Token Pilot MCP Server

AST structural overview: classes, functions, methods with signatures. Up to 90% savings on large files. Framework-aware: shows HTTP routes, column types, validation rules.

Load source of a specific symbol. Supports Class.method. show param: full/head/tail/outline.

Batch read multiple symbols from one file in a single call (max 10). One round-trip instead of N.

Minimal RAW code around a symbol — copy directly as old_string for Edit tool. Batch mode: pass symbols array for multiple edit contexts.

Read a specific line range from a file.

Show only changed hunks since last smart_read. Requires smart_read before editing (for baseline). Works with any edit tool.

Batch smart_read for up to 20 files in one call.

All usages of a symbol: definitions, imports, references. Filters: scope, kind, lang, limit. Use context_lines to include surrounding source code.

Dual-detection (ast-index + config files) with confidence scoring. Project type, frameworks, quality tools, CI, architecture, directory map. Filter sections with include.

Import graph: what a file imports, what imports it, test files.