Armory
Source

Leaderboard

Scored on public signals; components with none are listed as Unranked · Formula

Component
Allmcp 61,707skill 1,132subagent 724rules 461hook 134workflow 62cli 57identity 38
4 More
eval 37memory 36observability 34infra 26
Domain
Allback-end 23,922ai-agents 13,106other 9,354search 4,535database 2,789front-end 2,201observability 1,987auth 1,508
5 More
devops 1,377browser 1,330comms 1,112payments 1,089github-vcs 929
Vertical
Allfinance 4,779ai-infra 3,606security 3,313productivity 2,190marketing 1,395data-analytics 1,204legal 1,129devtools 1,006
4 More
education 574healthcare 489e-commerce 468gaming 396
Sort
ScoreUsageTestedMentionsStarsName
Highest FirstRows50100250Export

Needs the armory CLI · not on npm yet, build it from cli/ in the repository

79 results · 65,239 in the catalog
RankScoreComponentDescriptionEvidenceLast commitInstall
196.760wiremcp-network-traffic-analysismcp · observabilityEmpowers network analysis with real-time traffic monitoring capabilities through Wireshark's tshark utility, providing tools for packet capture…577 stars · 62 forksNo one-command install · Source
294.454open-edisonmcp · observabilityDeterministic agentic data firewall that secures, monitors, and controls AI agent interactions with data and software via MCP, preventing data leaks.288 stars · 22 forksNo one-command install · Source
393.474pydantic-logfire-opentelemetrymcp · observabilityEnables AI systems to query and analyze OpenTelemetry traces and metrics through Logfire's API, providing tools for finding exceptions, investigating…162 stars · 28 forksNo one-command install · Source
492.989dynatrace-oss-dynatracemcp · observabilityIntegrates with Dynatrace to provide real-time observability data, enabling developers to monitor problems, security vulnerabilities, logs, and…138 stars · 28 forksNo one-command install · Source
592.816lekssays-joernmcp · observabilityProvides static code analysis capabilities using Joern's Code Property Graph technology in Docker environments, automatically detecting programming…163 stars · 19 forksNo one-command install · Source
691.156hyperb1iss-lucidity-mcpmcp · observabilityEnhance AI-generated code quality through intelligent, prompt-based analysis across 10 critical dimensions from complexity to security vulnerabilities90 stars · 23 forksNo one-command install · Source
790.623icloudza-algokillermcp · observabilityARM64 binary trace analysis plugin with 25 tools for cryptographic algorithm detection and execution pattern recovery in mobile security research.77 stars · 25 forksNo one-command install · Source
887.784panthermcp · observabilityIntegrates with Panther Labs' cybersecurity platform to enable security alert triage, data lake querying, detection rule management, and log source…47 stars · 21 forksNo one-command install · Source
985.998pazuzu1w-ubuntu-system-controlmcp · observabilityProvides secure Ubuntu system control with safe file operations, command execution, and system information gathering through configurable security…40 stars · 17 forksNo one-command install · Source
1084.595hexastrike-eventwhispermcp · observabilityProvides access to Windows Event Log files for querying events with time range, event ID, and text filters to enable security investigations, system…49 stars · 7 forksNo one-command install · Source
1184.455brutus-gr-osint-templatemcp · observabilityReal-time OSINT intelligence platform for global security monitoring.72 stars · 4 forksNo one-command install · Source
1281.790deslicer-splunkmcp · observabilityIntegrates with Splunk Enterprise through the Splunk SDK to provide search execution, health monitoring, user management, and alert analysis with…27 stars · 10 forksNo one-command install · Source
1379.113nirholas-repo-intelmcp · observabilityAnalyze repositories of any size with deep code analysis, security scanning, complexity metrics, and AI-powered semantic search.27 stars · 5 forksNo one-command install · Source
1475.980s7-mcp-bridgemcp · observabilityConnects AI agents to Siemens industrial PLCs for automatic monitoring and control of industrial equipment.21 stars · 4 forksNo one-command install · Source
1575.155appcontrollabs-appcontrolmcp · observabilityProvides read-only access to AppControl's Windows desktop monitoring data including CPU, GPU, RAM, disk usage, security events, and binary tracking…43 stars · 1 forkNo one-command install · Source
1674.488jfrog-remote-mcp-servermcp · observabilityConnects AI coding assistants to the JFrog platform, enabling natural-language queries for resource management, artifact discovery, security…15 stars · 6 forksNo one-command install · Source
1767.778vmware-esxi-mcpmcp · observabilityEnables management of VMware ESXi hosts and virtual machines through standardized MCP interfaces, supporting host operations, VM lifecycle, resource…17 stars · 1 forkNo one-command install · Source
