@aiready/ast-mcp-server

@aiready/ast-mcp-server

AST-aware TypeScript/JavaScript codebase exploration for AI agents, providing high-precision symbol resolution, reference finding, and structural analysis via MCP tools.

Category
Visit Server

README

@aiready/ast-mcp-server

Best-in-Class TypeScript/JavaScript Codebase Exploration for AI Agents.

This Model Context Protocol (MCP) server provides high-precision, AST-aware tools for navigating complex codebases. Unlike standard search tools, it understands imports, exports, types, and references.

🚀 Key Features

  • Hybrid Indexing: Combines ripgrep speed with ts-morph precision. Only loads relevant files into memory to handle massive monorepos.
  • O(1) Symbol Resolution: Instantly find where any function, class, or type is defined using a pre-built disk cache.
  • Surgical Reference Finding: Uses a two-stage lookup (Regex + AST) to find every usage of a symbol across the project without OOM crashes.
  • Monorepo Intelligent: Automatically discovers tsconfig.json boundaries and respects TypeScript project references.
  • Zero Configuration: Bundles the ripgrep binary and handles all TypeScript parsing out-of-the-box.
  • Path Security: Hardened against path traversal and malicious agent inputs.

🛠 Tools Provided

Tool Purpose
resolve_definition Find where a symbol is defined (file, line, signature, JSDoc).
find_references Find all usages of a symbol across the project (paged).
find_implementations Find concrete classes implementing an interface/abstract class.
get_file_structure Return a structural tree of a file (classes, methods, enums).
search_code Blazingly fast regex search via bundled ripgrep.
get_symbol_docs Extract full JSDoc/TSDoc metadata for any symbol.
get_call_hierarchy Find callers and callees for a symbol (incoming/outgoing).
build_symbol_index Warm the disk cache for a project (highly recommended).

📦 Installation

npx -y @aiready/ast-mcp-server

⚙️ Configuration

Environment Variables

  • AST_WORKSPACE_ROOT: Path to the root of the allowed workspace (default: cwd).
  • AST_MAX_HEAP_MB: Max memory allowed for AST Projects (default: 1536).
  • AST_WORKER_POOL_SIZE: Number of worker threads for parsing (default: 2).

Agent Configuration (Cursor/Claude Desktop)

{
  "mcpServers": {
    "ast-explorer": {
      "command": "npx",
      "args": ["-y", "@aiready/ast-mcp-server"],
      "env": {
        "AST_WORKSPACE_ROOT": "/path/to/your/project"
      }
    }
  }
}

🛡 Security

All tool arguments are strictly validated. Any attempt by an agent to access files outside the AST_WORKSPACE_ROOT will result in a hard rejection.

📄 License

MIT © AIReady

Recommended Servers

playwright-mcp

playwright-mcp

A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.

Official
Featured
TypeScript
Magic Component Platform (MCP)

Magic Component Platform (MCP)

An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.

Official
Featured
Local
TypeScript
Audiense Insights MCP Server

Audiense Insights MCP Server

Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.

Official
Featured
Local
TypeScript
VeyraX MCP

VeyraX MCP

Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.

Official
Featured
Local
graphlit-mcp-server

graphlit-mcp-server

The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.

Official
Featured
TypeScript
Kagi MCP Server

Kagi MCP Server

An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.

Official
Featured
Python
E2B

E2B

Using MCP to run code via e2b.

Official
Featured
Neon Database

Neon Database

MCP server for interacting with Neon Management API and databases

Official
Featured
Exa Search

Exa Search

A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.

Official
Featured
Qdrant Server

Qdrant Server

This repository is an example of how to create a MCP server for Qdrant, a vector search engine.

Official
Featured