找到适合你的 MCP Server，快速完成接入

A template for deploying MCP servers on Vercel with serverless functions. Includes example tools for rolling dice and getting weather data to demonstrate basic functionality and API integration patterns.

Provides AI coding assistants with persistent memory storage using a local SQLite database. Enables tools to remember project details, notes, and relationships across sessions to maintain context and reduce repetitive explanations.

MCP Memgraph

全面解析MCP MemgraphMCP 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 Memgraph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。

Enables AI assistants to store and retrieve memories with semantic search capabilities using vector embeddings. Provides persistent memory storage with SQLite backend for context retention across conversations.

🧠 High-performance persistent memory system for Model Context Protocol (MCP) powered by libSQL. Features vector search, semantic knowledge storage, and efficient relationship management - perfect for AI agents and knowledge graph applications.

Enables AI assistants to store and retrieve long-term memories using PostgreSQL with vector similarity search. Supports semantic memory operations, tagging, and real-time updates for persistent learning across conversations.

A persistent local vector memory server that allows users to store and search project-specific context using LanceDB and local embeddings. It enables MCP-compliant editors to maintain long-term memory across different projects without requiring external API keys.

Provides persistent memory functionality for AI conversations by creating, managing and querying entities and relationships in a knowledge graph. Features SQLite storage, advanced search capabilities, and Windows auto-start integration for long-term AI memory retention.

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.

MCP mysql server pro

全面解析MCP Mysql ServerMCP 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 Mysql Server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。

MCP Neo4j Memory Server

全面解析Neo4j Knowledge Graph Memory ServerMCP 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，Neo4j Knowledge Graph Memory Server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。