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maintenanceEnables AI tools to understand a database, inspect schema, and run safe SELECT queries with SQL guardrails, plus optional codebase reading.
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"Answer Engine Optimization (AEO) Audit Guide" matching MCP servers:
- Alicense-qualityAmaintenanceA provably read-only SQL layer for AI agents (MCP) and weekly reports — over the database behind an ERP (Logo Tiger, Netsis, Mikro). Statement-checking guard, measured against 28 attacks.Last updatedMIT
- Flicense-qualityCmaintenanceGenerates cryptographically secure, compliant UUIDs (v4, v5, v7) to prevent AI-hallucinated identifiers that would cause database collisions.Last updated43
- Flicense-qualityDmaintenanceA comprehensive Model Context Protocol server that analyzes AWS costs and provides optimization recommendations by integrating with services like Cost Explorer, Cost Optimization Hub, and Trusted Advisor.Last updated32
Spica MCP Serverofficial
Alicense-qualityAmaintenanceMCP server that enables AI agents to interact with Spica servers, managing databases, serverless functions, storage, authentication, auditing, debugging, and version control.Last updated11ISC
terrabaseofficial
Alicense-qualityCmaintenanceLLM-assisted, safety-gated Postgres migrations exposed as an MCP server, using a deterministic rule engine over Postgres's own parser AST for safety enforcement, with two-phase approval and append-only audit ledger.Last updatedApache 2.0- AlicenseAqualityBmaintenanceA high-performance Model Context Protocol server for AI integration with Metabase analytics platforms. Features response optimization, robust error handling, and comprehensive data access tools.Last updated622486MIT
- FlicenseAqualityCmaintenanceA read-only MCP server that provides tools to read, list, and inspect secrets from HashiCorp Vault's KV secrets engine (versions 1 and 2) using a Vault token.Last updated5
- AlicenseAqualityDmaintenanceA DataOps-focused MCP server for ClickHouse that provides query optimization advice, pipeline latency analysis, and data quality monitoring, with read-only safety.Last updated8MIT
- AlicenseAqualityAmaintenanceMCP server that lets AI coding agents (Claude Code, Cursor, Cline) audit Supabase projects for security misconfigurations AND apply the fixes — without leaving the agent. Tools: audit_project, list_findings, preview_fix (BEGIN/ROLLBACK safety), apply_fix (with confirmation), apply_all_fixes (transactional bulk). Closes the audit-fix loop entirely in the agent — other Supabase scanners only report.Last updated511MIT
- FlicenseAqualityAmaintenanceNatural language to SQL engine with multi-connector support (PostgreSQL, MySQL, Snowflake, BigQuery, DuckDB), document QA, semantic caching, and self-hosted MCP server.Last updated92
- AlicenseAqualityAmaintenanceSecure MCP server for safe, read-only DB access by AI agents, with SQL guardrails, table allowlists, PII masking, and audit logsLast updated6937MIT
- FlicenseAqualityDmaintenanceA local MCP server for secure database querying from Claude Code, with Apple Keychain credential storage, permission-based access control, and audit logging.Last updated5
- FlicenseAqualityCmaintenanceA Model Context Protocol server that lets LLM clients answer business questions in natural language over a Databricks dataset without writing SQL by hand.Last updated1
- AlicenseAqualityAmaintenanceData-first MCP server for reading and writing spreadsheets (.xlsx, .csv, .ods) - cell-level ops + DuckDB SQL engine.Last updated252MIT
- FlicenseAqualityCmaintenanceEnables secure task CRUD operations on SQLite or MySQL databases with input validation, parameterized queries, audit events, transactions, and signed delete confirmation.Last updated6
3DCityDB MCP Serverofficial
AlicenseAqualityBmaintenanceEnables AI assistants to interact with 3DCityDB v5 through natural language, dynamically resolving object classes, properties, and codelists to answer spatial questions and execute SQL queries on CityGML data.Last updated1410Apache 2.0
ThinAir Dataofficial
AlicenseAqualityCmaintenanceConnect any AI to PostgreSQL, MySQL, or SQL Server — 24 dialect-aware tools for query, schema, optimization, and more.Last updated23151MIT
NetBox MCP Serverofficial
AlicenseAqualityBmaintenanceRead-only MCP server for NetBox that enables LLMs to query NetBox objects (devices, IPAM, etc.) and change logs through natural language, with field filtering for token optimization.Last updated4204Apache 2.0
Semantic D1 MCPofficial
AlicenseAqualityDmaintenanceEnables AI-assisted analysis and optimization of Cloudflare D1 databases through comprehensive schema introspection, relationship mapping, validation, and optimization recommendations. Demonstrates semantic intent patterns with hexagonal architecture for maintainable database development workflows.Last updated41MIT
