Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 101 | 92.2668 | houtini-lmmcp · ai-agents | Provides expert prompt engineering capabilities through LM Studio integration, featuring 35+ specialized functions for code analysis, generation… | 113 stars · 26 forks | No one-command install · Source | |
| 102 | 92.2469 | eliasbiondo-redditmcp · back-end | Browse, search, and read Reddit content without API keys or authentication using the redd scraping library. | 154 stars · 16 forks | No one-command install · Source | |
| 103 | 92.2264 | vectorize-iomcp · database | Bridges Claude with Vectorize.io's vector database services for advanced document retrieval, text extraction, and research capabilities through… | 112 stars · 26 forks | No one-command install · Source | |
| 104 | 92.1892 | dcolley-swaggermcp · back-end | Transforms Swagger/OpenAPI specifications into tools that enable interaction with any documented API through multiple authentication methods and… | 116 stars · 24 forks | No one-command install · Source | |
| 105 | 92.1383 | ibm-imcp · database | Provides direct access to IBM i (AS/400) systems through SQL-based tools and database operations with security validation, connection pooling, and… | 82 stars · 38 forks | No one-command install · Source | |
| 106 | 92.1286 | pentesterflow-offensivesetmcp · back-end | MCP server for generating pentesting conversation datasets to train security-focused language models, with scenario listing and validation tools. | 100 stars · 32 forks | No one-command install · Source | |
| 107 | 91.9685 | howardzhangdqs-wechat-botmcp · auth | Enables AI agents to send and receive WeChat messages through QR code authentication and long-polling message retrieval. | 108 stars · 24 forks | No one-command install · Source | |
| 108 | 91.8212 | purple-ai-mcp-servermcp · back-end | Enables MCP clients to interact with SentinelOne's cybersecurity platform for security analysis, threat investigation, and asset management through… | 95 stars · 30 forks | No one-command install · Source | |
| 109 | 91.6778 | fr0ster-sap-abap-adtmcp · auth | Full CRUD access to SAP ABAP repositories via ADT for on-premise ECC/S4HANA and BTP ABAP Cloud systems with JWT/XSUAA and service-key authentication. | 94 stars · 28 forks | No one-command install · Source | |
| 110 | 91.3990 | naptha-http-oauth-auth0mcp · auth | Provides secure OAuth 2.0 authentication for MCP implementations with flexible token storage and horizontal scalability through Auth0 integration. | 107 stars · 18 forks | No one-command install · Source | |
| 111 | 91.3000 | sonatypemcp · front-end | Component intelligence with versions, security analysis, and Trust Score recommendations | 73 stars · 33 forks | No one-command install · Source | |
| 112 | 91.1562 | hyperb1iss-lucidity-mcpmcp · observability | Enhance AI-generated code quality through intelligent, prompt-based analysis across 10 critical dimensions from complexity to security vulnerabilities | 90 stars · 23 forks | No one-command install · Source | |
| 113 | 91.1050 | gensecai-pfsensemcp · back-end | Integrates with pfSense firewall systems through REST API, XML-RPC, and SSH to enable natural language control of security operations, IP blocking… | 94 stars · 20 forks | No one-command install · Source | |
| 114 | 91.0350 | dreamending-siemens-nxmcp · other | Controls Siemens NX CAD software through 47 tools covering 3D modeling, sketching, assembly, drawing creation, and measurement operations. | 95 stars · 19 forks | No one-command install · Source | |
| 115 | 90.9972 | roadwy-cve-searchmcp · back-end | Integrates with the CVE-CIRCL API to enable searching and retrieving vulnerability information from the Common Vulnerabilities and Exposures database… | 107 stars · 15 forks | No one-command install · Source | |
| 116 | 90.9326 | zacarx-java-sink-tracermcp · database | Analyzes Java applications for security vulnerabilities by tracing data flow through parsed code to identify potential SQL injection, XSS, and other… | 117 stars · 13 forks | No one-command install · Source | |
