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code insight MCP tools

Production-ready MCP servers that extend AI capabilities through file access, database connections, APIs, and contextual services.

70,425 tools. Last updated 2026-02-07 19:30
  • Retrieve performance insights for applications to identify issues like N+1 queries, memory bloat, and slow queries. Filter by insight type or get all types with configurable limits.
    MIT
  • Authenticate with Sandsiv+ Insight Digger to enable data analysis tools. Provide API URL and JWT token to access business intelligence dashboards and AI-powered insights.
    MIT
  • Extract structural outlines from multiple code files to explore project architecture, trace interface logic, and perform code reviews with Java Spring annotation parsing.
    MIT
  • Create, manipulate, and interpret diagrams, graphs, and visual representations to facilitate insight generation, hypothesis testing, and problem-solving. Supports various visual elements and operations for structured reasoning and decision-making.
  • Automate code reviews for GitHub pull requests using AI and static analysis tools. Fetch PR diffs, analyze code, execute tests, and generate detailed reports with inline comments for improved code quality.
    MIT
  • Extract structural outlines from multiple files to explore project architecture, trace interface logic, and perform code reviews with Java Spring annotation parsing.
    MIT

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