Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 1201 | 71.115 | space-frontiers-searchmcp · back-end | Enables semantic and keyword searches across Space Frontiers' library, telegram, and reddit databases through a FastAPI-based server with flexible… | 11 stars · 6 forks | No one-command install · Source | |
| 1202 | 71.294 | umbra2728-ctfdmcp · search | Integrates with CTFd platforms for cybersecurity competitions, enabling challenge browsing, flag submission, file retrieval, and dynamic container… | 25 stars · 1 fork | No one-command install · Source | |
| 1203 | 71.294 | delegomcp · auth | A policy and audit firewall for agent actions that sits between an agent and a credential broker, ensuring actions are authorized and bound to the… | 25 stars · 1 fork | No one-command install · Source | |
| 1204 | 71.333 | jinning6-noospheremcp · ai-agents | Digital consciousness repository and community MCP server. Upload epiphanies, decisions, warnings, and patterns as consciousness payloads, then… | 18 stars · 2 forks | No one-command install · Source | |
| 1205 | 71.363 | cameronrye-gopher-mcpmcp · back-end | Modern, cross-platform MCP server enabling AI assistants to browse and interact with both Gopher protocol and Gemini protocol resources safely and… | 12 stars · 5 forks | No one-command install · Source | |
| 1206 | 71.394 | django-firebase-mcpmcp · back-end | Enables AI agents to interact with Firebase services including Authentication, Firestore Database, and Cloud Storage through a standardized MCP… | 15 stars · 3 forks | No one-command install · Source | |
| 1207 | 71.394 | jimmyracheta-ai-runtime-guardmcp · ai-agents | Runtime policy enforcement for AI agents - prevents accidental damage to your systems, unauthorized agent access and automates backup-before-write for… | 15 stars · 3 forks | No one-command install · Source | |
| 1208 | 71.394 | securityronin-alayamcp · database | Neuroscience-inspired memory engine for AI agents. Stores episodes, consolidates knowledge through a Bjork-strength lifecycle (strengthening… | 15 stars · 3 forks | armory install securityronin-alaya --cli claude | |
| 1209 | 71.394 | local-supervisor-bridgemcp · ai-agents | Enables ChatGPT web to safely read and modify only explicitly allowed local project files through OpenAI Secure MCP Tunnel, including git operations… | 15 stars · 3 forks | No one-command install · Source | |
| 1210 | 71.394 | creatorrmode-lead-avp-sdkmcp · auth | Trust, identity (W3C DID), and EigenTrust reputation for AI agents. Attestations, disputes, sybil detection, IPFS audit anchoring. | 15 stars · 3 forks | No one-command install · Source | |
| 1211 | 71.437 | timsonner-external-reconmcp · comms | Provides network reconnaissance tools for penetration testers, enabling systematic domain enumeration, IP discovery, email security assessment, and… | 9 stars · 7 forks | No one-command install · Source | |
| 1212 | 71.774 | gemini-firebasemcp · auth | Integrates with Firebase services to enable user management, document operations, and file handling for applications using Firebase Authentication… | 10 stars · 7 forks | No one-command install · Source | |
| 1213 | 71.774 | filipp-trigub-linkedinmcp · auth | Integrates with LinkedIn to enable direct posting of text and media content with customizable visibility settings through OAuth2 authentication and… | 10 stars · 7 forks | No one-command install · Source | |
| 1214 | 71.774 | stackhawk-mcp-servermcp · back-end | A Model Context Protocol (MCP) server for integrating with StackHawk's security scanning platform. Helps developers set up StackHawk, run security… | 10 stars · 7 forks | No one-command install · Source | |
| 1215 | 71.774 | stackhawkmcp · back-end | Dynamic application security testing and API security scanning platform integration | 10 stars · 7 forks | No one-command install · Source | |
| 1216 | 71.774 | takleb3rry-zitadel-mcpmcp · back-end | MCP server for Zitadel identity management — manage users, projects, OIDC apps, roles, and service accounts through natural language. | 10 stars · 7 forks | No one-command install · Source | |
