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  3. Arbor
A
Health: Not checked yetWe have not completed a health check for this listing yet.Last checked 8/10/2026, 11:46:07 PM

Arbor

Enrichment pendingWe haven’t run our AI enrichment pass on this listing yet, so the overview, use cases, and FAQ below may be sparse or missing. We work through the catalog over time β€” check back soon.
View Repository

The Graph-Native Intelligence Layer for Code.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent β€” or use 1-click editor setup below.

Add to CursorAdd to VS Code
Manual Client & Custom JSON ConfigExpand JSON β–Ύ

Install Config Generator

Choose your client
claude_desktop_config.json
{
  "mcpServers": {
    "arbor": {
      "command": "npx",
      "args": [
        "-y",
        "arbor"
      ]
    }
  }
}

πŸ’‘ Paste into ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows)

Install Directory Badge Claim listing AlternativesπŸ’» More in Developer Tools

Documentation Overview

Arbor logo

Arbor

Graph-native intelligence for codebases.
Know what breaks before you break it.

Rust CI Crates.io Latest release GHCR Glama MCP Directory MIT License

Side-by-side: an agent navigating tokio with grep-and-read (47 tool calls, still searching) vs the same agent with arbor's code graph (4 graph calls + 1 read, done)

Simulated replay β€” the arbor commands and their output are real (tokio @ 178k LOC). Methodology: BENCHMARKS.md

v3.0.0 β€” The Right Node Β· v2.6.0 stopped dropping colliding symbols. It did not stop resolving them to the wrong one. When a bare name matched several modules, resolution fell through to "same directory" and confidently attached the edge to whichever definition happened to sit next to the caller. On a graded fixture the three largest hubs reported zero downstream impact while unrelated siblings inherited their centrality. A file's own imports now settle it. Reproduce it yourself: getArbor-dev/arbor-torture


Why Arbor

Most AI coding tools treat code as text. Arbor builds a semantic dependency graph β€” functions, classes, and modules as nodes; calls, imports, and inheritance as edges β€” then answers execution-aware questions with deterministic precision:

QuestionArbor answer
If I change this symbol, what breaks?Blast radius with depth, confidence, and risk level
Who calls this β€” directly and transitively?Caller/callee traversal on the call graph
What's the shortest path between A and B?A* path through real dependencies
Is this PR too risky to merge?CI gate on blast-radius thresholds

No keyword guessing. No embedding hallucinations. One graph, every interface.

Where the graph is unsure, it says so β€” edges carry a confidence, and ambiguous resolutions are labelled rather than hidden. An honest unknown beats a confident wrong answer.


What's new in v3.0.0

One fix, measured.

Symbol resolution consults the importing file. When a bare name matched definitions in several modules, resolve_ref fell through to SameDir and attached the edge to whichever definition sat in the caller's own directory β€” not a dropped edge, a confidently misrouted one, stamped at 0.55 confidence.

GraphBuilder already kept a per-file import map, but only apply_import_validation read it, and that scores an edge after one has been chosen. It never saw the references going to the wrong node. Consulting it between the same-file and same-directory checks keeps a local definition shadowing an import, while letting a written import beat mere adjacency. Resolution::ViaImport scores 0.93, above SameDir's 0.55.

Measured

A fixture of 260 modules across 10 layers, each layer defining the same 26 function names. Ground truth is derived from the generator's own edge list, so the expected answer is exact rather than estimated.

True downstreamv2.6.0v3.0.0
1790163
1780161
1610133
14322133
12222119
362261
162246

Previously flat at about 22 regardless of the real answer. Now it tracks. Risk on the largest hub moves from LOW to CRITICAL.

Total edge count barely moves (1335 β†’ 1334). That is the signature of misrouting rather than loss: the edges were always there, pointing at the wrong nodes.

Breaking

  • Resolution gains a ViaImport variant β€” an exhaustive match will not compile
  • Edges land on different nodes, so cached graphs, stored node ids, and centrality baselines from 2.6.0 will differ

Known and still open

Written down rather than left to be discovered:

  • Small targets now over-report (36 β†’ 61, 16 β†’ 46). Safer direction than silence, but not yet correct.
  • PageRank has no escape from a closed cycle. Every member of a 500-function ring scores above 90% centrality on one caller each, so mutually recursive clusters β€” parsers, tree walkers, state machines β€” crowd the top of any ranking.
  • Inheritance produces no edges. class Middle(Base) is invisible, so changing a base class shows zero blast radius.
  • Dynamic and reflective imports (importlib, __import__, import(), eval(require(...))) are unresolvable by construction and are documented as expected misses in the fixture rather than counted as defects.
v2.6.0 β€” Ground Truth (colliding symbols kept, deterministic resolution, edge confidence, percentile centrality)

Correctness, not speed. Each of these was silently wrong before.

