Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 1901 | Unranked | mcp-platform-frameworkmcp · observability | A framework for building MCP servers with built-in enterprise capabilities such as authentication, authorization, telemetry, audit logging, and data… | No signals yet | No one-command install · Source | |
| 1902 | Unranked | pyrus-mcpmcp · auth | Enables authorized employees and AI hosts to perform Pyrus operations over the Model Context Protocol (MCP) with production-grade security and… | No signals yet | No one-command install · Source | |
| 1903 | Unranked | mcpsentrymcp · ai-agents | Security scanner and runtime proxy for MCP servers. Catches tool poisoning, prompt injection, and rug-pull attacks (silent tool description changes)… | No signals yet | No one-command install · Source | |
| 1904 | 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 | |
| 1905 | Unranked | mcp-tool-calling-agentmcp · ai-agents | Enables an LLM to dynamically discover and call tools across multiple MCP servers (file, GitHub, SQL, Python execution) with authentication, rate… | No signals yet | No one-command install · Source | |
| 1906 | Unranked | netmiko-mcpmcp · ai-agents | Provides read-only SSH access to network devices (routers, switches, firewalls) with command allow/deny policies, nt-templates output parsing, and an… | No signals yet | No one-command install · Source | |
| 1907 | Unranked | sentinel-orchestratormcp · ai-agents | An MCP server for domain-agnostic task orchestration, turning objectives into executed workflows with built-in validation, security, and multi-agent… | No signals yet | No one-command install · Source | |
| 1908 | Unranked | mcp-walmart-marketplacemcp · back-end | This MCP server enables interaction with Walmart Marketplace APIs, offering tools for managing items, orders, inventory, prices, promotions, feeds… | No signals yet | No one-command install · Source | |
| 1909 | Unranked | cloudflare-authless-remote-mcp-servermcp · devops | Enables deployment of a stateless remote MCP server on Cloudflare Workers without authentication, allowing users to register custom tools and connect… | No signals yet | No one-command install · Source | |
| 1910 | Unranked | mcp-sei-cbmmcp · back-end | MCP server for integrating and automating the SEI (Sistema Eletrônico de Informações) with direct user/password authentication, enabling process… | No signals yet | No one-command install · Source | |
| 1911 | Unranked | rhacs-mcp-servermcp · back-end | MCP server for the Red Hat Advanced Cluster Security for Kubernetes API, providing LLM access to all 69 API services and 361 endpoints through six… | No signals yet | No one-command install · Source | |
| 1912 | Unranked | priority-rest-api-mcp-servermcp · back-end | An MCP server that exposes Priority ERP's OData operations (query, create, update, delete, batch, attachments, text fields) as 19 tools for AI… | No signals yet | No one-command install · Source | |
| 1913 | Unranked | mcp-secure-server-giulia-aimcp · back-end | Secure MCP server with API-key authentication, bcrypt-hashed keys, and SQLite storage. It protects tools like user listing and secure greetings… | No signals yet | No one-command install · Source | |
| 1914 | Unranked | mcp-crewai-giulia-aimcp · ai-agents | MCP server enabling text-to-SQL on PostgreSQL databases using a CrewAI multi-agent system. It generates and executes read-only SQL queries from… | No signals yet | No one-command install · Source | |
| 1915 | Unranked | agenthost-mcp-servermcp · auth | Agent-first web hosting driven entirely through a remote MCP server, enabling full hosting management via natural language with OAuth or token… | No signals yet | No one-command install · Source | |
| 1916 | Unranked | juno-mcp-servermcp · back-end | Enables AI-powered security investigation and threat analysis by connecting MCP-compatible clients to Uptycs Juno. | No signals yet | No one-command install · Source | |
| 1917 | Unranked | spotify-playlist-mcpmcp · back-end | Local STDIO MCP server for safely curating Spotify playlists with a plan/apply workflow, allowlist-based write protection, and authentication status… | No signals yet | No one-command install · Source | |
