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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.
Search and analyze code semantically to understand projects faster.
Give coding agents local structural memory for leaner, refactor-safe development.
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.
Query and understand large codebases with a fast knowledge graph for AI agents.