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maintenanceLocal-first codebase intelligence engine providing AI coding agents with a typed MCP toolset for understanding and navigating code repositories.
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"Understanding Code Execution" matching MCP servers:
- AlicenseBqualityDmaintenanceMCP server that allows Claude AI to interact directly with MySQL databases, enabling query execution and table information retrieval through natural language.Last updated144MIT
Crude Code MCP Serverofficial
Alicense-qualityBmaintenanceAn oil & gas data-analytics MCP server that enables guarded SQL queries, well valuation, and map rendering within chat apps.Last updated4Apache 2.0- Alicense-qualityBmaintenanceEnables secure, read-only access to Amazon Redshift data warehouses for AI assistants, allowing schema inspection, query execution, and data understanding.Last updated461MIT
- Alicense-qualityDmaintenanceA self-hosted MCP server providing stateful code execution (Python/JavaScript) with SQL query support, file I/O, and artifact management, replacing Azure Code Interpreter.Last updatedMIT
- Alicense-qualityDmaintenanceEnables Claude Code and other MCP clients to interact with Microsoft SQL Server databases through standardized tools for query execution, schema exploration, table management, and stored procedure execution.Last updated1181MIT
- Alicense-qualityBmaintenanceBuilds rich code graphs from TypeScript/NestJS codebases using AST analysis and Neo4j, enabling semantic search, natural language querying, and intelligent graph traversal to provide deep contextual understanding of code relationships and dependencies.Last updated6816MIT
- Alicense-qualityAmaintenanceIndexes codebases into a SQLite database to provide metadata, exports, dependency graphs, and change tracking for JS/TS projects. It enables users to search for symbols, map internal dependencies, and monitor file changes through MCP tools and a web dashboard.Last updated864MIT
- Alicense-qualityBmaintenanceIndexes local Python code into a Neo4j graph database to provide AI assistants with deep code understanding and relationship analysis. Enables querying code structure, dependencies, and impact analysis through natural language interactions.Last updated4,014MIT
- Flicense-qualityDmaintenanceProvides persistent memory capabilities for Claude Code using Neo4j graph database to track development tasks, code patterns, solutions, and their relationships across sessions and projects, enabling contextual assistance and pattern recognition.Last updated11
- Flicense-qualityFmaintenanceEnables local Claude Code to interact with Snowflake, Asana, M365, GitHub, and Hive Mind with automatic response truncation to prevent memory overload.Last updated
- AlicenseAqualityFmaintenanceA bridge server that provides access to an Odoo shell environment, allowing execution of Python code within an Odoo database context for model introspection and database operations.Last updated4MIT
- AlicenseAqualityBmaintenanceMCP server that gives Claude Code and OpenCode direct access to your XAMPP MariaDB/MySQL databases, enabling database listing, table inspection, and read/write query execution.Last updated5MIT
- AlicenseAqualityCmaintenanceA production-oriented MCP server for PostgreSQL that exposes database operations like query execution, schema introspection, and table metadata to MCP clients such as Claude Desktop and VS Code.Last updated6242MIT
- AlicenseAqualityCmaintenanceA Postgres MCP server with index tuning, explain plans, health checks, and safe SQL execution.Last updated9MIT
- AlicenseAqualityDmaintenanceAn MCP server that provides persistent memory for database schemas by storing table structures and metadata in a local SQLite file. It enables LLMs to save, retrieve, and manage database snapshots to maintain a structured understanding of database architectures.Last updated5MIT
- AlicenseAqualityDmaintenanceA Postgres MCP server with index tuning, explain plans, health checks, and safe sql execution.Last updated10MIT
- AlicenseAqualityDmaintenanceA MCP server for Metabase that gives AI assistants direct access to dashboards, cards, and query execution.Last updated331MIT
- AlicenseAqualityDmaintenanceMCP server to connect MySQL DB for read-only queries. It offers accurate query execution.Last updated4111MIT
- AlicenseBqualityCmaintenanceA Model Context Protocol server that enables AI assistants (Cursor, Windsurf, Claude Code) to interact with Microsoft SQL Server databases by providing connectivity through environment-configurable connections.Last updated85598MIT