Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 1 | 22.557 | mcp-semantic-searchmcp · search | Indexes codebases using semantic embeddings for natural language search, enabling developers to find code with queries like 'how does authentication… | 1 star | No one-command install · Source | |
| 2 | 22.557 | envector-mcp-servermcp · search | Enables AI applications to perform homomorphic encryption-based vector search via enVector, allowing secure data retrieval in private networks. | 1 star | No one-command install · Source | |
| 3 | 22.557 | forensic-rag-mcpmcp · search | MCP server providing semantic search over incident response knowledge from 23 authoritative security sources. | 1 star | No one-command install · Source | |
| 4 | 22.557 | mikusnuz-npmmcp · search | Provides npm package management capabilities including publishing, versioning, dependency management, security audits, registry searches, and… | 1 star | No one-command install · Source | |
| 5 | 22.557 | claude-contextmcp · search | Enables Claude to index and retrieve context from codebases using self-hosted Milvus for semantic search, with hardened reliability and security for… | 1 star | No one-command install · Source | |
| 6 | 22.557 | xfeatures-athenaeum-mcpmcp · search | A Model Context Protocol server providing secure, authenticated access to an organization's knowledge layer—exact facts, documents, and semantic… | 1 star | No one-command install · Source | |
| 7 | 22.557 | blackbook-mcpmcp · search | A source-grounded cybersecurity knowledge & research MCP server that provides read-only search, exact citations, and a knowledge graph, designed to… | 1 star | No one-command install · Source | |
| 8 | 32.223 | dabhivijay2478-better-authmcp · search | Integrates with Better Auth documentation through web scraping to provide authentication provider listings, feature details with code examples… | 2 stars | No one-command install · Source | |
| 9 | 32.223 | lastmiao-pathscanmcp · search | Integrates dirsearch directory brute-forcing tool with Firecrawl web crawling services to enable automated discovery of hidden web directories, files… | 2 stars | No one-command install · Source | |
| 10 | 32.223 | wcoppedge-cisa-threat-intelligencemcp · search | Integrates with CISA's Known Exploited Vulnerabilities catalog and NVD data to provide vulnerability searching, threat trend analysis, CVE… | 2 stars | No one-command install · Source | |
| 11 | 32.223 | masx200-webdavmcp · search | Connects to WebDAV-enabled storage systems with authenticated access and bcrypt encryption, providing file and directory operations, glob pattern… | 2 stars | No one-command install · Source | |
| 12 | 32.223 | patrowlintelmcpmcp · search | Exposes PatrowlIntel vulnerability intelligence (CVEs, EPSS, CISA KEV, public exploits, trending attacks) via MCP tools like search_cves, get_cve, and… | 2 stars | No one-command install · Source | |
| 13 | 38.066 | arcknowledge-custom-ragmcp · search | Bridges AI systems to custom knowledge base APIs for retrieval-augmented generation across multiple text and image sources with configurable… | 2 stars · 1 fork | No one-command install · Source | |
| 14 | 38.412 | ciaran-finnegan-cortex-xsiam-sdkmcp · search | Integrates with Cortex XSIAM SDK to provide command execution and semantic search over security automation content. | 3 stars | No one-command install · Source | |
| 15 | 38.412 | symdexmcp · search | Index and search codebases using structured schemas for deep code analysis. Audit specific domains or security-related functions to ensure code… | 3 stars | No one-command install · Source | |
| 16 | 38.412 | pce-memorymcp · search | MCP server for context-aware memory and retrieval with hybrid search, dual-phase memory, and boundary-first security. | 3 stars | No one-command install · Source | |
| 17 | 43.275 | risky-business-aimcp · search | Integrates with GitHub, NIST NVD, and CISA's Known Exploited Vulnerabilities catalog to automate CVE exploitability assessment by searching for… | 4 stars | No one-command install · Source | |
| 18 | 43.275 | 0x-professor-ctftimemcp · search | Integrates with CTFtime.org to retrieve cybersecurity competition data including upcoming events, team rankings, historical results, and event search… | 4 stars | No one-command install · Source | |
| 19 | 43.275 | saisudhir14-linkedin-job-searchmcp · search | Scrapes LinkedIn job listings to provide job search, filtering by location and experience level, company research, and detailed job information… | 4 stars | No one-command install · Source | |
| 20 | 45.714 | titan-storemcp · search | TitanStore provides AI agents with programmatic access to compute credits, API keys, cloud storage, and GPU capacity. Search products, manage cart… | 1,542 installs | No commit datelisted | No one-command install · Source |
| 21 | 49.325 | goenninger-bt-teamcentermcp · search | Integrates with Siemens Teamcenter PLM for search, BOM operations, change management, and workflow automation. | 6 stars | No one-command install · Source | |
| 22 | 49.325 | querit-mcp-servermcp · search | Connects AI assistants to Querit for live web search and clean webpage content retrieval, supporting both anonymous access and bring-your-own-key… | 6 stars | No one-command install · Source | |
| 23 | 50.895 | microsoft-sentinel-data-explorationmcp · search | Enables searching for relevant tables and retrieving data from Microsoft Sentinel's data lake using natural language, supporting security hunting… | 2 stars · 3 forks | No one-command install · Source | |