| 1918 | Unranked | fortress-mcpmcp · auth | A zero-trust security gateway for AI-agent tool execution, enforcing authentication, authorization, risk classification, and human confirmation before… | No signals yet | No one-command install · Source | |
| 1919 | Unranked | imessage-mcp-2mcp · back-end | Local MCP server for reading macOS Messages history and sending iMessages, with security features like opt-in send tools and recipient allowlists. | No signals yet | No one-command install · Source | |
| 1920 | Unranked | maxion-gatewaymcp · observability | Enterprise MCP gateway providing unified tools for hardware telemetry/performance benchmarking, zero-trust security auditing, AES-256-GCM encrypted… | No signals yet | No one-command install · Source | |
| 1921 | Unranked | raziel-tide-mcpmcp · auth | Provides AI coding agents with deep knowledge of TideCloak authentication, cryptography, and security analysis to integrate Tide auth into… | No signals yet | No one-command install · Source | |
| 1922 | Unranked | gpt-image-2-mcp-servermcp · ai-agents | Enables image generation and editing using OpenAI's GPT Image 2 model within a Claude Desktop Code project workspace, with security boundaries and… | No signals yet | No one-command install · Source | |
| 1923 | Unranked | directadmin-mcp-servermcp · ai-agents | An MCP server that enables AI agents to manage DirectAdmin hosting panels via the Model Context Protocol, covering tasks like SSL certificate… | No signals yet | No one-command install · Source | |
| 1924 | Unranked | cloudledgermcp · devops | Enables natural language queries across AWS multi-account security scan history, including infrastructure configurations, public exposures, and… | No signals yet | No one-command install · Source | |
| 1925 | Unranked | chatgpt-local-coding-agentmcp · ai-agents | Enables ChatGPT web to interact with local Windows/WSL shell and code workspaces via an MCP server, providing file access, shell execution, and… | No signals yet | No one-command install · Source | |
| 1926 | Unranked | agentguard-mcp-2mcp · auth | A protected Model Context Protocol server that gives AI agents distinct machine identities, enforces least-privilege OAuth permissions, applies… | No signals yet | No one-command install · Source | |
| 1927 | Unranked | threatcorrallingmcp · ai-agents | An MCP server that automates vulnerability correlation across security tools like Checkmarx and Tenable, using LLMs to determine reachability, map… | No signals yet | No one-command install · Source | |
| 1928 | Unranked | absolutejs-mcpmcp · back-end | Enables serving a remote Model Context Protocol endpoint by exposing tools, prompts, and resources with customizable authorization and hooks, allowing… | No signals yet | No one-command install · Source | |
| 1929 | Unranked | repository-inspector-mcp-servermcp · github-vcs | Enables AI clients to inspect Git repository changes, run allowlisted validation commands, and generate Markdown review reports via MCP, with… | No signals yet | No one-command install · Source | |
| 1930 | Unranked | easyhunt-aimcp · ai-agents | MCP server for AI-driven VAPT orchestration, enabling agents to plan and execute authorized security scans through a control plane that enforces… | No signals yet | No one-command install · Source | |
| 1931 | Unranked | claude-spx-mcpmcp · devops | Enables deploying a stateless remote MCP server on Cloudflare Workers without authentication, implementing the MCP 2026-07-28 specification and… | No signals yet | No one-command install · Source | |
| 1932 | Unranked | filebrowser-mcpmcp · back-end | MCP server enabling file operations and user management on FileBrowser Quantum via its REST API, with automatic authentication and multi-user support. | No signals yet | No one-command install · Source | |
| 1933 | Unranked | blog-zero-secrets-mcpmcp · ai-agents | Demonstrates deploying an MCP server on AgentCore in standalone or gateway mode, using Cognito public client with PKCE for zero-secret user… | No signals yet | No one-command install · Source | |
