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Provides intelligent memory management capabilities using Qdrant vector database for semantic search and storage. Supports global, learned, and agent-specific memory types with markdown processing and duplicate detection.

A tutorial implementation MCP server that enables analysis of CSV and Parquet files. Allows users to summarize data and query file information through natural language interactions.

Enables AI agents to query and introspect MongoDB databases through find, aggregate, and schema discovery operations. Supports read-only default mode with optional write capabilities and works with any MCP-compatible client via stdio or HTTP transports.

A Model Context Protocol server that allows Large Language Models like Claude to execute SQL queries, explore database schemas, and maintain persistent connections to SQL Server databases.

A MyBatis configuration validation tool that checks for consistency between Java entity fields and database columns across XML maps, annotations, and SQL queries. It provides detailed diagnostic reports and actionable prompts to help developers identify and fix mapping errors and configuration issues.

Enables interaction with MySQL databases (including AWS RDS and cloud instances) through natural language. Supports database connections, query execution, schema inspection, and comprehensive database management operations.

Enables full control database operations on MySQL through natural language commands. Supports querying, data manipulation, table management, backups, and system administration with comprehensive SQL execution capabilities.

Enables interaction with MySQL databases (including AWS RDS and cloud instances) through natural language, supporting query execution, schema inspection, index management, and comprehensive database operations with secure SSL connections.

Enables Claude Desktop to interact with MySQL databases through secure query execution, schema discovery, and multi-database support with configurable read/write permissions and built-in SQL injection protection.

Enables AI assistants to safely query MySQL databases with read-only access by default, supporting table listing, structure inspection, and SQL queries with optional write operation control.

A novel management tool that uses SQLite database to store and manage novel information including chapters, characters, and plot outlines. Provides database operations and SQL query capabilities for writers to organize their creative work through natural language.

Enables LLMs to interact with Obsidian vaults via the Local REST API plugin for comprehensive note management, file operations, and vault navigation. It supports creating and editing notes, executing Obsidian commands, and performing advanced searches using Dataview queries.

MCP Odbc

全面解析MCP OdbcMCP Server的核心功能、安装配置和实用案例。作为顶级Model Context Protocol服务器，MCP Odbc能让AI助手访问实时数据、执行操作，为您提供更智能的工作体验和自动化解决方案。

A read-only, audited, and SQL-guarded Model Context Protocol server for Oracle Database that lets MCP clients query Oracle databases safely with multi-layer security guards.

A read-only MCP server for querying parking management systems using natural language and secure SQL. It enables searching for parking locations, retrieving billing configurations, and understanding database schemas through business context tools.

A system that manages person records through natural Turkish language commands processed by an AI Agent, connecting to an Express+PostgreSQL MCP server for CRUD operations.

A customer and product management MCP server using SQLite. It enables Claude Desktop users to manage client and product data through natural language interactions.

MCP server providing AI assistants access to Polish public registries (KRS, CEIDG) and statistical data (GUS BDL) for querying companies, sole proprietorships, and regional statistics.

A curated collection of Model Context Protocol (MCP) servers for popular SaaS platforms — Stripe, Sentry, Notion, Linear, Datadog, Vercel, PagerDuty, HubSpot, Intercom, Shopify, Google Workspace

Enables AI agents to execute SQL queries and introspect PostgreSQL schemas, tables, and indexes with read-only safety by default. Supports optional write operations and works with Claude, LangChain, and other agents via stdio or HTTP transports.