rw-ast-tools 0.1.0

MCP server for structural code analysis and editing

rw-ast-tools

Structural code analysis and editing MCP server — 57 tools for Python, TypeScript, JavaScript, Rust, Go, Java, C, C++, and more.

rw-ast-tools gives LLMs the ability to search, read, edit, and analyze code structurally, not as text. Built on tree-sitter parsing for accuracy across 20+ languages, with a hybrid semantic + keyword search engine powered by sqlite-vec.

Features

• 57 MCP tools across 13 categories — structural search, semantic analysis, code editing, dependency analysis, class hierarchy, blast radius, knowledge graphs, co-change analysis, and more
• Three server modes — timeout (stdio + idle TTL, default), daemon (systemd + file watcher), remote (Streamable HTTP + auth)
• Agent-agnostic integration — ast_tools.agent_integration package has zero Hermes dependency. Use with FORGE, Claude Code, Cursor, or any MCP client
• Hybrid search: True 6-factor RRF fusion — FTS5 keyword + vector semantic + recency + usage frequency + symbol kind + callgraph centrality
• Multi-language: 20+ languages via tree-sitter with full structural awareness
• Incremental indexing: SHA256 content-hash based, symbol-level diff — reindex in milliseconds
• Watchdog auto-indexer: Inotify-based file watcher for live codebase updates
• Metrics store: Time-series SQLite for codebase growth tracking
• CLI: 11 commands for terminal-first workflows
• Schema v5: symbols, embeddings, edges, dependency metrics, KNN graph, audit log

Quick Start

git clone https://github.com/stephanos8926-lgtm/ast-tools.git
cd ast-tools
uv sync --all-extras

MCP Server Configuration

Any MCP client (Hermes, FORGE, Claude Code):

{
  "mcpServers": {
    "rw-ast-tools": {
      "command": "ast-tools-server",
      "args": ["--mode", "timeout"]
    }
  }
}

Server Modes

Mode	Flag	Transport	Lifecycle	Use Case
timeout (default)	--mode timeout	stdio	Per-connection, idle TTL	Desktop CLI agents
daemon	--mode daemon	stdio + systemd	Persistent, auto-restart	Multi-agent workstations
remote	--mode remote	HTTP	Persistent, auth	Server deployment

Override via env var: AST_TOOLS_MODE=daemon ast-tools-server

Tool Categories

Category	Count	Tools
Core AST	8	Structural search (ast_grep), read (ast_read), edit (ast_edit), query (ast_query), capsule (ast_capsule), stub gen (ast_generate_stub), interface extraction (ast_refactor_extract_interface), TS editing (ts_edit)
Project Intelligence	3	Codebase summary, project info, impact analysis
Symbol Search	5	FTS5, semantic hybrid (6-factor RRF), find-by-name, list symbols, index status
Structural Analysis	5	Call graphs, type hierarchies, references, module imports, dependency chains
Dependency Analysis	6	Fan-in/out (module_imports), circular deps, external deps, dead code (basic + enhanced), API surface diff
Index Management	4	Refresh, reindex path, watch add, watch status
LSP Integration	8	Go-to-def, references, hover, symbols, call hierarchy (in/out), available languages, server check
Agent Integration	4	Context inject, context status, token status, validate usage
Code Validation	1	Multi-language syntax validation
Knowledge Graph	3	KG query, shortest path, neighborhood
Co-Change Analysis	4	Predict, hotspots, history, diff
Phase 10	7	Transitive deps, class hierarchy (MRO), blast radius v2, repo skeleton, file related, code validate
CLI	11	Commands (ast search, ast blast-radius, ast find-dead, ast callers, ast deps, etc.)

CLI

ast search "authentication handler"     # Semantic search
ast blast-radius src/auth.py:42         # Impact analysis
ast find-dead --format json              # Dead code detection
ast callers process_payment              # Call graph
ast deps src/api/handlers.py            # Import analysis

See docs/CLI_REFERENCE.md for the complete CLI reference.

Architecture

rw-ast-tools/
├── src/
│   └── ast_tools/
│       ├── agent_integration/   # Standalone modules (zero Hermes dep)
│       ├── tools/               # All 57 tool implementations
│       ├── watchdog/            # File watcher + metrics store
│       ├── kg/                  # Knowledge graph engine
│       ├── cochange/            # Co-change analysis
│       ├── database/            # Schema v5
│       ├── embeddings/          # 384-dim vector embeddings
│       ├── indexer/             # Symbol extraction, diff engine
│       ├── context/             # Context injection (6-factor RRF)
│       ├── watcher/             # File watcher daemon
│       ├── curator/             # Automated index curation
│       ├── utils/               # Security, file ops
│       ├── _server.py           # 3-mode MCP server
│       ├── server_config.py     # Config (CLI/env/file)
│       └── cli.py               # CLI commands
├── tests/                       # 770 tests passing
├── docs/                        # Full documentation
├── hermes-plugins/rw-ast-tools/ # Unified Hermes plugin
├── deploy/                      # systemd service files
└── CHANGELOG.md                 # Release changelog

Documentation

Document	Purpose
docs/AST_TOOLS_QUICKSTART.md	User guide & workflows
docs/CLI_REFERENCE.md	Complete CLI reference
docs/TROUBLESHOOTING.md	Common issues & fixes
docs/DOCUMENTATION_INDEX.md	Full documentation index
docs/reports/server-architecture-completion.md	3-mode server architecture report
docs/specs/server-architecture-redesign-v1.md	Architecture specification
docs/adrs/0012-server-architecture-multi-mode.md	Architecture decision record
SETUP_INSTRUCTIONS.md	Installation guide

License

MIT — RapidWebs Enterprise, LLC

Contact

Steven Page — [e-mail]

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