"Understanding Requirement Analysis" matching MCP servers:

Provides comprehensive email deliverability and domain registration analysis, evaluating SPF, DKIM, DMARC, DNS records, and expiry to identify issues and suggest fixes.

Enables AI clients to run read-only network diagnostics over a sample multi-site topology, including site health, degraded sites, root-cause analysis, and redundancy gap detection.

Unifies prediction markets, global news events, aviation state, and internet-infrastructure telemetry into a single async MCP server for macro and financial analysis.

Enables AI agents to interact with Charles Proxy for HTTP traffic analysis, supporting incremental harvest, checkpoint timelines, and rich filtering tools.

A modular MCP server for analyzing PCAP files using protocol-specific analysis tools, enabling LLMs to read and analyze network packet captures from local paths or remote URLs.

Enables AI agents to securely access and query Prisma SD-WAN operational data for inventory, health checks, topology analysis, and policy verification through natural language.

Enables local inspection and analysis of Wi-Fi PCAP and PCAPNG files through tools for loading captures, summarizing them, filtering packets, and dissecting packet details.

Provides read-only network engineering analysis by parsing configs and logs to explain config changes, check CIS/PCI compliance, diagnose 802.1X issues, find embedded certificates, infer topology, and assess proposed changes before pushing them.

Connects AI assistants to ServiceNow CMDB via natural language, enabling querying, dependency analysis, health auditing, CI lifecycle management, and configurable inspection.

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.

A Model Context Protocol server providing network diagnostic tools for AI agents, including connectivity testing, batch operations, local network info, and pcap analysis.

An MCP server for network engineering that provides comprehensive tools for BGP analysis, RPKI validation, and DNSSEC-aware DNS queries. It integrates public data sources like RIPE and Cloudflare Radar with local diagnostic tools to give LLMs structured access to real-time and historical network states.

Enables LLM-based assistants to diagnose network problems from PCAP/PCAPNG packet captures, offering tools for capture summaries, TCP conversation analysis, security anomaly detection, and JSON-RPC extraction without requiring Wireshark.

Provides comprehensive tools for real-time DNS queries across 53 record types, global propagation checks, and SSL certificate analysis. It also enables domain security scans for SPF/DKIM/DMARC configurations and HTTP uptime monitoring.

An MCP server for Zeek and Suricata, providing intelligent log parsing, querying, and analysis over network security monitoring data.

An unofficial MCP server that connects AI assistants to Akamai APIs, providing tools for edge diagnostics, debugging, and network analysis.

UniFi semantic-analysis MCP — 54 tools on Site Manager API and Cloud Connector. 8 workflow Prompts (4 fleet-ops + 4 MSP). Read-only.

A comprehensive MCP server for web security reconnaissance, providing tools for passive and active information gathering, DNS analysis, network scanning, and web application analysis.

MCP server for intercepting and mocking HTTP(S) traffic via a Mockttp proxy, with tools for Android emulator setup, traffic inspection, protobuf analysis, and rule-based manipulation.

An MCP server that exposes TShark as tools for AI-assisted network packet analysis, supporting PCAP analysis, live capture, TLS decryption, and telecom/SS7 signaling protocols.

A Model Context Protocol server that enables AI assistants to perform network packet analysis, capture, and security operations on a remote machine via Wireshark/tshark.

Authoritative Verisign registry socket lookup, domain age calculation, and lifecycle analysis for AI agents

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

Exposes Wireshark CLI tools to AI agents through MCP interfaces for network analysis.

A professional-grade network analysis MCP server that integrates Wireshark/TShark, Nmap, and threat intelligence to enable packet capture, network scanning, threat detection, and credential extraction through natural language.

Official MCP server for ZapifyAPI, providing AI agents access to 32 tools across image conversion, text analysis, network diagnostics, developer utilities, and data conversion.

MCP server for network-troubleshooting PCAP analysis via tshark, enabling users to analyze PCAP files, detect anomalies, and troubleshoot network issues.

Enables domain investors, webmasters, and autonomous agents to perform comprehensive domain audits including brand scoring, TLD tier analysis, and DNS connectivity checks, and to generate strategic brand suffixes and industry compound variations for portfolio expansion.

Enables LLMs to perform automated network forensics, threat hunting, and traffic analysis using Wireshark/TShark.

Enables LLMs to capture, analyze, and summarize network traffic using Wireshark CLI tools, supporting live capture, pcap analysis, and LLM-oriented summaries.

A read-only MCP server for the Cisco Meraki Dashboard API that exposes 50 GET endpoints for understanding network topology from organization down to individual devices and ports.

Enables AI agents to query cluster-wide network traffic, investigate API calls, and perform root cause analysis using natural language, with access to decrypted TLS traffic and Kubernetes context.

This server provides comprehensive website diagnostics, allowing AI agents and clients to perform detailed HTTP, DNS, SSL/TLS, security header, SEO, and AI-readiness checks on any public website. It covers a wide range of tools including WHOIS, email checks, and network analysis.

MCP server for Technical SEO DNS record auditing, SOA expiry health checks, SSL/TLS inspection, and HTTP security header analysis. Enables comprehensive security audits and scoring via 10 tools.

Enables management and analysis of AWS security groups, S3 buckets, and VPC connections via MCP.

Enables domain search and availability checks, WHOIS lookups, TLD registration pricing, and TLD requirement queries through MCP tools.

Enables AI agents to run cybersecurity reconnaissance and analysis tools through controlled containerized sandboxes, with input validation, policy allowlists, timeouts, structured JSON output, and immutable audit logging.

Provides comprehensive IP and domain security intelligence, enabling analysis of IP addresses and domains for threat and reputation information.

MCP server for Cisco CUCM operational debugging — 61 tools covering logs, device inventory, performance monitoring, packet capture, call analysis, service control, AXL discovery, certificates, backups, CTI status, and cluster topology.

Enables AI assistants to control Pi-hole DNS filtering, including domain management, query analysis, and system administration, with support for multiple Pi-hole instances and synchronization.