# Natural language interaction

This project implements natural language interaction with Homebrew, supports core commands such as installation, uninstallation, and query, and can enable specific features through JSON configuration.

The Cloudflare MCP service is a standardized protocol based on the Model Context Protocol (MCP) for managing context interactions between large language models (LLMs) and external systems. This project provides an installer and an MCP server, supporting the management of various resources in a Cloudflare account, such as Workers, KV storage, R2 storage, and D1 databases, through natural language instructions. Users can perform various operations in a Cloudflare account using natural language via MCP clients such as Claude Desktop, VSCode (Cline), and Windsurf.

The Upstash MCP Server is a server based on the Model Context Protocol (MCP) standard that allows users to interact with the Upstash developer API through natural language to manage resources such as Redis databases.

This project creates an OpenAPI MCP proxy server that can convert any API conforming to the OpenAPI v3.1 specification into a Claude tool, supporting the invocation of API endpoints through natural language interaction, including file upload functionality.

The Upstash MCP Server is a server based on the Model Context Protocol (MCP) that allows users to interact with the Upstash developer API through natural language to manage resources such as Redis databases.

A tool for querying AWS cloud spending through the MCP protocol, integrating the Claude model to provide a natural language interaction interface.

Solana-MCP is a full-chain operation platform based on the Solana blockchain. It simplifies users' interaction with the Solana ecosystem through natural language commands, supports functions such as DApp integration, digital asset management, and DeFi operations, and uses LLM technology and smart contracts to achieve efficient and secure on - chain operations.

A Solana wallet intelligent monitoring and trading system based on the MCP protocol, enabling automated operations through natural language interaction with AI.

A server implementing the MCP protocol that allows AI assistants to manage Kafka topics, connectors, and Flink SQL statements on Confluent Cloud through natural language interaction.

MCP - Slicer is an integrated tool that connects 3D Slicer with model clients (such as Claude) through the MCP protocol, supporting direct operation of 3D Slicer for medical image processing and scene control using natural language.

Implementation of the Maya MCP server, an AI assistant tool for controlling Autodesk Maya through natural language

Volatility3 MCP Server is a tool that connects MCP clients with the Volatility3 memory forensics framework. Through a natural language interface, non-experts can also conduct professional memory forensics analysis. It supports functions such as malware detection and process inspection for Windows and Linux memory dumps.

Upstash MCP Server is a service based on the Model Context Protocol (MCP) that allows users to interact with the Upstash developer API through natural language to manage operations such as Redis databases.

Cloudflare MCP Server is a standardized protocol service based on the Model Context Protocol (MCP) for managing context interactions between large - language models (LLMs) and external systems. Through this service, users can use natural language instructions to operate various resources in their Cloudflare accounts, such as Workers, KV storage, R2 storage, and D1 databases.

A service based on the Model Context Protocol (MCP) that provides an interface to ServiceNow, allowing AI agents to access and manipulate ServiceNow data through a secure API and supporting natural language interaction.

The Neon MCP Server is a server based on the Model Context Protocol (MCP) standard, used to connect large language models (such as Claude) with Neon database services and supports operating database projects, branches, table structures, and migrations through natural language.

Neon MCP Server is an open-source tool that allows users to interact with Neon Postgres databases through natural language, simplifying database management tasks such as creating projects, branches, queries, and migrations.

The Neon MCP Server is a server based on the Model Context Protocol (MCP) standard, used to manage the context interaction between large - language models (LLMs) and the Neon database. It supports performing database operations through natural language instructions, such as creating projects, managing branches, running SQL queries, and migrations.

The NiFi MCP project provides a chat interface based on natural language interaction, allowing users to interact with Apache NiFi instances through LLM models, supporting querying, documenting, and operating NiFi components.

MCP-Soccerdata is an open-source MCP server that provides real-time football match data, including schedules, scores, lineups, and other information, through natural language interaction.

Temporal-MCP is a server that connects AI assistants with Temporal workflows. Complex workflows can be triggered and managed through natural language conversations without writing additional code.

The Neon MCP Server is an open - source tool that allows users to interact with the Neon Postgres database through natural language, simplifying database management tasks.

The Fibery MCP Server is an integrated server that connects Fibery with LLM providers supporting the MCP protocol, allowing users to interact with the Fibery workspace through natural language.

The SEO Tools MCP Server is a standardized interface service that connects large language models with multiple SEO APIs (such as DataForSEO) through the Model Context Protocol, enabling natural language interactive SEO data analysis, keyword research, backlink checking, and other functions.

GhidraMCP is a Ghidra plugin that enables AI - assisted binary analysis via the Model Context Protocol (MCP).

The SEO Tools MCP Server is a middleware that provides SEO API services through a standard input - output interface. It supports natural language interaction between LLM models and SEO tools such as DataForSEO, enabling functions such as keyword analysis, ranking checks, and link analysis.

A collection of microservices for natural language interaction with biological databases, including an LLM client, PDB, and ChEMBL database API services.

This project provides interaction functions for MLflow through a natural language interface. It includes server - side and client - side components, supports querying experiments, model registration, and system information, and simplifies MLflow management operations.

SQL Server Agent is a natural language database interaction tool based on Modal Context Protocol (MCP) that allows users to converse with SQL Server databases in natural language. You can query data, execute stored procedures and perform other operations without writing SQL code.

A Solana blockchain data query service based on Cline, providing 21 commonly used RPC methods and supporting the acquisition of on - chain information such as accounts, blocks, and transactions through natural language interaction.