Overview

ast-grep matches patterns against syntax-tree nodes, which helps distinguish code by its shape instead of matching every textual occurrence. That makes it useful for locating and changing recurring constructs across many files. Its CLI can preview and apply rewrites interactively, and the project describes parallel Rust processing for work across thousands of source files.

The breadth comes with a boundary: the FAQ says some advanced static-analysis information is not supported. Structural rules can identify code patterns, but ast-grep is not the right choice when a task depends on that deeper analysis.

Key features

Search, rewriting, and linting

The scan command runs configurable AST-pattern rules and reports severities including error, warning, info, and hint. This gives teams a way to turn code-shape conventions into checks, while interactive previews help review broad changes before applying them. It is particularly suited to repeatable refactors and targeted linting, not checks that require unsupported analysis.

Custom rules and testing

Rules are written in YAML and can combine pattern, kind, regex, relational, and composite conditions. The CLI includes commands to create and test rules, with snapshot-based test options. That combination is useful for teams maintaining reusable checks: rules can express more than a single text match and can be tested as part of their workflow.

A rule cannot target multiple languages at once. For mixed-language repositories, that means maintaining separate rules or using a superset language with languageGlobs, as the FAQ recommends. That extra organization is a real cost for teams hoping to write one rule for every language.

Languages, editors, and APIs

The project says it supports more than 20 languages and allows custom languages to be loaded. The online playground lets users try patterns and rewrite rules without installing the tool. Editor support includes an official VS Code extension and language-server integrations; the editor guide also documents Neovim and Emacs setups, alongside community integrations. The language server publishes diagnostics and supports diagnostic code actions, though linting diagnostics require an sgconfig.yml project file.

For programmatic use, the JavaScript API can inspect and change syntax trees, while the WebAssembly API supports browsers and other WASM environments. These interfaces make ast-grep relevant beyond command-line use, but they do not remove its analysis limits.

Pricing

ast-grep is open source and free, with no free trial because no paid trial is offered. The ast-grep plan is 0.00 USD per free. There are no paid tiers or seat-based plan distinctions in this offering, so teams can use the same tool without choosing a higher subscription to access its core capabilities.

Platforms

ast-grep is available across Linux, macOS, and Windows, as well as through API, extension, and web experiences. The CLI is distributed through npm, Cargo, Homebrew, MacPorts, Nix, and pip, with source builds also possible. Its self-hosted deployment model suits teams that want to run code search and linting within their own environment; the browser playground offers a way to explore rules without a local installation.

Who it's for

Choose ast-grep if you need structural search, configurable lint rules, or large-scale code rewrites across a codebase, especially when you want to define and test your own rules. Its language coverage and editor options also make it relevant to developers working across different languages and environments. It is a weaker fit when one rule must cover multiple languages or when the task requires advanced static-analysis information.

For questions and issues, the project directs users to GitHub and Discord, and also points to Stack Overflow and Reddit. That community-oriented support suits users comfortable resolving questions through public channels.

Pros and cons

Pros: Structural matching targets syntax-tree nodes, making it more precise for code-shaped searches and rewrites than raw text matching.
Pros: YAML rules, rule-testing commands, and multiple severity levels support reusable lint checks.
Pros: More than 20 supported languages, custom language loading, editor integrations, and JavaScript and WebAssembly APIs give it several routes into a workflow.
Cons: Some advanced static-analysis information is unsupported, limiting its use for checks that depend on it.
Cons: Rules target one language at a time, so mixed-language projects may need separate rules or a superset-language setup.
Cons: Linting diagnostics through the language server require an sgconfig.yml project file.

Alternatives

For a broader starting point, browse Code Refactoring Tools or Code Search Tools.

CodeRush is an alternative to consider for its editor-extension offering; it provides all versions free for commercial use, with the same features and updates across free and paid subscriptions.
ReSharper is worth considering for non-commercial C# work in VS Code and compatible editors through its free non-commercial plan, or for readers seeking its separate paid plan.
Roslynator is another free option, with tools and extensions available at no charge.
Sourcery may suit readers looking for a free open-source plan centered on public repositories, AI reviews, PR summaries and diagrams, one-click fixes, and custom review rules.
Moderne is an option for readers seeking a managed service, including managed backpatch service and dedicated FTEs in its Fully Managed Service plan.
Refrax is another free alternative.
Scalafix is another free alternative, from the Scala Center, which focuses on open source and education.
Coccinelle is another free alternative.

Verdict

Choose ast-grep if your priority is reusable, syntax-aware search, linting, and rewriting across a codebase without a subscription. Its broad language and integration support strengthens the case, but the one-language-per-rule constraint and gaps in advanced static analysis are reasons to look elsewhere when those capabilities are central.

	ack	ast-grep
Free plan	No	Yes
Free trial	No	No
Paid from	—	Free
Open source	No	No
Platforms	Linux, macOS, Windows	api, extension, Linux, macOS, Web, Windows
Free plan	Yes	—
Indexing scope	codebase	codebase
Regex search	Yes	Yes
Code navigation	No	Yes
IDE extensions	No	Yes
Deployment	—	self_hosted

ack vs ast-grep

ack

ast-grep