| 24 | 55.168 | appleinmusic-baidu-searchmcp · search | Integrates with Baidu Search to enable web searches, result retrieval, and information extraction from China's largest search engine, providing access… | 6 stars · 1 fork | No one-command install · Source | |
| 25 | 55.515 | qihoo360-ecs-cloud-storagemcp · search | Provides comprehensive file management and cloud storage operations including upload, download, search, move, rename, delete, directory management… | 5 stars · 2 forks | No one-command install · Source | |
| 26 | 60.677 | npmplus-mcpmcp · search | Enables AI-powered JavaScript package management including search, install, update, remove, and security auditing across npm, yarn, and pnpm. | 9 stars · 1 fork | No one-command install · Source | |
| 27 | 61.362 | vulnersmcp · search | Vulnerability database with CVE search, software auditing, and security bulletin retrieval | 6 stars · 4 forks | No one-command install · Source | |
| 28 | 62.111 | keyfactor-research-commandmcp · search | Integrates with Keyfactor Command PKI platform to enable certificate enrollment, revocation, and search operations while combining Risk Intelligence… | 7 stars · 3 forks | No one-command install · Source | |
| 29 | 64.619 | pinata-ipfsmcp · search | Integrates with Pinata's IPFS storage services for uploading, searching, organizing, and retrieving files on both public and private decentralized… | 6 stars · 5 forks | No one-command install · Source | |
| 30 | 65.543 | xplo8e-hacktricksmcp · search | Search and query HackTricks pentesting documentation with quick lookup and section extraction. | 9 stars · 3 forks | No one-command install · Source | |
| 31 | 66.172 | trxo-ldapmcp · search | Integrates with LDAP directories to enable search, retrieval, and management operations including user provisioning, entry modification, and automated… | 11 stars · 2 forks | No one-command install · Source | |
| 32 | 66.893 | rayss868-web-curlmcp · search | Enables web content retrieval and API interaction with customizable resource blocking, authentication options, and automatic URL/search query… | 10 stars · 3 forks | No one-command install · Source | |
| 33 | 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 | |
| 34 | 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 | |
| 35 | 82.951 | ibrahimsaleem-pentestthinkingmcp · search | Advanced reasoning engine for penetration testing that implements Beam Search and Monte Carlo Tree Search algorithms to systematically analyze… | 38 stars · 7 forks | No one-command install · Source | |
| 36 | 84.750 | gh-artmann-package-registrymcp · search | Search and retrieve package information from npm, Cargo, PyPI, NuGet, and Go registries with security advisory lookups. | 39 stars · 11 forks | No one-command install · Source | |
| 37 | 85.206 | secfathy-apktoolmcp · search | Integrates with Apktool to provide Android APK decompilation, recompilation, manifest analysis, permission extraction, and smali code searching for… | 39 stars · 13 forks | No one-command install · Source | |
| 38 | 85.244 | mcp-wayback-machine-servermcp · search | MCP server and CLI tool for interacting with the Internet Archive's Wayback Machine, supporting full CDX search, snapshot retrieval, screenshot… | 50 stars · 8 forks | No one-command install · Source | |
| 39 | 86.667 | 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 | |
| 40 | 92.334 | jlucaso1-whatsappmcp · search | Connects AI to WhatsApp accounts using TypeScript and Baileys, enabling message history retrieval, contact search, and secure communication through… | 72 stars · 41 forks | No one-command install · Source | |
| 41 | 92.456 | brandon-ghidramcp · search | Integrates with Ghidra's binary analysis capabilities to enable decompiled code retrieval, function analysis, and security assessment of binaries… | 135 stars · 21 forks | No one-command install · Source | |
| 42 | 95.138 | lyonzin-knowledge-ragmcp · search | Local knowledge retrieval system that combines semantic search with keyword-based routing for document analysis across security, development, and… | 265 stars · 38 forks | No one-command install · Source | |
| 43 | 95.410 | unmuktoai-wazuhmcp · search | Integrates with Wazuh security platform to provide real-time security alerts and event data from Elasticsearch indices for security operations and… | 241 stars · 64 forks | No one-command install · Source | |
| 44 | 97.004 | zinja-coder-apktoolmcp · search | Provides a bridge to the APKTool utility for analyzing and modifying Android applications, enabling decoding, editing, searching, rebuilding, and… | 658 stars · 67 forks | No one-command install · Source | |
| 45 | Unranked | everquest-legends-mcpmcp · search | Read-only Model Context Protocol server for EverQuest Legends public sources, enabling wiki search, news retrieval, and media access without… | No signals yet | No one-command install · Source | |
| 46 | Unranked | swiss-electricity-mcpmcp · search | MCP server for Swiss electricity data from three official sources — production mix, consumption forecast, storage-lake fill, consumer price index… | No signals yet | No one-command install · Source | |
| 47 | Unranked | msp-tools-mcpmcp · search | Provides MSP support tools (ticket search, draft response, KB search, update) with a deterministic security guardrail that refuses to draft responses… | No signals yet | No one-command install · Source | |