1866.258tocharianou-elasticsearchmcp · observabilityIntegrates with Elasticsearch clusters (versions 5.x-9.x) for security-focused threat detection, anomaly analysis, incident investigation, and…8 stars · 5 forksNo one-command install · Source
1966.172trainual-tiptap-collaborationmcp · observabilityIntegrates with Tiptap Collaboration services to manage collaborative documents through CRUD operations, real-time statistics monitoring, content…11 stars · 2 forksNo one-command install · Source
2062.111gabbo01-zeekmcp · observabilityProvides a bridge between Zeek network security monitor and language models for executing PCAP file analysis, log parsing, and converting tabular…7 stars · 3 forksNo one-command install · Source
2160.677querypie-database-access-controlmcp · observabilityProvides a secure interface for monitoring and managing privileged database access, enabling administrators to review logs, detect security anomalies…9 stars · 1 forkNo one-command install · Source
2260.035antonio-mello-ai-pfsensemcp · observabilityManage pfSense firewalls through AI assistants with rules, DHCP, DNS, and monitoring tools.6 stars · 3 forksNo one-command install · Source
2260.035lyuboslavlyubenov-analyze-soliditymcp · observabilityAnalyzes Solidity smart contracts through AST parsing to trace function execution flows, variable interactions, state changes, and external contract…6 stars · 3 forksNo one-command install · Source
2458.969kiranreddi-sentinel-dvmcp · observabilitySecurity-first access to SystemVerilog/UVM/cocotb verification intelligence with 14 specialized tools for test analysis, coverage metrics, assertion…4 stars · 4 forksNo one-command install · Source
2458.969firesh-sslmonmcp · observabilityMonitors SSL certificates and domain registrations with real-time certificate validation and WHOIS lookups to track expiration dates, registrar…4 stars · 4 forksNo one-command install · Source
2658.185gensecai-sonicwallmcp · observabilityIntegrates with SonicWall firewalls to provide natural language log analysis, threat detection, connection searching, and security statistics with…6 stars · 2 forksNo one-command install · Source
2757.245vignaesh01-dataverse-devtoolsmcp · observabilityIntegrates with Microsoft Power Platform Dataverse environments to provide user administration, security role management, entity metadata exploration…7 stars · 1 forkNo one-command install · Source
2849.118behrensd-mcp-firewallmcp · observabilityDeterministic security proxy (iptables for MCP) that intercepts tool calls, enforces YAML policies, scans for secret leakage, and logs everything. No…4 stars · 1 forkNo one-command install · Source
2947.273guardianshieldmcp · observabilityUniversal AI security layer for code scanning, PII detection, prompt injection defense, secret detection, dependency auditing, and audit logging.3 stars · 2 forksNo one-command install · Source
2947.273miguelg719-home-assistantmcp · observabilityIntegrates Home Assistant devices and automation into workflows, enabling control and monitoring of smart home systems like lighting, climate, and…3 stars · 2 forksNo one-command install · Source
3143.498unwindmcp · observabilityA security layer for AI agents that monitors, checks, and records every action, providing a trust light, timeline, rewind, and ghost mode for testing…2 stars · 2 forksNo one-command install · Source
3243.275sandraschi-tailscalemcp · observabilityIntegrates with Tailscale networks to provide device management, traffic monitoring, file transfers via Taildrop, MagicDNS configuration, and security…4 starsNo one-command install · Source
3243.275zw008-vmware-nsx-securitymcp · observabilityVMware NSX security management with DFW policies, security groups, Traceflow, and IDPS tools.4 starsNo one-command install · Source
3243.275rapid7-mcpmcp · observabilityEnables AI assistants to interact with Rapid7 InsightIDR SIEM for investigating incidents, searching logs with LEQL, managing alerts and assets…4 starsNo one-command install · Source
3243.275git-memory-mcp-servermcp · observabilityEnables Git repository operations and real-time monitoring via MCP tools, with support for WebSocket events, authentication, and observability.4 starsNo one-command install · Source
3641.082secure-mcp-grpcmcp · observabilityProvides a secure gRPC transport layer for the Model Context Protocol (MCP) with mutual TLS, token-based authentication, and fine-grained…1 star · 2 forksNo one-command install · Source
3738.412pengcunfu-http-request-testingmcp · observabilityProvides HTTP request testing capabilities with comprehensive method support and specialized raw request tools that preserve payloads for security…3 starsNo one-command install · Source
3832.223code-wheel-drupal-toolsmcp · observabilityDrupal module providing read-only analysis tools for site health monitoring, content management, configuration inspection, user administration, and…2 starsNo one-command install · Source