| 117 | 90.8719 | danishjsheikh-swaggermcp · back-end | Transforms Swagger/OpenAPI specifications into dynamic tools, enabling interaction with any REST API through automatic endpoint discovery, parameter… | 81 stars · 25 forks | No one-command install · Source | |
| 118 | 90.8701 | gongrzhe-terminal-controllermcp · other | Enables secure terminal command execution, directory navigation, and file system operations across Windows and UNIX-based systems, with built-in… | 97 stars · 17 forks | No one-command install · Source | |
| 119 | 90.7764 | tesla0225-createmcp · back-end | Creates and manages dynamic MCP servers on-demand, enabling flexible tool execution and server lifecycle control through a TypeScript-based controller… | 98 stars · 16 forks | No one-command install · Source | |
| 120 | 90.7559 | run-claude-dockercli · devops | A self-contained Docker runner that forwards your current workspace into a safe(r) isolated docker container, where you still have access to your… | 84 stars · 21 forks | No one-command install · Source | |
| 121 | 90.7379 | ccq1-kali-security-toolsmcp · devops | Provides a secure, sandboxed environment for executing Kali Linux security tools including nmap, objdump, and wireshark for vulnerability scanning… | 105 stars · 14 forks | No one-command install · Source | |
| 122 | 90.7366 | mcp-nextjsmcp · front-end | Next.js-based MCP server with OAuth 2.1 authentication, deployable on Vercel, supporting SSE and Streamable HTTP transports for various clients. | 88 stars · 19 forks | No one-command install · Source | |
| 123 | 90.6232 | icloudza-algokillermcp · observability | ARM64 binary trace analysis plugin with 25 tools for cryptographic algorithm detection and execution pattern recovery in mobile security research. | 77 stars · 25 forks | No one-command install · Source | |
| 124 | 90.5984 | agent-security-scanner-mcpmcp · ai-agents | A security scanner for AI coding agents and autonomous assistants that scans code for vulnerabilities, detects hallucinated packages, blocks prompt… | 121 stars · 11 forks | No one-command install · Source | |
| 125 | 90.5792 | ajitpratap0-gosqlxmcp · back-end | 7 SQL tools (validate, format, parse, lint, security scan, metadata extraction, full analysis) over Streamable HTTP. Public remote server at… | 112 stars · 12 forks | No one-command install · Source | |
| 126 | 90.5209 | cupofowls-krogermcp · auth | Integrates with Kroger's grocery shopping API to enable store location management, product search with pricing and aisle information, cart operations… | 70 stars · 29 forks | No one-command install · Source | |
| 127 | 90.4415 | cxxxr-common-lisp-replmcp · back-end | Provides a REPL evaluation tool that executes Common Lisp code safely with read-time evaluation disabled, enabling mathematical calculations, data… | 84 stars · 18 forks | No one-command install · Source | |
| 128 | 90.3915 | pantheon-security-notebooklm-securemcp · other | Security-hardened fork with post-quantum encryption, secrets scanning, and enterprise-grade protections | 81 stars · 19 forks | No one-command install · Source | |
| 129 | 90.3727 | khengyun-notebooklmmcp · auth | Automates Google NotebookLM interactions through browser automation using Selenium, enabling chat message sending, AI response retrieval, notebook… | 85 stars · 17 forks | No one-command install · Source | |
| 130 | 90.3496 | ida-instances-mcpmcp · back-end | Enables MCP clients to drive IDA Pro through a stability-hardened server that hosts multiple headless idalib instances, with per-session isolation… | 112 stars · 11 forks | No one-command install · Source | |
| 131 | 90.3327 | zoomeyemcp · back-end | Integrates with ZoomEye API to enable network asset reconnaissance through specialized search tools, supporting dork queries, IP filtering, and field… | 82 stars · 18 forks | No one-command install · Source | |
| 132 | 90.3030 | xpn-mythicmcp · devops | Integrates with the Mythic Command and Control framework for penetration testing, enabling shell command execution, file operations, and security tool… | 78 stars · 20 forks | No one-command install · Source | |
