Developer Tools●●Solid
Ragtoolina – MCP tool that adds codebase RAG to AI coding agents
Honest benchmark shows RAG overhead on trivial queries; 63% token savings on complex tasks.
Solve My ProblemSlick
slack812
303mo ago
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GitHub Repository
Zero-config grammar-free structural codebase indexer and MCP server. ~0.16s builds, sub-ms queries, 4.7MB binary.
5 starsRust
I built a codebase analysis MCP: Stria
by microbass·Jun 1, 2026·3 points·1 comment
AI Analysis
●●●BangerWizardryShip ItSolve My Problem
Indexes the Linux kernel in 80 seconds without AST parsers, where tree-sitter tools fail.
Strengths
- •Grammar-free phrase extraction eliminates maintenance burden of language-specific tree-sitter grammars.
- •Bundled SQLite and static binary mean zero configuration and easy deployment anywhere.
- •Lazy context expansion saves tokens by loading function bodies only when agents request.
Weaknesses
- •Grammar-free approach may lack semantic precision compared to full AST parsing for refactors.
- •MCP server ecosystem is still nascent, limiting utility outside specific agent frameworks.
Category
Target Audience
Backend developers, AI agent builders, teams with large polyglot repositories
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Sourcegraph Cody · Cursor · Continue
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