| 1217 | 71.892 | palo-alto-networks-mcp-servermcp · back-end | Enables MCP clients to interact with Palo Alto Networks firewalls and Panorama, providing tools to retrieve address objects, security zones, policies… | 14 stars · 4 forks | No one-command install · Source | |
| 1218 | 71.892 | reddit-rss-mcpmcp · back-end | A dependency-free MCP server that reads Reddit through its RSS feeds, enabling search, browsing subreddits, and reading post comments without any API… | 14 stars · 4 forks | No one-command install · Source | |
| 1219 | 72.056 | rinardnick-terminalmcp · back-end | Provides a secure terminal server for executing whitelisted shell commands with strict resource controls and security boundaries. | 11 stars · 7 forks | No one-command install · Source | |
| 1220 | 72.060 | emmron-gemini-code-analysismcp · back-end | Provides codebase analysis through OpenRouter's API integration, offering code quality assessment, security vulnerability scanning with OWASP Top 10… | 16 stars · 3 forks | No one-command install · Source | |
| 1221 | 72.060 | portaljs-mcp-servermcp · devops | A remote MCP server deployed on Cloudflare Workers without authentication, enabling tools via SSE for use with AI playgrounds and desktop clients. | 16 stars · 3 forks | No one-command install · Source | |
| 1222 | 72.060 | vorotaai-nmapmcp · other | Wraps Nmap for automated security assessments with port scanning, host discovery, service detection, OS fingerprinting, and vulnerability scanning. | 16 stars · 3 forks | No one-command install · Source | |
| 1223 | 72.060 | nmap-mcpmcp · ai-agents | A production-ready MCP server that wraps Nmap to enable AI agents to perform automated network security assessments, including port scanning, host… | 16 stars · 3 forks | No one-command install · Source | |
| 1224 | 72.094 | bunas-fsmcp · back-end | Enables file system access to read local files with optional API key authentication, providing a simple interface for analyzing and working with file… | 12 stars · 6 forks | No one-command install · Source | |
| 1225 | 72.094 | shrtnr-mcp-servermcp · auth | Enables AI assistants to create and manage short URLs via the MCP protocol, with OAuth authentication through Cloudflare Access. | 12 stars · 6 forks | No one-command install · Source | |
| 1226 | 72.565 | cisco-secure-firewall-fmc-mcp-connectormcp · back-end | MCP server that exposes high-level tooling for Cisco Secure Firewall Management Center (FMC), allowing discovery of FMC profiles and searching access… | 7 stars · 8 forks | No one-command install · Source | |
| 1227 | 72.644 | cdmx-authentikmcp · auth | Integrates with Authentik's identity and access management platform to provide user, group, and application management capabilities alongside event… | 17 stars · 3 forks | No one-command install · Source | |
| 1228 | 72.722 | owasp-mcp-servermcp · back-end | A WebSocket-based MCP server for OWASP ZAP security scanning, enabling real-time control and monitoring of security assessments. | 15 stars · 4 forks | No one-command install · Source | |
| 1229 | 72.803 | pete-builds-unifimcp · back-end | MCP server for managing self-hosted UniFi gateways with 41 tools covering VLANs, firewalls, and DHCP. | 21 stars · 2 forks | No one-command install · Source | |
| 1230 | 72.926 | github-security-mcpmcp · ai-agents | An MCP server that enables AI agents to perform comprehensive GitHub security audits across org settings, repositories, Actions workflows, secrets… | 14 stars · 5 forks | No one-command install · Source | |
| 1231 | 73.146 | miniorangedev-wp-code-reviewmcp · database | Validates WordPress PHP and JavaScript code against configurable coding standards and security patterns fetched from web-hosted markdown files… | 5 stars · 9 forks | No one-command install · Source | |
| 1232 | 73.154 | wrenchpilot-it-toolsmcp · back-end | Provides 50+ developer utilities including cryptographic operations, text processing, data format conversion, network calculations, and encoding… | 22 stars · 2 forks | No one-command install · Source | |
| 1233 | 73.154 | ctxdebugmcp · back-end | MCP server that connects WinDbg, IDA Pro, and x64dbg to AI assistants for reverse engineering and Windows security research, offering 160+ tools for… | 22 stars · 2 forks | No one-command install · Source | |