| 133 | 90.1471 | red-hat-lightspeed-mcpmcp · ai-agentsalso listed as redhatinsights-insights-mcp | A lightweight, self-hosted MCP server that connects LLM-based agents to Red Hat Lightspeed services, enabling natural language querying of read-only… | 24 stars · 38 forks | No one-command install · Source | |
| 135 | 90.0991 | vespo92-opnsensemcp · devops | Provides Infrastructure as Code capabilities for OPNsense firewalls with declarative management of VLANs, firewall rules, DHCP configurations, DNS… | 80 stars · 17 forks | No one-command install · Source | |
| 136 | 90.0397 | groovybugify-aws-securitymcp · devops | Enables security professionals to inspect and analyze AWS infrastructure for security issues through natural language queries about GuardDuty… | 84 stars · 15 forks | No one-command install · Source | |
| 137 | 90.0120 | iceener-spotify-streamablemcp · auth | Integrates with Spotify's Web API through OAuth 2.1 authentication to provide music control and discovery capabilities including searching catalogs… | 79 stars · 17 forks | No one-command install · Source | |
| 138 | 89.9110 | ztxtxwd-open-feishu-mcp-servermcp · auth | A Model Context Protocol (MCP) server with built-in Feishu OAuth authentication, supporting remote connections and providing comprehensive Feishu… | 85 stars · 14 forks | No one-command install · Source | |
| 139 | 89.8692 | gradion-ai-ipyboxmcp · devops | Provides secure Python code execution in Docker containers with stateful IPython kernels, real-time output streaming, file operations, and network… | 73 stars · 19 forks | No one-command install · Source | |
| 140 | 89.8076 | cyanheads-filesystemmcp · other | Provides a secure interface for interacting with local filesystems, enabling file reading, writing, updating, and directory management with robust… | 50 stars · 28 forks | No one-command install · Source | |
| 141 | 89.7341 | slither-mcp-servermcp · back-end | Enables static analysis of Solidity smart contracts using Slither, including contract metadata, function details, inheritance, and security detectors… | 96 stars · 11 forks | No one-command install · Source | |
| 142 | 89.7144 | purodelphi-firebirdmcp · database | Enables secure access to Firebird SQL databases through natural language, supporting table listing, schema descriptions, query execution, and field… | 64 stars · 26 forks | No one-command install · Source | |
| 142 | 89.7144 | wechat-official-accountmcp · auth | Integrates with WeChat Official Account API to enable OAuth authentication, draft article creation, media upload and management, and direct publishing… | 64 stars · 26 forks | No one-command install · Source | |
| 144 | 89.6284 | aynopsmcp · back-endalso listed as gaoharimran29-glitch-cybersecurity-mcp-server | An Open Sourced Model Context Protocol (MCP) Local server that gives Claude real-time cybersecurity reconnaissance capabilities | 23 stars · 35 forks | No one-command install · Source | |
| 146 | 89.3897 | chuprinadaria-fartrunmcp · other | Local code scanner with 29 tools for security vulnerability detection, health analysis, and dead code identification without cloud uploads. | 139 stars · 7 forks | No one-command install · Source | |
| 147 | 89.1664 | yuna0x0-hackmdmcp · back-end | Integrates with HackMD API to enable document creation, reading, updating, and deletion within collaborative markdown environments through… | 67 stars · 17 forks | No one-command install · Source | |
| 148 | 89.0741 | non-dirty-imap-emailmcp · auth | Provides robust email interaction capabilities through IMAP, enabling advanced email retrieval, searching, and management with first-class support for… | 59 stars · 24 forks | No one-command install · Source | |
| 149 | 89.0417 | frida-agentmcp · ai-agents | AI-driven Android dynamic analysis tool wrapping Frida for automated reverse engineering with device management, script injection, method hooking, and… | 69 stars · 15 forks | No one-command install · Source | |
| 150 | 88.9912 | m-sec-org-xbow-ctfmcp · devops | Integrates with XBow CTF platforms and Docker containers to enable participation in cybersecurity challenges through automated vulnerability… | 94 stars · 9 forks | No one-command install · Source | |
