Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 1301 | 23.374 | mohdhaji87-shodanmcp · back-end | A fully async implementation that exposes the complete Shodan API (REST, Streaming, and Trends) as MCP tools. Use Shodan's internet intelligence tools… | 1 fork | No one-command install · Source | |
| 1301 | 23.374 | nikhil-ganage-airflow-tokenmcp · front-end | Integrates with Apache Airflow through Bearer token authentication to provide DAG operations, task instance management, connection handling, variable… | 1 fork | No one-command install · Source | |
| 1301 | 23.374 | pbandreddy-loadrunner-cloudmcp · auth | Integrates with LoadRunner Cloud's performance testing platform to manage load tests, analyze performance data, and monitor test executions with OAuth… | 1 fork | No one-command install · Source | |
| 1301 | 23.374 | kailashappdev-graphql-toolkitmcp · back-end | Enables LLMs to interact with GraphQL APIs through schema introspection and query execution, with security measures like disabled mutations and… | 1 fork | No one-command install · Source | |
| 1301 | 23.374 | windows365-cloud-pcmcp · back-end | Integrates with Windows 365 Cloud PC Management API to enable listing and managing cloud PCs in a tenant environment through Microsoft Graph… | 1 fork | No one-command install · Source | |
| 1301 | 23.374 | albiemark-dropboxmcp · auth | Integrates with Dropbox's API to enable secure file operations including uploading, downloading, listing, searching, and deleting with recycle bin… | 1 fork | No one-command install · Source | |
| 1301 | 23.374 | dennismartis-sqlmcp · database | Provides a bridge to Microsoft SQL Server databases for executing queries, exploring schemas, and managing data through natural language interaction… | 1 fork | No one-command install · Source | |
| 1301 | 23.374 | usegrantmcp · back-end | Integrates with the UseGrant API to enable secure authentication, resource management, and structured access control for provider, client, and tenant… | 1 fork | No one-command install · Source | |
| 1301 | 23.374 | melbourneandrew-docs2promptmcp · ai-agents | Converts documentation from GitHub repositories or websites into LLM-friendly prompts through tools for fetching from repos and URLs with GitHub… | 1 fork | No one-command install · Source | |
| 1301 | 23.374 | gabriel-paulos-twiliomcp · comms | Integrates with Twilio to enable sending SMS messages and retrieving message logs through a FastMCP framework with phone validation and… | 1 fork | No one-command install · Source | |
| 1301 | 23.374 | sujianqingfeng-apifoxmcp · back-end | Integrates with Apifox to provide access to API documentation, enabling developers to extract project details and fetch API information using… | 1 fork | No one-command install · Source | |
| 1301 | 23.374 | khandelwaltushar-national-weather-servicemcp · back-end | Integrates with the National Weather Service API to provide current weather data and alerts for US locations without requiring authentication. | 1 fork | No one-command install · Source | |
| 1301 | 23.374 | rmcendarfer2017-image-generation-replicatemcp · back-end | Integrates with Replicate's API to generate images using Stable Diffusion XL, providing endpoints for creating and checking image generation… | 1 fork | No one-command install · Source | |
| 1301 | 23.374 | andrew-beniash-command-security-layermcp · devops | Implements a robust security layer for command processing, utilizing multi-step verification and auditing to enable high-security use cases like… | 1 fork | No one-command install · Source | |
| 1315 | 22.557 | kali-mcpmcp · devops | Enables AI assistants to run Kali Linux security tools in an isolated Docker container for tasks like network scanning, port checking, and service… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | mcpsentinelmcp · back-end | Security scanner for MCP servers that detects tool poisoning, shadowing, and other risks via static rules and semantic analysis. Exposes the… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | mcp-debeziummcp · observability | Enables monitoring and managing Debezium/Kafka Connect CDC connectors, including status, configuration, lifecycle operations, and security controls… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | paybond-mcpmcp · ai-agents | Tenant-bound MCP server for agent spend authorization, policy guardrails, evidence, escrow settlement, and portable receipts. Works with Cursor and… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | morrow-desk-mcp-servermcp · back-end | Enables operators to manage support desk operations, including case queues, customer relationships, and communications, through an agent-first MCP… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | bch1212-queryshieldmcp · database | Secure SQL proxy for AI agents with natural language to SQL translation, AST safety checks, per-agent row-level security, and audit logging. | 1 star | No one-command install · Source | |
| 1315 | 22.557 | scopeguard-mcpmcp · auth | Enables policy-first defensive security operations for MCP, providing repository and web-security analysis with controlled authorization, scoped… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | reefmcp · ai-agents | reef is a hosted remote MCP server that gives a group shared, long-term assistant memory: a private cove per person plus shared coves for a household… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | google-maps-reviews-mcpmcp · auth | Enables fetching Google Maps reviews and place info without authentication by using a mobile user-agent with Playwright. | 1 star | No one-command install · Source | |
