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Reduce token usage when AI reads code with AST-aware structural analysis.
Copy the install command and let the AI configure it · recommended for beginners
Please install the "io.github.Digital-Threads/token-pilot" MCP server from askskill: Run: claude mcp add 'io-github-digital-threads-token-pilot' -- npx -y token-pilot
Navigate codebases by symbol and retain memory across sessions.
Analyze codebases with semantic graphs for impact, context, and PR reviews.
Safely let your AI run code, query databases, use LMs, and commit to GitHub.
Gives coding agents a deterministic call graph to reduce breakage and token waste.
Search code with far fewer tokens and enable symbol-level edits for AI agents.
Navigate codebases by symbol and recall context across sessions.