH_MAX_BYTES controls the worker job byte budget. The default is 8388608 bytes (8 MB).

Worker pool resilience tuning

Three env vars expose the pool's resilience layers (respawn budget, cumulative-timeout cap, circuit breaker). Defaults are tuned for typical repos; bump them when an analyze legitimately needs more retries, or lower them to fail-fast on a known-bad shape.

Variable Default Effect
GITNEXUS_WORKER_MAX_RESPAWNS_PER_SLOT 3 Max replacement spawns per slot before the slot is dropped from the active rotation.
GITNEXUS_WORKER_MAX_CUMULATIVE_TIMEOUT_MS 5 × subBatchTimeoutMs Total retry wall-time budget per job before quarantining. Bounds exponentially-growing retry waits.
GITNEXUS_WORKER_CONSECUTIVE_FAILURE_THRESHOLD max(3, poolSize) Per-slot consecutive deaths before the pool's circuit breaker trips. After tripping, dispatches require a fresh pool.

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

PolyForm Noncommercial 1.0.0

Free for non-commercial use. Contact for commercial licensing.