| 1315 | 22.557 | ileti-merkezi-mcpmcp · back-end | MCP server for Ileti Merkezi SMS API (Turkey). Enables sending SMS, bulk SMS, checking delivery reports, and managing contacts and blacklists via API… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | nessus-mcp-servermcp · back-end | Enables natural language interaction with Tenable Nessus for vulnerability scans, policy management, and report generation. | 1 star | No one-command install · Source | |
| 1315 | 22.557 | io-github-matthewtracy-yagamimcp · ai-agents | Open-source AI context firewall for governed model, retrieval, memory, and tool access. It enables OpenAI SDK applications to adopt governed access… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | inventory-mcp-servermcp · auth | An MCP server for inventory management (list, add, delete, comment on items) that demonstrates Auth0 for MCP capabilities including JWT bearer auth… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | se7e-mcp-servermcp · back-end | MCP server that enables an AI to query the Se7e ERP via the plug-server API, supporting authentication and catalog reconciliation. | 1 star | No one-command install · Source | |
| 1315 | 22.557 | agent-ebpf-mcpmcp · database | Enables AI agents to inspect and manage Linux kernel-level eBPF security policies, including real-time status monitoring, policy retrieval, dynamic… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | turva-mcpmcp · ai-agents | Public read-only MCP server for turva.dev's agent-readiness audit, enabling AI agents to query service catalog, security evidence, and engagement… | 1 star | No one-command install · Source | |
| 1315 | 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 | |
| 1315 | 22.557 | bitatlasmcp · ai-agents | Zero-knowledge encrypted cloud storage for AI agents with client-side AES-256-GCM encryption. | 1 star | No one-command install · Source | |
| 1315 | 22.557 | foldmcp · back-end | Enterprise MCP gateway that unifies multiple MCP servers behind one governed endpoint, providing federation, authentication, policy enforcement… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | saihm-mcp-server-promcp · ai-agents | Non-custodial memory MCP server with client-side encryption, enabling secure remember, recall, forget, and share operations with post-quantum… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | gen0sec-waf-rule-mcp-servermcp · back-end | Enables an LLM to author, validate, and test Wirefilter WAF and Smart Firewall rules using live schema and real CVE exploit templates. | 1 star | No one-command install · Source | |
| 1315 | 22.557 | spliit-mcp-for-cloudflare-workersmcp · back-end | An unofficial, security-focused MCP server for Spliit that runs on Cloudflare Workers. It enables remote management of multiple Spliit groups… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | nokto-agent-orchestrator-mcp-servermcp · ai-agents | Orchestrates Claude Code and OpenAI Codex to plan, implement, review, and verify code changes via pull requests with security controls. | 1 star | No one-command install · Source | |
| 1315 | 22.557 | agentic-sdlc-mcpmcp · ai-agents | Enables AI coding agents to orchestrate the full software development lifecycle on GitHub, including planning, issue creation, code review, security… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | cqnce-mcp-servermcp · back-end | Exposes cQnce human-in-the-loop authorization as MCP tools, letting AI agents request and await human approval for risky actions. Includes request… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | decludemcp · ai-agents | MCP server that translates AI-assistant-style text into plain English via the Declaude service, supporting authentication and quota management. | 1 star | No one-command install · Source | |
| 1315 | 22.557 | frontal-mcp-servermcp · github-vcs | Enables management of GitHub workflows, issue templates, and repository configuration for the Frontal MCP Server project through CI/CD pipelines and… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | attack-surface-mcp-servermcp · back-end | Passive external attack-surface mapping server that discovers subdomains, DNS records, TLS posture, HTTP headers, and registration data via public… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | vcf-mcpmcp · ai-agents | An MCP server that gives LLM agents full API access to a VMware Cloud Foundation 9.1 estate, exposing 8,931 operations through eight tools with… | 1 star | No one-command install · Source | |
| 1315 | 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 | |
| 1315 | 22.557 | local-code-agentmcp · ai-agents | Enables external AI (ChatGPT, Claude) to securely access a local workspace via Cloudflare Tunnel, providing file operations, shell commands, Git… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | expertvagabond-guardrailsmcp · ai-agentsalso listed as guardrails-mcp-server | Security guardrails layer for AI agent actions with policy enforcement. | 1 star | No one-command install · Source | |
