About Loctree Ast
Loctree Ast is an MCP server in the Blockchain category: structural code intelligence for AI agents. Scan once, query everything — dead exports, circular imports, dependency graphs, and more. CLI + MCP server. It has been installed 0 times through Conduid.
Install
git clone https://github.com/Loctree/loctree-astThis server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.
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README
Install
curl -fsSL https://loct.io/install.sh | sh # CLI + loctree-mcp
cargo install --locked loctree loctree-mcp # Cargo, reproducible
npm install -g loctree # CLI only; published targets follow the latest npm release
brew install loctree/cli/loct # CLI via Homebrew tap
brew install loctree/mcp/loctree-mcp # MCP via Homebrew tap
Public install channels track the latest published release, which can lag behind
the workspace version on main. If you're validating a specific release, check
crates.io, npm, or GitHub Releases rather than assuming branch parity.
Quick Start
Artifacts are stored in your OS cache dir by default (override via LOCT_CACHE_DIR).
loct is the canonical CLI command. loctree remains available as a quiet compatibility alias.
loct # Scan project, write cached artifacts
loct --for-ai # AI-optimized overview (health, hubs, quick wins)
loct slice src/App.tsx --consumers # Context: file + deps + consumers
loct find useAuth # Find symbol definitions
loct find 'Snapshot FileAnalysis' # Cross-match: where terms meet
loct impact src/utils/api.ts # What breaks if you change this?
loct health # Quick summary: cycles + dead + twins
loct dead --confidence high # Unused exports
loct cycles # Circular imports
loct twins # Dead parrots + duplicates + barrel chaos
loct audit # Full codebase review
What It Does
loctree captures your project's real dependency graph in a single scan, then answers structural questions instantly from the snapshot. Designed for AI agents that need focused context without reading every file.
Core capabilities:
- Holographic Slice - extract file + dependencies + consumers in one call
- Cross-Match Search - find where multiple terms co-occur (not flat grep)
- Dead Export Detection - find unused exports across JS/TS, Python, Rust, Go, Dart
- Circular Import Detection - Tarjan's SCC algorithm catches runtime bombs
- Handler Tracing - follow Tauri commands through the entire FE/BE pipeline
- Impact Analysis - see what breaks before you delete or refactor
- jq Queries - query snapshot data with jq syntax (
loct '.files | length')
Why loctree
| grep/rg | LSP | loctree | |
|---|---|---|---|
| Knows imports vs definitions | No | Per-file | Whole graph |
| Dead export detection | No | No | Yes (multi-lang) |
| Cross-file impact analysis | No | Limited | Full transitive |
| AI agent integration | No | No | MCP server + --for-ai |
| Speed on 1M LOC repo | Fast (text) | Slow (indexing) | ~3s (structural) |
| Setup | None | Per-editor | One binary |
MCP Server
loctree ships as an MCP server for seamless AI agent integration:
loctree-mcp # Start via stdio (configure in your MCP client)
7 tools: repo-view, slice, find, impact, focus, tree, follow. Each tool accepts a project parameter — auto-scans on first use, caches snapshots in RAM. Project-agnostic: analyze any repo without configuration.
{
"mcpServers": {
"loctree": {
"command": "loctree-mcp",
"args": []
}
}
}
Direct download users can also fetch signed release assets from the monorepo
GitHub release page, which mirrors both the CLI and loctree-mcp tarballs.
Language Support
| Language | Dead Export Accuracy | Notes |
|---|---|---|
| Rust | ~0% FP | Tested on rust-lang/rust (35K files) |
| Go | ~0% FP | Tested on golang/go (17K files) |
| TypeScript/JavaScript | ~10-20% FP | JSX/TSX, React patterns, Flow, WeakMap |
| Python | ~20% FP | Library mode, __all__, stdlib detection |
| Svelte | <15% FP | Template analysis, .d.ts re-exports |
| Vue | ~15% FP | SFC support, Composition & Options API |
| Dart/Flutter | Full | pubspec.yaml detection |
Auto-detects stack from Cargo.toml, tsconfig.json, pyproject.toml, pubspec.yaml, src-tauri/.
Holographic Slice
Extract 3-layer context for any file:
loct slice src/App.tsx --consumers
Slice for: src/App.tsx
Core (1 files, 150 LOC):
src/App.tsx (150 LOC, ts)
Deps (3 files, 420 LOC):
[d1] src/hooks/useAuth.ts (80 LOC)
[d2] src/contexts/AuthContext.tsx (200 LOC)
[d2] src/utils/api.ts (140 LOC)
Consumers (2 files, 180 LOC):
src/main.tsx (30 LOC)
src/routes/index.tsx (150 LOC)
Total: 6 files, 750 LOC
Cross-Match Search
Multi-term queries show where terms meet, not flat OR:
loct find 'Snapshot FileAnalysis'
=== Cross-Match Files (9) ===
src/snapshot.rs: Snapshot(6), FileAnalysis(4)
src/slicer.rs: Snapshot(2), FileAnalysis(3)
...
=== Symbol Matches (222 in cross-match files) ===
src/snapshot.rs:20 - Snapshot [struct]
src/types.rs:15 - FileAnalysis [struct]
...
=== Parameter Matches (4 cross-matched) ===
src/slicer.rs:45 - snapshot: &Snapshot in build_slice(analyses: &[FileAnalysis])
jq Queries
Query snapshot data directly:
loct '.dead_parrots' # Dead code findings
loct '.files | length' # Count files
loct '.edges[] | select(.from | contains("api"))' # Filter edges
loct '.summary.health_score' # Health score
CI Integration
loct lint --fail --sarif > results.sarif # SARIF for GitHub/GitLab
loct findings | jq '.dead_exports.total' # Check dead export count
loct findings --summary | jq '.health_score' # Health summary JSON
Crates
| Crate | Description |
|---|---|
loctree |
Core analyzer + CLI (loct, loctree) |
report-leptos |
HTML report renderer (Leptos SSR) |
loctree-mcp |
MCP server for AI agents |
Development
make precheck # fmt + clippy + check (run before push)
make install # Install loct, loctree, loctree-mcp
make test # Run all workspace tests
make publish # Cascade publish to crates.io
Badge
[](https://crates.io/crates/loctree)
License
MIT OR Apache-2.0. See LICENSE-MIT and LICENSE-APACHE.
𝚅𝚒𝚋𝚎𝚌𝚛𝚊𝚏𝚝𝚎𝚍. with AI Agents ⓒ 2025-2026 Loctree Team
README mirrored from the source repository 4 months ago. The original is authoritative.