* feat(mcp): rank context/impact disambiguation candidates and expose kind/file_path hints
The `context` MCP tool already returned `{ status: 'ambiguous', candidates }`
when a name hit multiple symbols, but the candidates were returned in
arbitrary DB order and the only hint it accepted was file_path. The
`impact` tool was worse: when its name resolver found multiple viable
matches it silently picked the first one from a priority UNION, with no
signal back to the caller that a different symbol might have been
intended.
Both failure modes were flagged in issue #470 and reconfirmed in the
comments by a second user who described impact as returning "incorrect
parsing results and meaningless tool calls" in the multi-match case.
Changes:
* Add `resolveSymbolCandidates(repo, query, hints)` private helper on
LocalBackend. Single place that:
- Short-circuits on direct uid (zero-ambiguity)
- Runs the same name-or-qualified-id match as before, with LIMIT 20
(was 10) so the ranker has headroom instead of arbitrary truncation
- Preserves the #480 Class/Constructor preference -- when the only
ambiguity is a Class and its own Constructor, the Class wins
silently
- Scores each candidate (pure TS, no extra DB round-trip): base 0.50,
+0.40 for file_path match, +0.20 for kind match, plus a small
kind-priority tiebreaker (Class > Interface > Function > Method >
Constructor) when no explicit kind hint is given
- Sorts desc by score with stable tiebreakers (shorter filePath,
then lex uid)
- Promotes to a single confident resolve when the top score is
>= 0.95 AND beats the runner-up by >= 0.10 -- lets a strong hint
cut through without forcing the caller through a disambiguation
round-trip
* Rewire `context()` to use the shared helper. Response shape is a
strict superset of today's: candidates gain a `score` field, the
existing `{ uid, name, kind, filePath, line }` keys are preserved so
every downstream consumer (rename, eval-server formatter, etc.) keeps
working. New `kind` input hint accepted.
* Rewire `impact()` to use the shared helper. Now emits the same
`{ status: 'ambiguous', candidates, impactedCount: 0, risk: 'UNKNOWN' }`
shape instead of silent first-pick. New inputs accepted:
`target_uid`, `file_path`, `kind`.
* Update tool schemas in mcp/tools.ts to advertise the new inputs and
describe ranked disambiguation.
Backward compatibility:
The #480 Class/Constructor collapse is preserved and covered by the
existing java-class-impact integration test (still green). The
ambiguous response shape is a strict superset -- `eval-formatters`
unit test that parses the old shape is unchanged and still passes.
`impact` going from silent-first-pick to structured ambiguous is a
semantic improvement that is the entire point of the issue; callers
relying on silent first-pick now get an actionable response.
Scope declined for v1:
module/community hint -- the issue lists it as one of several hints,
but kind + file_path cover the vast majority of disambiguation needs
in practice, and a community-label filter requires an extra graph
query per candidate. Natural v2 follow-up.
Tests: calltool-dispatch.test.ts gains 5 new cases covering file_path
boost, kind hint boost, impact ambiguous shape, impact target_uid
short-circuit, and score field presence on the existing ambiguous
test. Plus the extended assertions on the existing
`context tool returns disambiguation for multiple matches`.
Verification:
npx vitest run test/unit/calltool-dispatch.test.ts -> 64 pass
npx vitest run test/integration/java-class-impact.test.ts -> pass
npm run test:unit -> 3642 pass
(4 pre-existing env failures unchanged: skip-git-cli needs built
dist/, git-utils tmpdir on Windows worktree -- same on main)
npx tsc --noEmit -> clean
Closes #470
* fix(mcp): enrich labels from UNION when labels(n)[0] is empty; address review findings
CI on PR #888 caught 13 integration-test failures I did not cover locally:
my resolver refactor collected candidates via `labels(n)[0] AS type`, but
LadybugDB returns an empty string for that projection on certain node
types (most importantly Class). With an empty `type`, impact's downstream
`_runImpactBFS` no longer recognised `symType === 'Class' | 'Interface'`
and stopped seeding Constructor + File nodes into the frontier, so the
"impact(upstream) surfaces the file importer" assertion broke across 11
language fixtures plus 2 OVERRIDES filter tests.
The original impact resolver worked around this by running a prioritised
UNION across Class/Interface/Function/Method/Constructor and picking the
first hit. My refactor dropped that. Fix: keep the simple candidate MATCH
but enrich types afterward via a single scoped UNION query, so every
candidate carries an accurate label for both scoring and downstream
BFS seeding. The UID direct-lookup path is patched the same way.
Also addresses the findings from the senior reviewer on PR #888:
* MIGRATION.md: document the `impact` behavioural change (silent first-
pick → structured `{ status: 'ambiguous', candidates }`) so downstream
callers know to branch on `result.status` before reading byDepth/
summary. `context` is unchanged shape-wise (strict superset).
* New test: `context tool promotes top candidate via scoring when
multiple rows survive DB pre-filter`. The review flagged that the
existing file_path test works only because the mock ignores WHERE
parameters -- the scored-promotion path (top ≥ 0.95 AND gap > 0.09)
wasn't directly exercised. The new test uses two candidates both in
App.tsx-containing paths plus a kind hint so promotion is decided by
scoring, not DB pre-filtering. Also tightened the comment on the
earlier file_path test to describe the mock vs production divergence
honestly.
* NIT: added a paragraph explaining why `scored.length >= 2` is kept as
a defensive guard even though the `normalized.length === 1` early
return already covers the single-candidate path.
* Integration: two tests in `local-backend-calltool.test.ts` targeted
`'authenticate'`, which now correctly resolves as ambiguous (two
Method nodes: AuthService.authenticate and BaseService.authenticate).
Updated both to pass `file_path: 'src/auth.ts'` so they exercise the
new disambiguation API and still assert the METHOD_OVERRIDES filtering
they were originally about.
Edge case fix in the promotion gap check: IEEE754 makes 0.50 + 0.40 +
0.20 - 0.90 = 0.09999999999999998 instead of exactly 0.10, which would
otherwise break the "winner clearly dominates" intent for legitimate
1.00 vs 0.90 cases. Changed `>= 0.10` to `> 0.09`; same user-facing
intent, no floating-point sensitivity.
Verification (all from gitnexus/):
npx vitest run test/integration/class-impact-all-languages.test.ts
-> 52 pass (was 11 FAIL on CI before this fix)
npx vitest run test/integration/local-backend-calltool.test.ts
-> 18 pass (was 2 FAIL on CI before this fix)
npx vitest run test/integration/java-class-impact.test.ts
-> 10 pass (regression guard for #480 preserved)
npx vitest run test/unit/calltool-dispatch.test.ts
-> 65 pass (1 new test + 4 from original #470 PR)
npm run test:unit
-> 3626 pass, 4 pre-existing env failures unchanged
npx tsc --noEmit
-> clean
|
||
|---|---|---|
| .. | ||
| .claude | ||
| hooks/claude | ||
| scripts | ||
| skills | ||
| src | ||
| test | ||
| vendor | ||
| .env.example | ||
| .npmignore | ||
| CHANGELOG.md | ||
| 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, Codex, 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 |
| 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:
- 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
- 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
- Field & Property Type Resolution — Tracks field types across classes and interfaces for deep chain resolution (e.g.,
- 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 --skip-agents-md # Preserve custom AGENTS.md/CLAUDE.md gitnexus section edits
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 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)
# Repository groups (multi-repo / monorepo service tracking)
gitnexus group create <name> # Create a repository group
gitnexus group add <name> <repo> # Add a repo to a group
gitnexus group remove <name> <repo> # Remove a repo from a group
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
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
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.