3832.223gigapipemcp · observabilityIntegrates with Gigapipe's observability platform to query Prometheus metrics with PromQL, search Loki logs with LogQL, and retrieve Tempo traces by…2 starsNo one-command install · Source
4029.013cordonmcp · observabilitySecurity proxy that enforces granular policies and audit logging for AI agent tool access.1 star · 1 forkNo one-command install · Source
4029.013purpleax-fastly-ngwafmcp · observabilityIntegrates with Fastly's Next-Gen Web Application Firewall API to manage security configurations, monitor attack patterns, handle IP lists, configure…1 star · 1 forkNo one-command install · Source
4222.557mcp-debeziummcp · observabilityEnables monitoring and managing Debezium/Kafka Connect CDC connectors, including status, configuration, lifecycle operations, and security controls…1 starNo one-command install · Source
4222.557traceorb-mcpmcp · observabilityEnables MCP clients to query an organization's Traceorb telemetry data through the same GETs the panel uses, using a read key for authentication.1 starNo one-command install · Source
4222.557sigmalineage-mcpmcp · observabilityEnables context-aware EVTX hunting with process lineage tracing and rarity baselining to surface real threats from security logs, transforming raw…1 starNo one-command install · Source
4222.557believe-sa-datadogmcp · observabilityIntegrates with Datadog's monitoring platform to provide access to metrics, logs, and observability data through API authentication for DevOps teams…1 starNo one-command install · Source
4222.557juanisidoro-securecode-mcpmcp · observabilitySecrets vault for Claude Code with audit logs, MCP access rules, and AES-256 encryption. Secrets are injected to local files so the AI never sees raw…1 starNo one-command install · Source
4222.557tommytang2414-n8nmcp · observabilityIntegrates with n8n workflow automation platform for secure workflow management, execution control, and health monitoring with enterprise security…1 starNo one-command install · Source
4814.693domain-insightsmcp · observabilityAnalyze domain infrastructure by performing comprehensive DNS, WHOIS, and security audits. Identify technology stacks, track SSL validity, and verify…768 installsNo commit datelisted No one-command install · Source
49Unrankedfirewall-aiopsmcp · observabilityGoverned OPNsense + pfSense firewall operations — gateway-health, rule-shadow, and blocked-traffic RCA, with guarded rule/alias writes, unbypassable…No signals yetNo one-command install · Source
50Unrankedsecops-mcp-servermcp · observabilityEnterprise MCP server for Google SecOps (Chronicle) SIEM/SOAR, enabling alert triage, UDM telemetry search, YARA-L detection rule management, log…No signals yetNo one-command install · Source
51Unrankedserver-ops-mcpmcp · observabilityEnables AI tools to perform server operations such as log inspection, system monitoring, code management, Nginx and certificate management, with…No signals yetNo one-command install · Source
52Unrankedmcp-platform-frameworkmcp · observabilityA framework for building MCP servers with built-in enterprise capabilities such as authentication, authorization, telemetry, audit logging, and data…No signals yetNo one-command install · Source
53Unrankedmaxion-gatewaymcp · observabilityEnterprise MCP gateway providing unified tools for hardware telemetry/performance benchmarking, zero-trust security auditing, AES-256-GCM encrypted…No signals yetNo one-command install · Source
54Unrankedblast-radius-mcpmcp · observabilityAn AI-powered dependency decision engine that lets agents analyze blast radius, simulate upgrades, trace security attack paths, and visualize…No signals yetNo one-command install · Source
55Unrankedsecops-agent-triagemcp · observabilityEnables AI agents to perform security alert triage by ingesting raw logs, extracting IOCs, querying threat intelligence sources, and generating…No signals yetNo one-command install · Source
56Unrankedagent-chokepointmcp · observabilityA security checkpoint for AI agents that intercepts and polices tool calls with allow/block/ask verdicts, taint tracking, and audit logging.No signals yetNo one-command install · Source
57Unrankedmikrotik-mcp-for-n8nmcp · observabilityEnables n8n AI agents to manage MikroTik routers via SSH/SSE, providing tools for firewall, DNS, DHCP, WireGuard, interfaces, queues, backup, users…No signals yetNo one-command install · Source
58Unrankedfoundry-net-industrialmcp · observabilityCross-OEM industrial machine intelligence. Normalizes telemetry across 16 manufacturer families (Fanuc, Siemens, Haas, DMG Mori, Mazak), enables…No signals yetNo one-command install · Source
59Unrankedzeek-mcpmcp · observabilityAn MCP server for Zeek and Suricata, providing intelligent log parsing, querying, and analysis over network security monitoring data.No signals yetNo one-command install · Source
