AI/ML●●Solid
An API that catches what your LLM confidently got wrong
Six specialized endpoints including causality graphs for grounding AI outputs.
SlickSolve My Problem
hanwoo
521mo ago
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GitHub Repository
AI bug finder and code analyzer
19 starsJavaScript
An MCP server that fact-checks AI bug diagnoses against AST evidence
by EruditeCoder108·Apr 22, 2026·3 points·1 comment
AI Analysis
●●●BangerBig BrainSolve My Problem
Forces LLMs to debug with AST evidence instead of pattern-matching symptoms.
Strengths
- •Tree-Sitter AST parsing extracts verified structural facts before AI guesses
- •Semantic archive stores past diagnoses so similar bugs get archive hits first
- •Works with Claude Code, Gemini CLI, Cursor, and any MCP-compatible agent
Weaknesses
- •Only 13 stars and BSL1.1 license may limit community contribution
- •JavaScript/TypeScript only—no Python or Rust AST support yet
Category
Target Audience
Developers using AI coding assistants for debugging
Similar To
Cursor · Continue · Sourcegraph Cody
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