FixWhy it mattered
Colliding symbols are keptSymbolTable used HashMap::insert, so a second handler, new, or process replaced the first. The loser had zero callers and was invisible to blast radius.
Resolution is deterministicSame-directory locality was decided by iterating a HashMap. Rust seeds RandomState per process, so the same binary on the same input could build different edges between runs. Now asserted across eight fresh processes.
Edges carry confidenceA proven same-file call and a same-directory guess were identical evidence. Each edge now scores [0,1] by how it resolved.
Exported TS symbols indexed onceexport_statement recursed into its children, then the generic loop recursed again β€” every exported symbol became two vertices sharing one node id. 133 phantom nodes on a 149-file app, 25% of the graph.
Method calls on untyped receivers resolveobj.method() was dropped outright, leaving the graph nearly edgeless on TS/JS β€” and an empty graph reports a blast radius of zero, which reads as "safe" rather than "unknown".
Centrality is a percentile rankScores were divided by the graph maximum, so the top node was 1.0 by construction and a 0.6 threshold meant nothing consistent between repos. Adding one hub rescaled every other node.
Resolution is O(1), not O(refs Γ— nodes Γ— files)Unresolvable references β€” stdlib and third-party calls, most call sites in real code β€” paid the worst case. Suffixes are now indexed.

New capability β€” concept search. Substring matching cannot find get_authenticated from login; they share no substring. Identifiers are now tokenized and expanded through curated concept clusters, and docstrings, signatures, and paths are indexed alongside names. Deterministic, offline, no model. Available on the library as ArborGraph::search_ranked (arbor query remains literal-substring for now).

New capability β€” hunk-level impact. changed_node_ids_for_ranges keeps only symbols whose lines actually changed, instead of every symbol in a touched file.

Measured on identical node sets, after the duplicate-extraction fix:

CodebaseBeforeAfter
TypeScript (149 files)172 edges196 (+14%)
Rust (arbor-graph)116 edges167 (+44%)

Graph caches from earlier versions are invalidated β€” centrality now means something different, so a stale cache would be read wrong.

v2.5.0 β€” The Last Excuse (PageRank 23x, parallel indexing, warm-start centrality)
ChangeMeasured
PageRank rewrite β€” flat call-graph adjacency replaces per-iteration traversal149.8ms β†’ 6.6ms on a 10k-node graph (23x), verified side-by-side vs the old implementation
Parallel indexing β€” parse fans out across all cores, deterministic assemblyArbor: 253ms β†’ 95ms Β· tokio (178k LOC): 2.7s β†’ 1.6s
Warm-start centrality β€” watcher recomputes seed from previous scoresConverges in ~2 rounds after a one-file patch instead of the full 20-iteration budget
Convergence early-exitIteration stops at 1e-9 max delta β€” the budget is a ceiling, not a sentence

Think a number is wrong? cargo bench -p arbor-graph and prove it: BENCHMARKS.md.

v2.4.0 β€” The Agent-Native Leap (MCP 2026-07-28, HTTP transport, Tasks, MCP Apps)
FeatureWhat it does
MCP 2026-07-28Stateless server/discover, response caching (ttlMs/cacheScope), dual-version fallback for 2025-03-26 clients
Tasks extensiontasks/get Β· tasks/update Β· tasks/cancel β€” cold-start indexing returns task handles, not errors
MCP AppsInteractive blast-radius graph (ui://arbor/blast-radius) and architecture map (ui://arbor/architecture-map) inside agent hosts
HTTP transportarbor bridge --http --port 3333 β€” stateless MCP behind load balancers
Real get_blast_radiusGit-diff-aware impact analysis via shared arbor-graph::compute_blast_radius
Paginationoffset / limit / hasMore on search_symbols and get_map
BenchmarksCriterion suite + CI regression gate β€” see BENCHMARKS.md

Quickstart

bash
# Install
cargo install arbor-graph-cli

# Index your project (one command)
cd your-project && arbor setup

# Explore before you edit
arbor map . --exclude-test          # ranked project skeleton (~1k tokens)
arbor refactor parse_file           # blast radius of changing a symbol
arbor diff                          # impact of uncommitted git changes

# Wire up your AI agent
claude mcp add --transport stdio --scope project arbor -- arbor bridge

Agent workflow: call get_map first β†’ search_symbols / get_file_graph to locate code β†’ Read only the target file. Full MCP guide β†’


For AI agents (MCP)

Arbor ships a production MCP server via arbor bridge. Stdio is the default; HTTP is opt-in for remote/enterprise.

bash
# Stdio (Claude, Cursor, VS Code)
arbor bridge

# HTTP (MCP 2026-07-28)
arbor bridge --http --port 3333

Cursor / VS Code

config.json
{
  "mcpServers": {
    "arbor": {
      "type": "stdio",
      "command": "arbor",
      "args": ["bridge"]
    }
  }
}

Templates: templates/mcp/ Β· Setup scripts: scripts/setup-mcp.sh Β· scripts/setup-mcp.ps1

16 MCP tools

TierToolsUse when
Orientationget_mapFirst call β€” token-budgeted project skeleton ranked by PageRank
Surgicallist_entry_points Β· get_callers Β· get_callees Β· search_symbols Β· get_file_graph Β· get_node_detailNavigate to a specific symbol or file
Broadget_logic_path Β· analyze_impact Β· find_path Β· get_knowledge_pathTrace dependencies, blast radius, paths
Agent-nativeget_blast_radius Β· explain_symbol Β· audit_security Β· get_architecture_overview Β· batch_queryPR impact, onboarding, security audit, bulk lookup

Every tool returns { ok, tool, data, meta: { suggested_next_tool, suggested_next_args } } so agents chain calls without re-prompting.