| 1315 | 22.557 | mcp-tool-security-inspectormcp · other | Performs explainable, deterministic static analysis of MCP tool metadata to detect misleading instructions, concealed capabilities, and schema drift… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | forensics-mcp-servermcp · ai-agents | Enables AI agents to perform digital forensics and incident response tasks by dynamically discovering and utilizing host tools for memory analysis… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | ncloud-gov-mcp-servermcp · back-end | MCP server for managing Naver Cloud Platform Government Cloud infrastructure via natural language. Provides ~877 tools across compute, network… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | mcp-human-approval-gatewaymcp · auth | A public-safe research prototype for controlling AI-agent tool actions with deterministic policy, risk-based human approval, time-bound authorization… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | lidl-mcpmcp · back-end | Self-hosted MCP server for Lidl Plus (NL + DE) that reads receipts and manages coupons via the lidl-plus library, using refresh tokens for… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | bee-by-heossimcp · ai-agents | Bee by HEOSSI is a governed MCP server exposing 14 tools for specialist intelligence, code, security, research, provenance, usage, tenant-scoped… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | myuplink-mcp-servermcp · auth | Connects MCP clients (e.g., Claude) to your NIBE myUplink heat-pump account for reading sensors and controlling settings via OAuth2 authentication. | 1 star | No one-command install · Source | |
| 1315 | 22.557 | jelly-memo-local-mcp-servermcp · back-end | A local MCP server that enables AI tools to find and propose changes to Jelly Memo notes, running only on 127.0.0.1:8765 with optional pairing token… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | mcp-stackexchangemcp · back-end | Wraps the StackExchange API v2.3 to enable reading StackExchange data (questions, answers, etc.) without authentication. Allows AI agents to query… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | mcp-gitlab-publicmcp · back-end | Wraps GitLab's public REST API v4 to allow AI agents to interact with GitLab public data without authentication. | 1 star | No one-command install · Source | |
| 1315 | 22.557 | dns-mcpmcp · commsalso listed as mclose-dns-security | Real-time DNS security analysis for AI assistants via MCP. Enables DNSSEC chain validation, email authentication posture, and registration… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | toriimcp · auth | Torii is an OAuth 2.1 authorization server and gateway for MCP servers, providing tool-level RBAC, audit trail, and credential management. It enables… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | runewardmcp · browser | Governed execution cells for AI agents via MCP; provides shell, code, file, and browser tools inside isolated, policy-enforced Citadels with… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | traceorb-mcpmcp · observability | Enables MCP clients to query an organization's Traceorb telemetry data through the same GETs the panel uses, using a read key for authentication. | 1 star | No one-command install · Source | |
| 1315 | 22.557 | snapbackmcp · back-end | Analyzes code changes for security vulnerabilities, dangerous APIs, dependency issues, and configuration problems using multiple analysis plugins with… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | gsheets-mcpmcp · back-end | A local MCP server that lets Claude read and write Google Sheets through the Google Sheets API v4, using OAuth2 authentication with your own Google… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | yeepforgemcp · ai-agents | Enables LLM hosts like Claude Code, Cursor, or Claude Desktop to drive YeepForge's 28 web penetration testing tools (recon, crawling, SQLi/XSS… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | mcp-proofmcp · back-end | Audits any MCP server (stdio or Streamable HTTP, legacy or modern era) with wire-level conformance, security, and behavior-regression checks… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | qa-mcp-learning-labmcp · browser | Showcases principal-level QA architecture using MCP tools and Playwright for validating security, business workflows, contract safety, and cross-layer… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | hachimanmcp · ai-agents | Enables AI agents and MCP servers to operate under autonomous security enforcement, including pre-deployment scanning, per-call authorization, runtime… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | sophos-firewall-mcp-servermcp · back-end | An asynchronous MCP server for Sophos Firewall, enabling AI assistants to manage, audit, and troubleshoot network security infrastructure. | 1 star | No one-command install · Source | |
| 1315 | 22.557 | bevigil-mcp-servermcp · back-end | MCP server that provides AI-native access to BeVigil's OSINT API, enabling mobile app security research and asset discovery through tools for hosts… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | http-inspectormcp · back-end | HTTP Inspector MCP Server enables sending arbitrary HTTP requests, viewing history via a web panel, and taking screenshots of the panel for AI… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | anonsec-mcp-servermcp · back-end | Provides anonymous email management through Firefox Relay, enabling sending, receiving, and OTP extraction while maintaining privacy and security. | 1 star | No one-command install · Source | |