| 1234 | 73.387 | trymonoly-kali-toolkitmcp · auth | Exposes Kali Linux security tools with interactive terminal sessions, code execution, and configurable authentication for penetration testing… | 16 stars · 4 forks | No one-command install · Source | |
| 1235 | 73.387 | django-admin-mcpmcp · back-end | Expose Django admin models to MCP clients for CRUD, admin actions, model introspection, and more via HTTP with token authentication. | 16 stars · 4 forks | No one-command install · Source | |
| 1236 | 73.568 | mattiasw-browserloopmcp · browser | Captures web page screenshots using Playwright with support for full-page, element-specific, and viewport screenshots in PNG, JPEG, and WebP formats… | 23 stars · 2 forks | No one-command install · Source | |
| 1237 | 73.658 | peacprotocol-peacmcp · auth | Privacy-enhanced authentication and credential management protocol. | 14 stars · 6 forks | No one-command install · Source | |
| 1238 | 73.713 | mcp-cve-intelligence-server-litemcp · back-end | Provides unified access to vulnerability data from NVD, MITRE, and GitHub Security Advisories for cybersecurity intelligence. | 19 stars · 3 forks | No one-command install · Source | |
| 1239 | 73.713 | stanleyj03-security-toolsmcp · database | Integrates popular security tools including Nmap, Masscan, SQLMap, FFUF, and MobSF for network scanning, SQL injection testing, web fuzzing, and… | 19 stars · 3 forks | No one-command install · Source | |
| 1240 | 73.756 | hendrickcastro-mcpqlmcp · database | Connects to SQL Server databases through 10 specialized tools for table analysis, stored procedure inspection, data preview with filtering, column… | 15 stars · 5 forks | No one-command install · Source | |
| 1241 | 73.813 | akira-papa-osascriptmcp · other | Enables macOS automation through AppleScript and JavaScript for Automation execution with security filtering that blocks destructive operations while… | 6 stars · 9 forks | No one-command install · Source | |
| 1242 | 73.944 | toolfencemcp · ai-agents | A local, fail-closed firewall for MCP tool calls that enforces least-privilege policies and human approval between AI agents and stdio MCP servers. | 101 stars | No one-command install · Source | |
| 1243 | 74.286 | yyue9527-oracle-sqlmcp · database | Provides a Spring Boot-based interface to Oracle databases for executing SQL queries, listing tables, and describing table structures with built-in… | 14 stars · 7 forks | No one-command install · Source | |
| 1244 | 74.286 | javaprogrammerlb-zoommcp · back-end | Enables AI to create and manage Zoom meetings with customizable settings through server-to-server OAuth authentication with the Zoom API. | 14 stars · 7 forks | No one-command install · Source | |
| 1245 | 74.286 | dave-wind-mysql-explorermcp · database | Provides read-only access to MySQL databases, enabling schema inspection and SELECT query execution with strict security measures to protect… | 14 stars · 7 forks | No one-command install · Source | |
| 1246 | 74.286 | mcp-hangarmcp · back-end | The policy enforcement plane for MCP: deterministic admission and egress policy, attributable audit, and SIEM export for your MCP server fleet… | 14 stars · 7 forks | No one-command install · Source | |
| 1247 | 74.288 | datacenter-cisco-apicmcp · back-end | Integrates with Cisco APIC for managing Application Centric Infrastructure fabrics through REST API operations, enabling managed object retrieval… | 12 stars · 8 forks | No one-command install · Source | |
| 1248 | 74.288 | wincc-v8-mcp-servermcp · back-end | MCP server providing access to Siemens WinCC V8 SCADA systems via REST API, enabling tag management, alarm logging, and archive operations. | 12 stars · 8 forks | No one-command install · Source | |
| 1249 | 74.288 | fortianalyzer-mcp-servermcp · back-end | Enables AI assistants to interact with FortiAnalyzer for log analysis, reporting, security monitoring, and SOC operations via the JSON-RPC API. | 12 stars · 8 forks | No one-command install · Source | |
| 1250 | 74.311 | binaryanalysis-mcpmcp · other | Enables analysis of binary files (PE, ELF, Mach-O, COFF) by providing tools to retrieve info, headers, sections, imports, exports, libraries, security… | 25 stars · 2 forks | No one-command install · Source | |
