Database Management MCP 服务器

ClickHouse

Enables interaction with ClickHouse databases using the MCP protocol.

Backlog Server Cursor

Executes server-side cursor operations for backlog management.

Okta

Connects to Okta data via the Model Context Protocol (MCP) to enable natural language queries from Large Language Models (LLMs).

Paylocity

Connects Paylocity data to large language models and AI clients through a read-only Model Context Protocol (MCP) server, enabling natural language queries.

WooCommerce

Enables large language models to query live WooCommerce data via a simplified Model Context Protocol interface.

Amazon Q Python Servers

Provides sample Python servers for extending AI assistant capabilities via the Model Context Protocol.

PostgreSQL SSH API

Provides secure, compact access to PostgreSQL databases, SSH command execution, and HTTP API interactions for AI agents.

Sample

Provides an AI assistant application integrating FastMCP, MongoDB Atlas, and an LLM endpoint with direct MCP tool calling capabilities.

PostgreSQL

Enables AI assistants to interact with PostgreSQL databases using natural language queries.

ContextHub

Connects data warehouses to AI assistants and agents, enhancing LLM understanding of data structure and business context.

AnyDbApp

Enables AI-powered database operations, file management, and web content scraping via natural language, featuring dynamic schema evolution, semantic search, and Retrieval Augmented Generation (RAG) capabilities with Ollama integration.

Pinecone

Enables programmatic access to Pinecone vector database operations for AI assistants via the Model Context Protocol.

Codebase

Indexes code repositories into PostgreSQL with pgvector for production-grade semantic code search tailored for AI coding assistants.

Pinecone

Manages and queries a Pinecone vector database for similarity search, semantic search, and RAG applications.

JSON

Query and manipulate JSON data using powerful JSONPath expressions.

Semiconductor RAG Search

Enables retrieval-augmented generation for efficient semiconductor component search, leveraging the Model Context Protocol.

Sift

Provides Claude Code with persistent, SQL-powered memory and verified file editing capabilities to overcome session limitations and reduce AI hallucinations.

Pg Aiguide

Enhances AI coding tools with versioned PostgreSQL knowledge and best practices for improved code generation.

Snowflake

Establishes a read-only Model Context Protocol server for querying Snowflake databases, exploring schemas, and securely saving results.

Money

Connect AI assistants to your financial data for personalized management and insights.