| 1934 | Unranked | htmldrop-mcpmcp · back-end | MCP server for publishing HTML or Markdown to a live hosted URL via htmldrop. Provides tools to publish, list, and delete hosted sites, with remote… | No signals yet | No one-command install · Source | |
| 1935 | Unranked | okta-workspace-mcpmcp · auth | A community security-research MCP server providing Browser Session and OIDC authentication for Okta workspaces, enabling read-only exploration of Okta… | No signals yet | No one-command install · Source | |
| 1936 | Unranked | davs-gmail-mcp-servermcp · auth | Enables an LLM to interact with a Gmail account via MCP, supporting email listing, sending, profile access, and PDF resource injection for context… | No signals yet | No one-command install · Source | |
| 1937 | Unranked | red-hat-security-data-api-mcp-servermcp · back-end | Enables querying Red Hat security data including CSAF advisories, CVEs, and OVAL streams through natural language. | No signals yet | No one-command install · Source | |
| 1938 | Unranked | proxmox-aimcp · ai-agents | MCP server that lets an AI agent manage Proxmox VE in natural language, with policy-driven security, read-only mode, two-step confirmations, and audit… | No signals yet | No one-command install · Source | |
| 1939 | Unranked | dmc-mcp-servermcp · database | An MCP server that executes SQL queries on TDSQL-C and TDSQL database instances via Tencent Cloud DMC (Data Management Console), leveraging browser… | No signals yet | No one-command install · Source | |
| 1940 | Unranked | archery-mcp-2famcp · auth | MCP server that adds TOTP two-factor authentication support to Archery MCP, enabling secure login for Archery accounts with 2FA enabled. | No signals yet | No one-command install · Source | |
| 1941 | Unranked | apk-docforgemcp · other | Enables local-first static and optional controlled dynamic analysis of Android APK artifacts, with provenance-aware downloads, Markdown reports, and… | No signals yet | No one-command install · Source | |
| 1942 | Unranked | webroot-mcpmcp · back-end | MCP server for Webroot (OpenText) endpoint security that exposes GSM console APIs for managing sites, endpoints, groups, policies, threats, and DNS… | No signals yet | No one-command install · Source | |
| 1943 | Unranked | aws-authmcp · auth | MCP server for AWS SSO authentication and profile management, enabling AI assistants to check identity, switch profiles, and manage EC2/EKS resources. | No signals yet | No one-command install · Source | |
| 1944 | Unranked | logicmonitor-mcpmcp · back-end | Exposes the LogicMonitor REST API as MCP tools with per-request LMv1 authentication, enabling querying of devices, alerts, reports, and more. | No signals yet | No one-command install · Source | |
| 1945 | Unranked | cisco-iq-mcp-servermcp · back-end | A local MCP server that exposes Cisco IQ's Assets and Assessments REST APIs as read-only MCP tools, enabling AI assistants to query asset inventory… | No signals yet | No one-command install · Source | |
| 1946 | Unranked | ustore-backoffice-mcpmcp · back-end | Enables natural language interaction with the XMPie uStore BackOffice REST API, providing tools to list, search, describe, and execute API endpoints… | No signals yet | No one-command install · Source | |
| 1947 | Unranked | ssh-inspector-mcpmcp · auth | Provides structured read-only SSH/SFTP and AWS operations on a single RHEL host, with path allowlisting, output limits, and IAM-based authorization. | No signals yet | No one-command install · Source | |
| 1948 | Unranked | checkpoint-mcpmcp · back-end | MCP server for Check Point Harmony Endpoint that exposes policy, asset, vulnerability, quarantine, and remediation API methods as MCP tools, with… | No signals yet | No one-command install · Source | |
| 1949 | Unranked | crestronmcp-clientmcp · auth | Enables natural language control of Crestron 4-Series AV systems via MCP tools, connecting Claude to a processor over TCP with TLS authentication. | No signals yet | No one-command install · Source | |
| 1950 | Unranked | mcp-ocimcp · back-end | MCP server for Oracle Cloud Infrastructure (OCI) that exposes Compute, Networking, and Object Storage operations to MCP clients, with support for… | No signals yet | No one-command install · Source | |