| 1251 | 74.422 | faostat-mcp-servermcp · back-end | Enables AI assistants to query the full FAOSTAT API for global food and agriculture statistics, allowing natural-language questions about crop… | 16 stars · 5 forks | No one-command install · Source | |
| 1252 | 74.422 | berba-q-faostatmcp · other | UN Food and Agriculture Organization statistics for 245 countries — crops, trade, food security, and emissions via 21 tools. | 16 stars · 5 forks | No one-command install · Source | |
| 1253 | 74.475 | storacha-storagemcp · auth | Provides secure, decentralized file storage with UCAN authentication for document management and persistent data sharing between applications. | 13 stars · 8 forks | No one-command install · Source | |
| 1254 | 74.488 | icloud-calendar-mcp-icloud-calendarmcp · other | Secure iCloud Calendar access via CalDAV with OWASP-aligned security controls. | 15 stars · 6 forks | No one-command install · Source | |
| 1255 | 74.488 | jfrog-remote-mcp-servermcp · observability | Connects AI coding assistants to the JFrog platform, enabling natural-language queries for resource management, artifact discovery, security… | 15 stars · 6 forks | No one-command install · Source | |
| 1256 | 74.488 | jfrog-artifactorymcp · devops | Integrates with JFrog's Artifactory and platform ecosystem to manage binary artifacts, container images, build information, and security scanning… | 15 stars · 6 forks | No one-command install · Source | |
| 1257 | 74.510 | mastyf-aimcp · devops | Perimeter security for your AI Infrastructure. | 18 stars · 4 forks | No one-command install · Source | |
| 1258 | 74.594 | famma-ai-mcp-authmcp · auth | Enables developers to build OAuth-protected MCP servers on Cloudflare Workers with pluggable authentication adapters, allowing user-specific access… | 26 stars · 2 forks | No one-command install · Source | |
| 1259 | 74.779 | postgres-mcp-servermcp · database | Enables AI assistants to manage, monitor, and optimize PostgreSQL databases with over 200 specialized tools for operations, security, performance… | 8 stars · 9 forks | No one-command install · Source | |
| 1260 | 74.783 | sint-ai-sint-protocolmcp · other | Security-first MCP governance proxy (`sint-mcp`) with capability tokens, T0-T3 approval tiers, fail-closed execution, and tamper-evident audit… | 14 stars · 8 forks | No one-command install · Source | |
| 1261 | 75.006 | weirdmachine64-kali-dockermcp · back-end | Provides secure command execution within a containerized Kali Linux environment with background job management, interactsh client integration, and… | 17 stars · 5 forks | No one-command install · Source | |
| 1262 | 75.041 | guardlinkmcp · other | Embeds security annotations directly in source code to maintain living threat models that update with code changes, enforced through CI validation. | 19 stars · 4 forks | No one-command install · Source | |
| 1263 | 75.041 | mcp-sqlite-toolsmcp · database | Provides comprehensive SQLite database operations for LLMs with security features, transaction support, and separation of read-only and destructive… | 19 stars · 4 forks | No one-command install · Source | |
| 1264 | 75.117 | scald-tesla-fleetmcp · auth | Integrates with the Tesla Fleet API to enable vehicle monitoring and control through OAuth 2.0 authentication, allowing for wake-up commands… | 15 stars · 7 forks | No one-command install · Source | |
| 1265 | 75.117 | vuln-nist-mcp-servermcp · back-end | A Model Context Protocol (MCP) server for querying the NIST National Vulnerability Database (NVD) API, enabling search and retrieval of CVE details… | 15 stars · 7 forks | No one-command install · Source | |
| 1266 | 75.117 | haroldfinchift-vuln-nist-mcp-servermcp · back-end | ️ 🍎 🪟 🐧 - A Model Context Protocol (MCP) server for querying NIST National Vulnerability Database (NVD) API endpoints. | 15 stars · 7 forks | No one-command install · Source | |
| 1267 | 75.153 | inspirit941-kakao-talkmcp · auth | Enables sending rich, interactive message templates to Kakao Talk users with OAuth2 authentication for notification workflows, content sharing, and… | 16 stars · 6 forks | No one-command install · Source | |