Registry: io.github.Anandb71/arbor Β· Official API lookup Β· Glama listing


CLI reference

CommandDescription
arbor setupOne-shot init + index
arbor mapRanked, token-budgeted project skeleton
arbor query <term>Fuzzy symbol search (supports | OR)
arbor callers / callees <sym>One-hop graph traversal
arbor entry-pointsHTTP handlers, main, jobs, webhooks
arbor file-graph <path>Symbols + edges in one file
arbor inspect <sym>Full symbol detail
arbor path <a> <b>Shortest call-graph path
arbor refactor <sym>Blast radius before refactoring
arbor diffGit-change impact report
arbor checkCI safety gate (--max-blast-radius N)
arbor summaryAuto-generate PR description
arbor agent reviewAutonomous PR architecture review
arbor agent onboardCodebase onboarding guide
arbor agent guardReal-time architectural safety gate
arbor bridgeMCP server (add --http for HTTP transport)
arbor watchLive re-index on file changes
arbor guiNative desktop UI

All query commands support --json. map additionally supports --tokens N, --focus "pattern", --focus-changed.


Visual tour

Arbor visualizer screenshot

Full recording: media/recording-2026-01-13.mp4


Installation

bash
# Rust / Cargo
cargo install arbor-graph-cli

# Homebrew (macOS/Linux)
brew install Anandb71/tap/arbor

# Scoop (Windows)
scoop bucket add arbor https://github.com/Anandb71/arbor && scoop install arbor

# npm wrapper (cross-platform)
npx @anandb71/arbor-cli

# Docker
docker pull ghcr.io/anandb71/arbor:latest

No-Rust installers:

  • macOS/Linux: curl -fsSL https://raw.githubusercontent.com/Anandb71/arbor/main/scripts/install.sh | bash
  • Windows: irm https://raw.githubusercontent.com/Anandb71/arbor/main/scripts/install.ps1 | iex

Pinned installs: docs/INSTALL.md


Language support

Production parsers: Rust Β· TypeScript / JavaScript Β· Python Β· Go Β· Java Β· C / C++ Β· C# Β· Dart

Fallback parsers: Kotlin Β· Swift Β· Ruby Β· PHP Β· Shell

Adding languages β†’


CI & pull requests

bash
arbor diff --markdown
arbor check --max-blast-radius 30 --markdown
arbor summary

GitHub Action (pre-built binary, ~5s vs ~3–5min compile):

yaml
name: Arbor Check
on: [pull_request]

jobs:
  arbor:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
        with:
          fetch-depth: 0

      - uses: getArbor-dev/arbor@v3.0.0
        with:
          command: check . --max-blast-radius 30 --markdown
          comment-on-pr: true
          github-token: ${{ secrets.GITHUB_TOKEN }}

Architecture

Code
arbor-core (Tree-sitter parsing)
    └── arbor-graph (petgraph + PageRank + impact analysis)
            β”œβ”€β”€ arbor-cli      β€” CLI + MCP bridge
            β”œβ”€β”€ arbor-mcp      β€” MCP protocol server
            β”œβ”€β”€ arbor-server   β€” WebSocket JSON-RPC
            β”œβ”€β”€ arbor-watcher  β€” incremental file watcher
            └── arbor-gui      β€” desktop UI

Docs: Quickstart Β· Architecture Β· Graph schema Β· MCP integration Β· Benchmarks Β· Roadmap Β· Philosophy

Release channels: GitHub Releases Β· crates.io Β· GHCR Β· npm Β· VS Code / Open VSX Β· Homebrew Β· Scoop β€” Releasing guide


Philosophy

  1. Consumer first β€” beautiful, intuitive, instantly useful
  2. Accessibility second β€” works across ecosystems, runs anywhere
  3. Affordability next β€” minimal overhead, from laptops to monoliths

Arbor is local-first: no mandatory data exfiltration, offline-capable, open source. Security policy β†’


Contributing

bash
cargo build --workspace
cargo test --workspace
cargo clippy --workspace --all-targets --all-features

CONTRIBUTING.md Β· Good first issues Β· Code of conduct


Contributors

Anandb71 holg cabinlab Karthiksenthilkumar1 zacwolfe sanjayy-j sathguru07

7 contributors | View all


License

MIT β€” see LICENSE.

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Frequently Asked Questions about Arbor

Add the following block to your claude_desktop_config.json under mcpServers: "mcpServers": { "arbor": { "command": "npx", "args": ["-y", "arbor"] } }

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