| 151 | 88.9724 | infisical-secrets-managementmcp · auth | Provides a secure bridge to the Infisical secrets management platform, enabling operations like creating, updating, and retrieving secrets without… | 61 stars · 20 forks | No one-command install · Source | |
| 152 | 88.9130 | inercia-mcpshellmcp · devops | Provides a secure bridge between language models and operating system commands through a configurable YAML interface with constraint-based security… | 70 stars · 14 forks | No one-command install · Source | |
| 153 | 88.7890 | tailopsmcpmcp · devops | A control plane gateway for managing distributed infrastructure through MCP, enabling centralized SSH, Docker, and HTTP target management with… | 16 stars · 35 forks | No one-command install · Source | |
| 154 | 88.6849 | gebalamariusz-cloud-auditmcp · devops | Open-source AWS security scanner with attack chain detection, breach cost estimation, and copy-paste remediation across 47 checks and 15 AWS resource… | 69 stars · 13 forks | No one-command install · Source | |
| 155 | 88.6368 | arthurpanhku-docsentinelmcp · ai-agents | MCP server for AI agent for cybersecurity: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG knowledge base,Risks… | 86 stars · 9 forks | No one-command install · Source | |
| 156 | 88.6163 | raheesahmed-wordpressmcp · back-end | Integrates with WordPress REST API to provide complete site management including posts, pages, media uploads, user management, comments, categories… | 55 stars · 23 forks | No one-command install · Source | |
| 157 | 88.4750 | sap-notesmcp · auth | Integrates with SAP's knowledge base using certificate authentication and browser automation to search and retrieve SAP Notes and technical articles… | 56 stars · 20 forks | No one-command install · Source | |
| 158 | 88.4657 | shreyaskarnik-huggingfacemcp · auth | Provides direct access to thousands of Hugging Face models and resources with optional authentication, enabling natural language processing and image… | 72 stars · 11 forks | No one-command install · Source | |
| 159 | 88.2294 | gujord-openapimcp · back-end | Automatically generates MCP tools from OpenAPI specifications, enabling direct access to third-party REST APIs with authentication, validation, and… | 69 stars · 11 forks | No one-command install · Source | |
| 160 | 88.1968 | s4dp4nd4-frida-c2mcp · other | Enables dynamic mobile application security testing by running Frida instrumentation directly on rooted Android devices through Termux for real-time… | 63 stars · 13 forks | No one-command install · Source | |
| 161 | 88.0102 | yuhuacheng-tidal-musicmcp · auth | Integrates with TIDAL music streaming service, enabling authentication, playlist management, and personalized music recommendations through natural… | 45 stars · 22 forks | No one-command install · Source | |
| 162 | 88.0026 | frida-game-hackingmcp · ai-agents | Provides Cheat Engine-like game hacking capabilities through Frida dynamic instrumentation for memory scanning, value modification, pattern matching… | 75 stars · 9 forks | No one-command install · Source | |
| 163 | 87.9299 | mxcpmcp · other | Enterprise-grade MCP framework for building production-ready AI tools with data quality, security, audit trails, and comprehensive testing. | 69 stars · 10 forks | No one-command install · Source | |
| 164 | 87.9100 | snyk-studio-mcpmcp · ai-agents | Embeds Snyk's security engines into agentic workflows. Secures AI-generated code in real-time and accelerates the fixing vulnerability backlogs. | 55 stars · 16 forks | No one-command install · Source | |
| 165 | 87.8377 | io-github-26zl-cybersec-toolkitmcp · github-vcs | Enables MCP-capable clients to query the tool registry, check install status, get tool recommendations for CTF or bug-bounty work, and run installed… | 64 stars · 11 forks | No one-command install · Source | |
| 166 | 87.7849 | panthermcp · observability | Integrates with Panther Labs' cybersecurity platform to enable security alert triage, data lake querying, detection rule management, and log source… | 47 stars · 21 forks | No one-command install · Source | |
| 167 | 87.7657 | howardpen9-kimi-codemcp · other | Delegates bulk codebase analysis to Kimi K2.5's 256K context window, enabling architecture reviews, security audits, dependency mapping, and… | 61 stars · 12 forks | No one-command install · Source | |