60Unrankedopnsense-mcpmcp · observabilityEnables interaction with OPNsense firewalls through MCP tools for managing firewall rules, interfaces, DHCP leases, and system monitoring.No signals yetNo one-command install · Source
61Unrankedmcp-guardmcp · observabilityAdds security capabilities like port scanning, TLS inspection, DNS enumeration, process monitoring, secrets scanning, HTTP header auditing, and CVE…No signals yetNo one-command install · Source
62Unrankedserver-admin-mcpmcp · observabilityEnables remote administration of a Debian stage server over SSH, including monitoring, Docker Compose, PostgreSQL, logs, Nginx, firewall, and…No signals yetNo one-command install · Source
63Unrankedfortigate-mcpmcp · observabilityEnables read-only querying and diagnostics of Fortigate firewalls via SSH, providing security analysis, traffic monitoring, and configuration…No signals yetNo one-command install · Source
64Unrankedguarded-whatsapp-mcpmcp · observabilityGoverns and automates WhatsApp messaging for AI agents with security controls like recipient allowlisting, secret scanning, rate limiting, and audit…No signals yetNo one-command install · Source
65Unrankedmcp-streaming-msk-bedrockmcp · observabilityStreams real-time log context from Amazon MSK to a Bedrock AI agent for anomaly detection and root cause analysis. Enables AI-powered monitoring with…No signals yetNo one-command install · Source
66Unrankeddewtech-obsidian-securemcp · observabilitySecurity-hardened Obsidian integration with OWASP Top 10 controls and full audit logging.No signals yetNo one-command install · Source
67Unrankeddobbemcp · observabilityAutomates DevOps workflows like vulnerability resolution, code review, test generation, and DORA metrics through Claude Code slash commands, using a…No signals yetNo one-command install · Source
68Unrankeddatadog-mcpmcp · observabilityEnables AI assistants to query and manage Datadog observability data including metrics, logs, traces, and monitors through natural language. Supports…No signals yetNo one-command install · Source
69Unrankedidig-dnsmcp · observabilityProfessional DNS diagnostics with 14 tools for DNS lookup, DNSSEC validation, email security auditing, SSL checks, and global propagation monitoring.No signals yetNo one-command install · Source
70Unrankedsentinel-mcpmcp · observabilityTurns Claude into an autonomous SOC analyst by ingesting security logs, detecting anomalies with ML, correlating events, mapping to MITRE ATT&CK, and…No signals yetNo one-command install · Source
71Unrankedvc-replan-mcpmcp · observabilityEnables multi-dimensional architecture review of technical solutions with web intelligence and knowledge base auto-sedimentation, acting as a logical…No signals yetNo one-command install · Source
72Unrankedghostintheshell-mcpmcp · observabilityA sandboxed, read-only MCP server that safely exposes system metrics, container diagnostics, and logs to AI agents with intelligent context…No signals yetNo one-command install · Source
73Unrankedemtailabs-xray-visionmcp · observabilityAI-powered codebase analysis with call graphs, security scanning, dead code detection, and complexity metrics.No signals yetNo commit datelisted No one-command install · Source
74Unrankedfuzzy-semantic-audit-mcpmcp · observabilityA high-precision logical vulnerability auditing tool that uses MCP and CodeGraph for automated 0-day discovery and verification in multi-language…No signals yetNo commit datelisted No one-command install · Source
75Unrankedmaxion-mcp-gatewaymcp · observabilityEnterprise MCP gateway suite providing 22 unified tools across hardware telemetry, security auditing, AES-256-GCM encrypted storage, HMAC…No signals yetNo commit datelisted No one-command install · Source
76Unrankedrunrevealmcp · observabilitySecurity log management and threat detection platform with AI-powered investigationsNo signals yetNo commit datelisted No one-command install · Source
77Unrankedstaticapkauditor-mcpmcp · observabilityEnables Android APK security auditing through natural language by decompiling APKs with Apktool and running static analysis heuristics for attack…No signals yetNo commit datelisted No one-command install · Source
78Unrankedsuprawallmcp · observabilityZero-trust runtime security layer for AI agents with policy enforcement, human approval workflows, and audit logging.No signals yetNo commit datelisted No one-command install · Source
79Unrankedvulnebifymcp · observabilityReal-time vulnerability monitoring and threat intelligence for developersNo signals yetNo commit datelisted No one-command install · Source

Score colour shows how many signals stand behind it, never how good it is: amber, three or more; dimmer amber, two; grey, one. The Evidence column names them.

Stars, forks and last commit are as GitHub reported them when Armory last read each repository: for most, or later. A repository may have changed since.

Leaderboard · Armory