| 1268 | 75.153 | red-team-mcpmcp · ai-agents | An MCP server for red teaming that enables AI agents to perform port scanning, vulnerability scanning, SSH operations, and Metasploit exploitation… | 16 stars · 6 forks | No one-command install · Source | |
| 1269 | 75.153 | authsec-aiidentity · auth | Use when agent-to-agent calls need mutual authentication and a place to keep the agent's own secrets. | 16 stars · 6 forks | No one-command install · Source | |
| 1270 | 75.153 | mockloopmcp · back-end | Generates fully functional FastAPI mock servers from OpenAPI specifications with Docker support, authentication middleware, request logging, and admin… | 16 stars · 6 forks | No one-command install · Source | |
| 1271 | 75.155 | appcontrollabs-appcontrolmcp · observability | Provides read-only access to AppControl's Windows desktop monitoring data including CPU, GPU, RAM, disk usage, security events, and binary tracking… | 43 stars · 1 fork | No one-command install · Source | |
| 1272 | 75.190 | arjuncodess-storyblokmcp · front-end | Integrates with Storyblok CMS for complete content management including story operations, publishing workflows, version control, asset handling… | 9 stars · 9 forks | No one-command install · Source | |
| 1273 | 75.467 | netsuite-mcp-servermcp · auth | A Model Context Protocol (MCP) server providing access to NetSuite data through OAuth 2.0 with PKCE authentication. Works seamlessly with any… | 20 stars · 4 forks | No one-command install · Source | |
| 1274 | 75.467 | henihaddad-gcpmcp · auth | Integrates with Google Cloud Platform to enable natural language management of cloud resources including compute, storage, networking, and databases… | 20 stars · 4 forks | No one-command install · Source | |
| 1275 | 75.613 | thehivemcp · other | Integrates with TheHive incident response platform to retrieve alerts and cases, promote alerts to cases, and create new cases for automated security… | 15 stars · 8 forks | No one-command install · Source | |
| 1276 | 75.613 | qualys-mcpmcp · other | Enables AI assistants to interact with Qualys security data via 7 workflow tools for vulnerability management, cloud security, containers, compliance… | 15 stars · 8 forks | No one-command install · Source | |
| 1277 | 75.719 | mcp-slim-guardmcp · other | Lightweight MCP security proxy — compression (up to 86%) + SSRF protection + allow/deny + audit + rate limiting + injection detection | 178 stars | No one-command install · Source | |
| 1278 | 75.856 | mattcoatsworth-zoom-apimcp · auth | Integrates with Zoom's API to enable scheduling meetings, managing participants, retrieving recordings, and automating administrative tasks through… | 5 stars · 11 forks | No one-command install · Source | |
| 1279 | 75.980 | s7-mcp-bridgemcp · observability | Connects AI agents to Siemens industrial PLCs for automatic monitoring and control of industrial equipment. | 21 stars · 4 forks | No one-command install · Source | |
| 1280 | 75.980 | reconftw-mcpmcp · other | Enables AI assistants to perform reconnaissance tasks using the reconFTW framework, supporting full, passive, subdomain, vulnerability, and OSINT… | 21 stars · 4 forks | No one-command install · Source | |
| 1281 | 75.980 | delimitmcp · back-end | API governance toolkit with breaking change detection, security audit, persistent task ledger, and multi-model consensus for AI coding assistants. | 21 stars · 4 forks | No one-command install · Source | |
| 1282 | 76.182 | eu-ai-act-compliance-mcp-servermcp · back-end | Provides automated EU AI Act compliance tools, including risk classification, role determination, transparency disclosures, content watermarking… | 32 stars · 2 forks | No one-command install · Source | |
| 1283 | 76.275 | axliupore-code-runnermcp · devops | Executes code snippets in isolated Docker containers with resource limits and security controls for safe testing and debugging across multiple… | 18 stars · 6 forks | No one-command install · Source | |
| 1284 | 76.275 | imjdl-nmap-scannermcp · other | Provides a secure, controlled interface for network administrators and security researchers to perform targeted network reconnaissance and analysis… | 18 stars · 6 forks | No one-command install · Source | |