| 48 | Unranked | pipeworx-io-redditmcp · search | Public Reddit data access for subreddit posts, search, and comment retrieval without authentication. | No signals yet | No one-command install · Source | |
| 49 | Unranked | pipeworx-io-quotablemcp · search | Quote search and retrieval by keyword via the Quotable API, free with no authentication required. | No signals yet | No one-command install · Source | |
| 50 | Unranked | mcp-threatfoxmcp · search | Enables searching for indicators of compromise from ThreatFox by file hash (MD5/SHA1/SHA256) or malware family name. | No signals yet | No one-command install · Source | |
| 51 | Unranked | feast-mcpmcp · search | MCP server that proxies to a Feast feature server, exposing tools for online feature retrieval, vector search, push, and materialization while… | No signals yet | No one-command install · Source | |
| 52 | Unranked | nvd-mcpmcp · search | MCP server for searching NIST's National Vulnerability Database, enabling retrieval of recent CVEs, keyword/CPE/CWE searches, and detailed CVE… | No signals yet | No one-command install · Source | |
| 53 | Unranked | cybersecurity-threat-intelligence-mcpmcp · search | Provides CVE search enriched with EPSS exploit likelihood and CISA KEV status, plus live IP/domain reputation and a real-time threat feed for AI… | No signals yet | No one-command install · Source | |
| 54 | Unranked | fiddler-mcpmcp · search | Analyzes Telerik Fiddler SAZ session archives, enabling AI assistants to inspect, search, and filter HTTP sessions, plus performance and security… | No signals yet | No one-command install · Source | |
| 55 | Unranked | owasp-pentest-guide-knowledge-basemcp · search | Read-only MCP server for precise lookup, search, and versioned retrieval of OWASP testing guides (WSTG, MASTG, ISTG, AITG) with full provenance on… | No signals yet | No one-command install · Source | |
| 56 | Unranked | mesie-career-cybersecuritymcp · search | Enables access to 200 compressed cybersecurity career profiles via tools for listing, searching, and invoking careers, supporting SOC, IR, pentest… | No signals yet | No one-command install · Source | |
| 57 | Unranked | assemblyline-mcpmcp · search | Enables AI clients to submit files, hashes, and URLs for malware analysis, retrieve results, search across AssemblyLine indices, and triage alerts… | No signals yet | No one-command install · Source | |
| 58 | Unranked | vulnerability-registry-mcpmcp · search | Enables security analysts and risk managers to query a legacy CVE registry via natural language, providing tools for searching vulnerabilities… | No signals yet | No one-command install · Source | |
| 59 | Unranked | google-drive-rag-mcpmcp · search | A local MCP server that enables LLMs to securely search and read files within designated Google Drive folders. Supports Google Docs, Google Sheets… | No signals yet | No one-command install · Source | |
| 60 | Unranked | oscp-companionmcp · search | Provides structured pentesting methodology knowledge base with 7 read-only tools for searching techniques, services, and attack paths via MCP. | No signals yet | No one-command install · Source | |
| 61 | Unranked | code-security-skillmcp · search | MCP server providing a searchable security knowledge base for AI coding assistants, enabling retrieval of secure-coding instructions and… | No signals yet | No one-command install · Source | |
| 62 | Unranked | minimal-mcp-web-searchmcp · search | Provides local LLMs with web search and page fetching capabilities via MCP, with a focus on OWASP security best practices. | No signals yet | No one-command install · Source | |
| 63 | Unranked | code-context-mcpmcp · search | Make any LLM a codebase expert instantly. Provides deep code intelligence through semantic search, architecture mapping, security analysis, and smart… | No signals yet | No one-command install · Source | |
| 64 | Unranked | tommyn0225-exa-ai-security-scannermcp · search | Integrates with Exa AI to scan projects for security vulnerabilities through a containerized JSON-RPC service that reads requests from stdin and… | No signals yet | No one-command install · Source | |
| 65 | Unranked | codex-context-enginemcp · search | Indexes a workspace and exposes code-navigation tools to Codex, enabling symbol lookup, reference finding, dependency analysis, and security audit for… | No signals yet | No commit datelisted | No one-command install · Source |
| 66 | Unranked | elasticsearch-observabilitysubagent · search | Our expert AI assistant for debugging code (O11y), optimizing vector search (RAG), and remediating security threats using live Elastic data. | No signals yet | No commit datelisted | armory install elasticsearch-observability --cli claude |
| 67 | Unranked | olyport-cdc-svimcp · search | CDC Social Vulnerability Index data for community resilience assessment. | No signals yet | No commit datelisted | No one-command install · Source |
| 68 | Unranked | rfq-siemens-teamcenter-mcpmcp · search | Enables Phase 1 upload-to-Teamcenter-draft workflow with file validation, extraction, similarity search, BQ drafting, document generation, approval… | No signals yet | No commit datelisted | No one-command install · Source |
| 69 | Unranked | super-rag-mcp-servermcp · search | Enables AI agents to perform offline cybersecurity research and penetration testing by querying a local knowledge base of curated security data, with… | No signals yet | No 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.