| 168 | 87.6726 | bintocher-supersetmcp · database | Comprehensive Apache Superset integration with 128+ tools for dashboards, charts, datasets, SQL Lab, security management, and access control… | 56 stars · 14 forks | No one-command install · Source | |
| 169 | 87.5408 | crazyrabbitltc-code-reviewmcp · ai-agents | Enables automated code reviews through multiple LLM providers by analyzing repository structures and evaluating code for security, performance… | 34 stars · 22 forks | No one-command install · Source | |
| 170 | 87.3357 | mcp-sitecore-servermcp · back-end | MCP server for Sitecore that provides tools to interact with Sitecore via GraphQL, Item Service API, and Sitecore PowerShell Extensions, enabling… | 48 stars · 18 forks | No one-command install · Source | |
| 171 | 87.2463 | fortigate-mcp-servermcp · back-end | A production-ready MCP server for managing FortiGate firewalls, enabling AI assistants to manage firewall policies, network objects, routing, and… | 34 stars · 21 forks | No one-command install · Source | |
| 172 | 87.1601 | dtkmn-zapmcp · ai-agents | Exposes OWASP ZAP web security scanning capabilities to AI agents via MCP for guided security assessments. | 64 stars · 9 forks | No one-command install · Source | |
| 173 | 87.1056 | atomicchonk-roadrecon-analyzermcp · other | Exposes Azure AD security data collected by ROADrecon for analyzing tenant security posture, identifying privileged users, evaluating MFA status… | 52 stars · 13 forks | No one-command install · Source | |
| 174 | 87.0725 | algovate-xiaohongshumcp · auth | Integrates with XiaoHongShu (Little Red Book) through browser automation to enable authentication, content discovery, social interaction, and… | 54 stars · 12 forks | No one-command install · Source | |
| 175 | 86.8707 | nissand-whoopmcp · auth | Integrates with WHOOP fitness API to provide access to user profiles, physiological cycles, recovery data, sleep tracking, and workout analysis… | 15 stars · 26 forks | No one-command install · Source | |
| 176 | 86.8086 | 82ch-mcp-dandanmcp · ai-agents | Real-time security framework for MCP servers that detects and blocks malicious AI agent behavior by analyzing tool call patterns and intent across… | 65 stars · 8 forks | No one-command install · Source | |
| 177 | 86.7718 | azure-containerization-assistmcp · devops | AI-powered containerization workflows with Docker builds, security scanning, Kubernetes deployment, and OPA policy enforcement. | 41 stars · 19 forks | No one-command install · Source | |
| 178 | 86.6672 | cyreslab-shodanmcp · search | Provides secure access to Shodan's database of internet-connected devices through host lookups, search functionality, and vulnerability information… | 49 stars · 13 forks | No one-command install · Source | |
| 179 | 86.6478 | webscraping-aimcp · auth | Integrates with Instagram through the private API to provide authentication, profile management, content discovery, and automated engagement actions… | 45 stars · 16 forks | No one-command install · Source | |
| 180 | 86.6219 | eversinc33-triage-pe-file-analysismcp · other | Integrates with multiple security tools to perform static analysis of PE files, extracting critical information like import tables, metadata, strings… | 78 stars · 6 forks | No one-command install · Source | |
| 180 | 86.6219 | fengin-search-engines-proxymcp · back-end | Provides a unified API for accessing multiple search engines including Brave Search, Metaso, and Bocha, handling authentication, rate limiting, and… | 78 stars · 6 forks | No one-command install · Source | |
| 182 | 86.4956 | firstorderai-authenticatormcp · auth | Provides secure access to two-factor authentication codes and passwords stored in the Authenticator App, enabling seamless login assistance across… | 45 stars · 15 forks | No one-command install · Source | |
| 183 | 86.4549 | ktol1-redteam-toolkitmcp · other | Wraps 15+ offensive security tools including gogo, fscan, httpx, nuclei, and Impacket for AI-driven penetration testing, Active Directory attacks, and… | 67 stars · 7 forks | No one-command install · Source | |