| 1951 | Unranked | sophos-central-mcpmcp · back-end | Read-only MCP server for Sophos Central that provides endpoint health, firewall inventory, switch settings, and email quarantine inspection through… | No signals yet | No one-command install · Source | |
| 1952 | Unranked | mcpguard-labmcp · ai-agents | A security research MCP server for testing tool call safety with deterministic policies like allowlists, path boundary enforcement, SSRF prevention… | No signals yet | No one-command install · Source | |
| 1953 | Unranked | blackarch-ai-mcp-servermcp · back-end | Enables red-team and blue-team security workflows on BlackArch Linux by wrapping local tools like nmap, gobuster, nikto, and hydra as MCP tools, with… | No signals yet | No one-command install · Source | |
| 1954 | Unranked | cisco-umbrella-mcpmcp · back-end | MCP server for Cisco Umbrella that enables querying DNS/proxy/firewall/AMP activity reports, roaming computers, app discovery data, and managed… | No signals yet | No one-command install · Source | |
| 1955 | Unranked | oprow-continuummcp · back-end | MCP server that acts as a temporal verification firewall, checking structured assumptions or diffs against immutable version receipts to return… | No signals yet | No one-command install · Source | |
| 1956 | Unranked | jobo-job-search-mcp-servermcp · auth | Enables LLM clients to search Jobo's live job index and fetch detailed job postings, with canonical search and fetch tools for ChatGPT Deep Research… | No signals yet | No one-command install · Source | |
| 1957 | Unranked | hydris-diagnostic-mcpmcp · back-end | A security-hardened, read-only MCP server that authenticates service and user identities, enforces factory-level access grants, and audit-logs every… | No signals yet | No one-command install · Source | |
| 1958 | Unranked | live-preview-mcpmcp · auth | Enables AI assistants to start, manage, and embed live application previews in iframes, with support for multiple frameworks, Docker, tunnels, and… | No signals yet | No one-command install · Source | |
| 1959 | Unranked | esp32-cyd-wi-fi-analyzer-mcpmcp · other | Enables AI assistants to scan and analyze nearby Wi-Fi networks for security vulnerabilities, control an ESP32-CYD device's display and RGB LED, and… | No signals yet | No one-command install · Source | |
| 1960 | Unranked | critic-mcpmcp · back-end | A ruthless, read-only code review MCP server that analyzes code produced by AI coding assistants, catching missing requirements, security… | No signals yet | No one-command install · Source | |
| 1961 | Unranked | wj-mcp-servermcp · auth | Exposes WJ's image generation capabilities as a remote MCP plugin for ChatGPT Work, enabling users to generate images through natural language with… | No signals yet | No one-command install · Source | |
| 1962 | Unranked | gjp-print-mcpmcp · back-end | MCP server for cloud printing that exposes three template style tools (get_print_info, new_style, save_style), enabling vision models to restore print… | No signals yet | No one-command install · Source | |
| 1963 | Unranked | mcp-qa-engineer-sdetmcp · back-end | A specialized MCP server for QA engineering. It provides tools for user story analysis, test strategy, BDD/Gherkin scenarios, contract testing… | No signals yet | No one-command install · Source | |
| 1964 | Unranked | todoai-mcp-servermcp · ai-agents | Enables CRUD management of tasks, workspaces, and notes via a remote MCP server with Supabase authentication and synchronization across Linux… | No signals yet | No one-command install · Source | |
| 1965 | Unranked | vaultmcp · ai-agents | An MCP server that lets Claude Code search Google Drive, read vault notes, and pull Drive files into the vault using rclone authentication. It… | No signals yet | No one-command install · Source | |
| 1966 | Unranked | mcp-server-garminmcp · back-end | MCP server for Garmin Connect that enables users to access and manage their personal health and fitness data, including daily summaries, heart rate… | No signals yet | No one-command install · Source | |
