"Vector Database" matching MCP servers:

MCP server for managing remote servers via SSH, enabling command execution, file transfer, rsync, tunnels, health checks, backups, and database operations.

MCP server that parses 3GPP .docx specifications into structured sections with full-text search, letting LLMs browse, search, and follow cross-references without a vector database.

Hand a human a rich interactive UI by URL from any MCP client and get structured data back — forms, approvals, surveys, pickers, editable lists. Round-trip human-in-the-loop for agents.

Enables AI agents to perform passive reconnaissance, vulnerability intelligence, DNS analysis, and device search using Shodan's database of internet-connected devices, all from within your IDE.

Enables MCP clients to run real-time domain intelligence lookups over stdio, returning WHOIS/RDAP, DNS records, IP resolution, a 0–100 threat risk score, and an AI-written summary, with batch queries of up to 100 domains. All calls are delegated to a public REST API and metered against the caller's own environment-supplied API key, so no engine code, database, or stored data is required locally.

Enables AI agents to perform full-stack cloud operations across Alibaba Cloud and Tencent Cloud, including server management, project deployment, database queries, file operations, instance lookups, and DNS/CDN management through 26 tools.

Provides access to Shodan's IoT search engine API for device search, host intelligence, exploit database, network scanning, and security analysis through natural language.

A local MCP server for managing WHM and cPanel servers through AI clients, supporting server health, account, DNS, email, database, SSL, bandwidth, disk, cron, and service-management tools across multiple WHM accounts.

MCP server for managing Naver Cloud Platform Government Cloud infrastructure via natural language. Provides ~877 tools across compute, network, database, storage, security, and other services.

Enables AI-powered control and automation for Kamailio SIP servers, including config generation/linting, live JSONRPC operations, and database provisioning via MCP and CLI.

An MCP server that enables AI assistants to manage Cisco Unified Communications Manager (CUCM) via AXL SOAP API, supporting provisioning, configuration, and database queries through natural language.

MCP server that provides access to the PeeringDB peering ecosystem database, enabling AI agents to query peering data through natural language.

MCP server that enables Claude to perform network scans using netscan, supporting discovery, remote access, Windows/AD, web, DNS, database, and network service scanners via natural language commands.