ts-graph-mcp

A TypeScript code graph tool that extracts code structure into a queryable database, with MCP integration for AI coding agents.

What It Does

ts-graph parses TypeScript source code using AST analysis and builds a graph database of your codebase structure. The graph captures code symbols (functions, classes, interfaces, types, variables) and their relationships (calls, imports, type usage, inheritance).

Semantic search included. On first run, ts-graph downloads an embedding model (~300MB) and generates embeddings for all symbols. AI agents can search by concept ("user validation", "database queries") not just exact symbol names.

AI agents query the graph through the searchGraph MCP tool to:

• Find code by concept (semantic search)

• Traverse call graphs (who calls this? what does this call?)

• Find paths between symbols

Related MCP server: molmcp

Requirements

Node.js 24 or later. Storage uses the built-in node:sqlite module, so there is nothing to compile — no build tools on any platform.

Quick Start

1. Configuration

Create ts-graph-mcp.config.json in your project root:

{
  "packages": [
    { "name": "main", "tsconfig": "./tsconfig.json" }
  ],
  "server": {
    "port": 4000
  }
}

For monorepos, list multiple packages:

{
  "packages": [
    { "name": "shared", "tsconfig": "./shared/tsconfig.json" },
    { "name": "frontend", "tsconfig": "./frontend/tsconfig.json" },
    { "name": "backend", "tsconfig": "./backend/tsconfig.json" }
  ],
  "server": {
    "port": 4000
  }
}

2. Start the HTTP Server

npx ts-graph-mcp

The server indexes your project on first run and watches for changes.

3. Configure Claude Code

claude mcp add ts-graph-mcp -- npx -y ts-graph-mcp --mcp

Or manually in .mcp.json:

{
  "mcpServers": {
    "ts-graph-mcp": {
      "command": "npx",
      "args": ["-y", "ts-graph-mcp", "--mcp"]
    }
  }
}

Note: Start the HTTP server first. The MCP wrapper connects to it.

MCP Tool: searchGraph

Unified search combining semantic search with graph traversal.

Query Patterns

// Find code by concept (semantic search)
{ topic: "user authentication" }

// What does handleRequest call? (forward traversal)
{ from: { symbol: "handleRequest" } }

// Who calls saveUser? (backward traversal)
{ to: { symbol: "saveUser" } }

// How does A reach B? (path finding)
{ from: { symbol: "handleRequest" }, to: { symbol: "saveUser" } }

Parameters

*At least one of topic, from, or to is required. topic is standalone only — it cannot be combined with from/to.

Example Output

## Symbols matching "validation" (semantic search)

validateInput (Function) - src/validation.ts [score: 0.847]
checkUserData (Function) - src/user.ts [score: 0.721]

## Graph

handleRequest --CALLS--> validate --CALLS--> saveUser

## Nodes

validate:
  type: Function
  file: src/service.ts
  offset: 10, limit: 5
  snippet:
    10: export function validate(data: Input) {
  > 11:   return saveUser(data);
    12: }

CLI Options

ts-graph-mcp              # Start HTTP server
ts-graph-mcp --mcp        # Start MCP stdio server
ts-graph-mcp --reindex    # Force clean reindex

Configuration Reference

Required

Optional

Embedding Models

Add .ts-graph-mcp/ to your .gitignore.

Yarn PnP Support

ts-graph works with Yarn 4 PnP monorepos. When .pnp.cjs is detected, module resolution uses Yarn's PnP API.

Requirements:

• Use base package imports (@libs/utils, not @libs/utils/date)

• Declare dependencies with workspace:* protocol

Supported Types

Nodes: Function, Class, Method, Interface, TypeAlias, Variable, SyntheticType, Feature, Spec, TestSuite, Test

Edges: CALLS, IMPLEMENTS, EXTENDS, TAKES, RETURNS, HAS_TYPE, HAS_PROPERTY, DERIVES_FROM, ALIAS_FOR, REFERENCES, INCLUDES, CONTAINS, SPECIFIES, VERIFIED_BY

Development

npm run check        # Run tests, build, and lint
npm test             # Run tests
npm run build        # Compile TypeScript

Project Structure

ts-graph-mcp/
├── http/          # HTTP server, database, ingestion, queries
├── mcp/           # MCP stdio wrapper
├── shared/        # Shared types
├── ui/            # Web UI (React + Vite)
└── main.ts        # Entry point

Contributing

See ARCHITECTURE.md for technical internals and CLAUDE.md for code style guidelines.

License

MIT