| 1967 | Unranked | world-id-for-chatgptmcp · ai-agents | A remote MCP server that links World ID 4.0 sessions to AI assistants, enabling verified human authentication and tools for claiming Founding Human… | No signals yet | No one-command install · Source | |
| 1968 | Unranked | python-code-validatormcp · other | Validates AI-generated Python: syntax, lint, security scan and deterministic repair. | No signals yet | No one-command install · Source | |
| 1969 | Unranked | juniper-junos-mcpmcp · other | Enables safe interaction with Juniper Junos devices (SRX firewalls) via MCP, providing operational read tools and a configuration change flow with… | No signals yet | No one-command install · Source | |
| 1970 | Unranked | frameforge-chatgpt-integrationmcp · auth | Enables ChatGPT to generate images, videos, and scenes through FrameForge, and open the full FrameForge experience, with secure OAuth-based… | No signals yet | No one-command install · Source | |
| 1971 | Unranked | rapid7-bulk-export-mcpmcp · database | Exports vulnerability and asset data from Rapid7 Command Platform via the Bulk Export API into a local DuckDB database, enabling AI assistants to run… | No signals yet | No one-command install · Source | |
| 1972 | Unranked | bitrix-mcpmcp · auth | MCP server for Bitrix integration, enabling OAuth 2.1 authorization and tool calls to retrieve Bitrix usernames. | No signals yet | No one-command install · Source | |
| 1973 | Unranked | mcp-issue-trackermcp · database | Enables interaction with a local SQLite-backed issue tracker, offering full CRUD operations (search, fetch, summarize, create, comment, close/reopen)… | No signals yet | No one-command install · Source | |
| 1974 | Unranked | qch-hermesmcp · back-end | Self-hosted Gmail gateway MCP server that enables searching and fetching emails from multiple authorized Gmail mailboxes via a single backend… | No signals yet | No one-command install · Source | |
| 1975 | Unranked | python-crawling-mcpmcp · browser | An MCP server for safe web crawling and scraping of public and authenticated sites using Playwright and Crawlee. It provides tools for scraping single… | No signals yet | No one-command install · Source | |
| 1976 | Unranked | mcp-use-scalekit-mcp-authmcp · auth | An MCP server demonstrating OAuth 2.1 authentication with Scalekit, enabling per-user identity in MCP tools through JWT verification. | No signals yet | No one-command install · Source | |
| 1977 | Unranked | agent-secretsmcp · back-end | Encrypted secrets management MCP server for AI agents, enabling secure storage, retrieval, rotation, and auditing of API keys and credentials with… | No signals yet | No one-command install · Source | |
| 1978 | Unranked | fio-bank-mcp-httpmcp · back-end | Provides an HTTP wrapper around the FIO Bank MCP server, enabling secure access to FIO Bank account data over HTTPS for Cursor and Railway via MCP… | No signals yet | No one-command install · Source | |
| 1979 | Unranked | legit-prv-mcpmcp · back-end | MCP server for Legit Security that answers questions about security issues, Actions, inventory, posture, and platform usage across one or multiple… | No signals yet | No one-command install · Source | |
| 1980 | Unranked | houdini-bridge-mcpmcp · comms | Drive SideFX Houdini from an AI chat — a security-first, data-only control surface where the AI authors validated wrangles, never arbitrary code. | No signals yet | No one-command install · Source | |
| 1981 | 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 | |
| 1982 | Unranked | senior-sde-mcp-guardmcp · ai-agents | Enforces AST-based architectural guardrails on AI-generated code, blocking writes that violate maintainability, security, or complexity rules and… | No signals yet | No one-command install · Source | |
| 1983 | Unranked | spip-sql-mcp-servermcp · database | Provides read-only Microsoft SQL Server database access to AI agents with row-level security, enabling SELECT queries, table metadata, and schema… | No signals yet | No one-command install · Source | |