| 184 | 86.4513 | rfunix-tengumcp · ai-agents | Orchestrates 80 penetration testing tools from Nmap to Metasploit with built-in safety controls, audit logging, PTES methodology, and autonomous agent… | 57 stars · 9 forks | No one-command install · Source | |
| 185 | 86.3495 | securityronin-docx-mcpmcp · ai-agents | Read and edit Word (.docx) documents with track changes, comments, footnotes, and structural validation. The only MCP server combining w:ins/w:del… | 44 stars · 15 forks | No one-command install · Source | |
| 186 | 86.3160 | hieuttmmo-entraidmcp · back-end | Provides direct access to Microsoft Entra ID resources through the Graph API, enabling IT administrators to manage users, groups, applications, and… | 41 stars · 18 forks | No one-command install · Source | |
| 187 | 86.2179 | react-native-development-guidemcp · front-end | Provides React Native development guidance and codebase analysis tools including component analysis, performance optimization suggestions… | 59 stars · 8 forks | No one-command install · Source | |
| 188 | 86.1215 | carbeneai-talonmcp · ai-agents | Connects Claude Code to a Kali Linux VM via SSH for AI-assisted penetration testing with automated recon and OSCP-style reporting. | 58 stars · 8 forks | No one-command install · Source | |
| 189 | 86.0720 | girste-mcp-cybersec-watchdogmcp · back-end | Comprehensive Linux server security audit with 89 CIS Benchmark controls, NIST 800-53, and PCI-DSS compliance checks. Real-time monitoring with… | 53 stars · 9 forks | No one-command install · Source | |
| 190 | 86.0096 | esx-security-auditmcp · back-end | Integrates with npm-audit-report and npm-registry-fetch to analyze and report potential vulnerabilities in Node.js project dependencies, offering… | 57 stars · 8 forks | No one-command install · Source | |
| 191 | 85.9985 | pazuzu1w-ubuntu-system-controlmcp · observability | Provides secure Ubuntu system control with safe file operations, command execution, and system information gathering through configurable security… | 40 stars · 17 forks | No one-command install · Source | |
| 192 | 85.9202 | kollektiv-document-managementmcp · auth | Enables AI to search and analyze user-uploaded documents through Kollektiv's document management system with secure OAuth authentication and natural… | 61 stars · 7 forks | No one-command install · Source | |
| 193 | 85.9129 | joern-code-analysismcp · other | Integrates with Joern's code analysis capabilities to enable static code analysis, vulnerability identification, and code structure understanding… | 45 stars · 12 forks | No one-command install · Source | |
| 194 | 85.9123 | phialsbasement-nmap-scannermcp · other | Integrates NMAP to enable network scanning, security assessments, and automated penetration testing on Windows systems. | 49 stars · 10 forks | No one-command install · Source | |
| 195 | 85.8264 | fr0gger-mcp-securitymcp · back-end | MCP server for querying the ORKL API. This server provides tools for fetching threat reports, analyzing threat actors, and retrieving intelligence… | 51 stars · 9 forks | No one-command install · Source | |
| 196 | 85.8262 | mcpwnermcp · back-end | Model Context Protocol server for security research automation, integrating multiple security testing tools into LLM-driven workflows for secret… | 55 stars · 8 forks | No one-command install · Source | |
| 197 | 85.8221 | xxxbrian-rquestmcp · back-end | Enables LLMs to make advanced HTTP requests with realistic browser emulation, bypassing anti-bot measures while supporting all HTTP methods… | 48 stars · 10 forks | No one-command install · Source | |
| 198 | 85.8207 | depwiremcp · other | Builds compiler-accurate dependency graphs at the symbol level, enabling impact analysis, architecture health scoring, dead code detection, security… | 60 stars · 7 forks | No one-command install · Source | |
| 199 | 85.7667 | zebbern-kalimcp · back-endalso listed as zebbern-kali-mcp | Provides access to Kali Linux penetration testing tools through a Flask API, enabling reconnaissance, web security testing, Active Directory attacks… | 44 stars · 12 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.