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MCP server · Blockchain

Loctree Ast

Structural code intelligence for AI agents. Scan once, query everything — dead exports, circular imports, dependency graphs, and more. CLI + MCP server.

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Scored 4 months ago · breakdown

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

Clone
git clone https://github.com/Loctree/loctree-ast

This 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

[![loctree](https://img.shields.io/badge/analyzed_with-loctree-a8a8a8?style=flat&logo=data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgaGVpZ2h0PSIxNiIgdmlld0JveD0iMCAwIDE2IDE2Ij48cmVjdCB3aWR0aD0iMTYiIGhlaWdodD0iMTYiIGZpbGw9IiMwMDAiLz48dGV4dCB4PSI4IiB5PSIxMiIgZm9udC1mYW1pbHk9Im1vbm9zcGFjZSIgZm9udC1zaXplPSIxMCIgZmlsbD0iI2E4YThhOCIgdGV4dC1hbmNob3I9Im1pZGRsZSI+TDwvdGV4dD48L3N2Zz4=)](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.

Questions

About Loctree Ast

How do I install Loctree Ast?

Run git clone https://github.com/Loctree/loctree-ast, then add the server to your MCP client's configuration. Conduid has recorded 0 installs, so the command is known to work with current clients.

Is Loctree Ast safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Loctree Ast still maintained?

Conduid hasn't recorded a commit date for this repository yet. Check the repository directly for recent activity.