ast-grep-find

AST-based code search and refactoring via ast-grep MCP

422 stars

Best use case

ast-grep-find is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

AST-based code search and refactoring via ast-grep MCP

Teams using ast-grep-find should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/ast-grep-find/SKILL.md --create-dirs "https://raw.githubusercontent.com/vibeeval/vibecosystem/main/skills/ast-grep-find/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/ast-grep-find/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How ast-grep-find Compares

Feature / Agentast-grep-findStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

AST-based code search and refactoring via ast-grep MCP

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# AST-Grep Find

Structural code search that understands syntax. Find patterns like function calls, imports, class definitions - not just text.

## When to Use

- Find code patterns (ignores strings/comments)
- Search for function calls, class definitions, imports
- Refactor code with AST precision
- Rename variables/functions across codebase

## Usage

### Search for a pattern
```bash
uv run python -m runtime.harness scripts/ast_grep_find.py \
    --pattern "import asyncio" --language python
```

### Search in specific directory
```bash
uv run python -m runtime.harness scripts/ast_grep_find.py \
    --pattern "async def \$FUNC(\$\$\$)" --language python --path "./src"
```

### Refactor/replace pattern
```bash
uv run python -m runtime.harness scripts/ast_grep_find.py \
    --pattern "console.log(\$MSG)" --replace "logger.info(\$MSG)" \
    --language javascript
```

### Dry run (preview changes)
```bash
uv run python -m runtime.harness scripts/ast_grep_find.py \
    --pattern "print(\$X)" --replace "logger.info(\$X)" \
    --language python --dry-run
```

## Parameters

| Parameter | Description |
|-----------|-------------|
| `--pattern` | AST pattern to search (required) |
| `--language` | Language: `python`, `javascript`, `typescript`, `go`, etc. |
| `--path` | Directory to search (default: `.`) |
| `--glob` | File glob pattern (e.g., `**/*.py`) |
| `--replace` | Replacement pattern for refactoring |
| `--dry-run` | Preview changes without applying |
| `--context` | Lines of context (default: 2) |

## Pattern Syntax

| Syntax | Meaning |
|--------|---------|
| `$NAME` | Match single node (variable, expression) |
| `$$$` | Match multiple nodes (arguments, statements) |
| `$_` | Match any single node (wildcard) |

## Examples

```bash
# Find all function definitions
uv run python -m runtime.harness scripts/ast_grep_find.py \
    --pattern "def \$FUNC(\$\$\$):" --language python

# Find console.log calls
uv run python -m runtime.harness scripts/ast_grep_find.py \
    --pattern "console.log(\$\$\$)" --language javascript

# Replace print with logging
uv run python -m runtime.harness scripts/ast_grep_find.py \
    --pattern "print(\$X)" --replace "logging.info(\$X)" \
    --language python --dry-run
```

## vs morph/warpgrep

| Tool | Best For |
|------|----------|
| **ast-grep** | Structural patterns (understands code syntax) |
| **warpgrep** | Fast text/regex search (20x faster grep) |

Use ast-grep when you need syntax-aware matching. Use warpgrep for raw speed.

## MCP Server Required

Requires `ast-grep` server in mcp_config.json.

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