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Business Automation

Token Stunt

Smart code search MCP server for Claude Code. Parses source with tree-sitter, indexes every symbol and dependency edge into SQLite FTS5, and serves them through six MCP tools so agents read only what they need.

Technologies
Rust, tree-sitter, SQLite FTS5, Model Context Protocol, Cargo workspace, Ollama
Token Stunt, the smart code search MCP server for Claude Code: logo on a grainy emerald gradient
Business Automation2026

What it does

Token Stunt parses your source code with tree-sitter, extracts every function, class, interface, trait, enum, and constant, indexes them into a SQLite FTS5 store, and serves them through 6 MCP tools: ts_search, ts_symbol, ts_context, ts_overview, ts_setup, and ts_impact. Agents read only what they need instead of loading whole files.

Supported languages

Built-in: TypeScript, TSX, JavaScript, Python, Rust, Go, Java, C, C++, Ruby.

Optional (feature-gated): Swift, Kotlin, Dart.

Features

  • Native Claude Code output: Unicode compact blocks, box-drawing characters, score bars, tree connectors, and aligned columns.
  • Live reactivity: a filesystem watcher re-indexes changed files as you work.
  • Dependency graph: ts_context shows callers and callees for any symbol.
  • Semantic search (optional): combine keyword ranking with embeddings via Ollama, LM Studio, or any OpenAI-compatible endpoint.
  • Incremental indexing: only changed files are re-indexed on startup.
  • Transparent storage: the index lives outside your project, so nothing is added to your repo.

Frequently Asked Questions

What problem does Token Stunt solve?
It indexes an entire codebase with tree-sitter and SQLite FTS5 so AI coding agents can search and retrieve only the exact functions, classes, or symbols they need, instead of loading whole files into context.
Which languages does Token Stunt support?
TypeScript, TSX, JavaScript, Python, Rust, Go, Java, C, C++, and Ruby out of the box, with Swift, Kotlin, and Dart available as optional feature-gated support.

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