| 1285 | 76.278 | gbrigandi-cortex-threat-intelligencemcp · comms | Integrates with Cortex threat intelligence services to analyze IP addresses, domains, URLs, and email addresses using security tools like AbuseIPDB… | 16 stars · 8 forks | No one-command install · Source | |
| 1286 | 76.331 | nslookup-iomcp · other | DNS lookups, SSL certificate checks, security scanning, and domain intelligence via nslookup.io. | 22 stars · 4 forks | No one-command install · Source | |
| 1287 | 76.366 | jyjune-mcp-vmsmcp · front-end | A Model Context Protocol (MCP) server designed to connect to a CCTV recording program (VMS) to retrieve recorded and live video streams. It also… | 17 stars · 7 forks | No one-command install · Source | |
| 1288 | 76.446 | superclaude-org-superagentmcp · ai-agents | Orchestrates Codex and Gemini CLI agents with parallel execution across multiple working directories, enabling delegation of complex tasks to 16… | 14 stars · 9 forks | No one-command install · Source | |
| 1289 | 76.502 | cve-mcpmcp · ai-agents | Unifies NVD, EPSS, CISA KEV, GitHub Advisory, and OSV into a single MCP server, enabling AI agents to query vulnerability intelligence… | 20 stars · 5 forks | No one-command install · Source | |
| 1290 | 76.653 | jamiesonio-defectdojomcp · other | Bridges to the DefectDojo vulnerability management system, enabling interaction with security findings, products, and engagements for streamlined… | 15 stars · 9 forks | No one-command install · Source | |
| 1291 | 76.745 | imhex-mcp-integrationmcp · back-end | Enables AI assistants to perform autonomous binary analysis, malware inspection, firmware analysis, and reverse engineering workflows through a… | 23 stars · 4 forks | No one-command install · Source | |
| 1292 | 76.838 | praetorian-mcphammermcp · back-end | Security research framework for evaluating Model Context Protocol server vulnerabilities through prompt injection, data exfiltration, and supply chain… | 35 stars · 2 forks | No one-command install · Source | |
| 1293 | 77.014 | hackbrowser-mcpmcp · browser | Enables AI agents to perform security testing on web applications by controlling a Firefox browser with 39 security tools, including injection testing… | 21 stars · 5 forks | No one-command install · Source | |
| 1294 | 77.040 | yuru-sha-mysqlmcp · database | Integrates with MySQL databases to enable read-only schema inspection and query execution, ensuring data integrity and security for analytical… | 10 stars · 10 forks | No one-command install · Source | |
| 1295 | 77.040 | tangivis-twittermcp · back-end | MCP server for Twitter/X interaction using browser cookie authentication, with 57 tools for tweets, timelines, DMs, communities, and article… | 10 stars · 10 forks | No one-command install · Source | |
| 1296 | 77.286 | jrmc-adonis-mcpmcp · auth | Enables AI clients to interact with AdonisJS applications through tools, resources, and prompts. Integrates authentication and authorization… | 29 stars · 3 forks | No one-command install · Source | |
| 1297 | 77.366 | the-freetech-company-authenticated-cloud-runmcp · back-end | Enables secure hosting on Google Cloud Run with user-based IAM authentication, providing controlled access to custom servers over the internet for… | 22 stars · 5 forks | No one-command install · Source | |
| 1298 | 77.366 | jmstar85-security-infrastructuremcp · search | Integrates with Splunk SIEM, CrowdStrike EDR, and Microsoft MISP to enable cross-platform threat hunting, security event searches, detection… | 22 stars · 5 forks | No one-command install · Source | |
| 1299 | 77.567 | jwaxman19-qlik-mcpmcp · back-end | MCP Server for Qlik Cloud API that enables querying applications, sheets, and extracting data from visualizations with comprehensive authentication… | 12 stars · 10 forks | No one-command install · Source | |
| 1300 | 77.567 | alexgoller-illumiomcp · back-end | Integrates with Illumio's Policy Compute Engine API to enable workload management, label operations, and traffic analysis for zero trust security… | 12 stars · 10 forks | 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.