| 1984 | Unranked | blast-radius-mcpmcp · observability | An AI-powered dependency decision engine that lets agents analyze blast radius, simulate upgrades, trace security attack paths, and visualize… | No signals yet | No one-command install · Source | |
| 1985 | Unranked | imon-framer-chat-mcpmcp · auth | Private remote MCP gateway connecting ChatGPT to one configured Framer project. Exposes read, controlled write, and separate publishing tools over… | No signals yet | No one-command install · Source | |
| 1986 | Unranked | apf-ruralmcp · back-end | MCP server to consult the Provisional Rural Operation Authorization (APF) of a producer using CPF, CNPJ, APF number, or CAR. Read-only, hosted… | No signals yet | No one-command install · Source | |
| 1987 | Unranked | shiyui-cosense-mcpmcp · auth | Read-only MCP server for the Cosense project 'shiyui' that provides tools for fetching pages, full-text search, vector search, and related page… | No signals yet | No one-command install · Source | |
| 1988 | Unranked | proof-mcpmcp · back-end | An MCP server that exposes a Proof workspace to MCP clients, enabling tools for reading/writing concepts, managing ideas and projects, running… | No signals yet | No one-command install · Source | |
| 1989 | Unranked | poc-scoutmcp · ai-agents | IoT firmware CVE intelligence and PoC auto-download MCP server for AI agents, enabling vulnerability lookup, EPSS risk ranking, and PoC retrieval by… | No signals yet | No one-command install · Source | |
| 1990 | Unranked | eveaegis-mcpmcp · github-vcs | An AI-native governance control plane for GitHub portfolios that enables inventory sync, provenance analysis, classification, and policy enforcement… | No signals yet | No one-command install · Source | |
| 1991 | Unranked | mcp-blingmcp · back-end | Remote MCP server for Bling API v3, enabling tools to manage products, orders, contacts, and generic API requests via OAuth multi-tenant… | No signals yet | No one-command install · Source | |
| 1992 | Unranked | spark-github-mcpmcp · auth | A GitHub MCP server that provides tools to list user repositories and fetch file contents, with OAuth authentication and Vercel deployment. | No signals yet | No one-command install · Source | |
| 1993 | Unranked | email-mcp-plusmcp · back-end | An MCP server for Microsoft Graph email that uses $filter instead of $search, allowing filtered email searches with sorting. It reuses the existing… | No signals yet | No one-command install · Source | |
| 1994 | Unranked | aidlab-mcpmcp · auth | Connects Aidlab wellness data to AI tools through MCP, providing read-only access to daily summaries, steps, heart rate, HRV, sleep, activities, and… | No signals yet | No one-command install · Source | |
| 1995 | Unranked | seafile-mcpmcp · back-end | An MCP server that connects to Seafile, enabling file management, search, and library operations with per-user token authentication and configurable… | No signals yet | No one-command install · Source | |
| 1996 | Unranked | consent-vaultmcp · ai-agents | An MCP server that provides authorization middleware for AI agents using private data, enabling consent management on Aleo and local private inference… | No signals yet | No one-command install · Source | |
| 1997 | Unranked | codex-supervisormcp · back-end | A local MCP bridge that lets a compatible host start, monitor, steer, interrupt, resume, and approve Codex app-server work while enforcing… | No signals yet | No one-command install · Source | |
| 1998 | Unranked | chungus-kali-mcpmcp · ai-agents | MCP server that gives AI agents direct access to a Kali Linux penetration testing toolkit, with 155 tools for network scanning, exploitation… | No signals yet | No one-command install · Source | |
| 1999 | Unranked | vengtoo-mcp-servermcp · back-end | Enables management of Vengtoo authorization models, including resource types, subjects, roles, policies, and access checks, through MCP-compatible AI… | No signals yet | No one-command install · Source | |
| 2000 | Unranked | oh-mcpstackmcp · ai-agents | A system-level MCP protocol stack for OpenHarmony that provides unified tool discovery, caching, security, and statistics for agents, reducing context… | No signals yet | 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.