| 1315 | 22.557 | truenas-mcp-2mcp · back-end | An MCP server for TrueNAS SCALE that enables read-first management of storage, system, sharing, and virtualization resources with per-user API key… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | micropub-mcpmcp · auth | Enables AI agents to create, update, delete, and query posts on any Micropub-compatible blog with IndieAuth authentication. | 1 star | No one-command install · Source | |
| 1315 | 22.557 | mcp-kali-toolsmcp · other | Enables MCP clients to invoke common Kali Linux pentesting tools directly as tool calls, with each binary executed safely without a shell. | 1 star | No one-command install · Source | |
| 1315 | 22.557 | io-github-jeff-nasseri-mikrotik-mcpmcp · github-vcs | Bridges AI assistants with MikroTik RouterOS devices, enabling natural language management of network configurations, firewall, VLANs, VPNs, and… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | proton-drive-mcpmcp · ai-agents | MCP server that provides full access to Proton Drive via Claude Desktop or CLI, enabling file operations, sharing, and trash management with… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | code-audit-mcpmcp · ai-agents | Enables automated security code auditing using LLM and MCP, including AST parsing, taint analysis, dataflow tracing, and automated PoC generation for… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | liveauth-mcp-servermcp · back-end | Authentication, pay-per-call metering, and signed receipts for AI agents and MCP tools using Bitcoin and Lightning Network. | 1 star | No one-command install · Source | |
| 1315 | 22.557 | mcp-kiwi-tcmsmcp · back-end | Enables interaction with Kiwi TCMS test management system through MCP, supporting read and write operations on test plans, cases, runs, and… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | browser-firefox-mcpmcp · browser | Security-focused Firefox browser MCP server for penetration testing, built on Playwright, enabling vulnerability scanning, session manipulation… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | llm-code-security-review-mcpmcp · ai-agents | MCP server that guides LLM security reviews step-by-step, tracking progress and ensuring all assigned source code is read before completing each plan… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | realagent-mcpmcp · auth | An MCP server that enables AI agents to perform SM2-based identity binding, generate and verify SD-JWT verifiable presentations, and use SM2… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | tenable-activity-mcpmcp · back-end | Enables querying and analyzing Tenable Vulnerability Management audit logs, including activity summaries, API key usage, and anomaly detection through… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | github-token-mcpmcp · back-end | Enables secure retrieval of GitHub App installation tokens using 1Password authentication, providing temporary access tokens for GitHub API… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | acunetix-mcp-servermcp · back-end | MCP server that enables LLMs to operate Acunetix/Invicti web vulnerability scanners through 15 tools, covering authentication, target management… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | fusionauthmcp · auth | Identity and authentication platform with comprehensive user management capabilities | 1 star | No one-command install · Source | |
| 1315 | 22.557 | nullsec-redteam-aimcp · auth | An authorization-first MCP-governed control plane for executing security-tool workflows in explicitly approved, sandboxed environments with auditable… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | vulnary-mcpmcp · back-end | MCP server for querying CVE and package vulnerability data from NVD and OSV.dev, allowing CVE lookups and dependency scanning. | 1 star | No one-command install · Source | |
| 1315 | 22.557 | safe-workspace-mcpmcp · back-end | A minimal, security-focused MCP server that provides structured read/write access to exactly one local workspace, with built-in local Git checkpoints… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | vscode-a2amcp · auth | An MCP bridge that exposes A2A agents as tools in VS Code agent chat, enabling natural language delegation to remote agents with multi-turn… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | vulnerabilitymcpservermcp · back-end | MCP server for retrieving vulnerability data (CVE) via HTTP, testable with MCP Inspector and OpenCode. | 1 star | No one-command install · Source | |
| 1315 | 22.557 | guniweb-sap-mcpmcp · auth | Enables AI assistants and n8n workflows to interact with SAP S/4HANA and ECC systems via OData, IDoc, and RFC/BAPI, with governed read-only-by-default… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | repogatemcp · back-end | MCP server that wraps the GitHub REST API into tools for repo queries, issue/PR management, code review, search, and authentication, letting coding… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | mcp-ory-kratosmcp · auth | MCP server for managing Ory Kratos identities, sessions, and authentication flows, enabling AI assistants to perform identity management tasks via… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | proxy-pool-mcp-servermcp · back-end | Manages an authorized proxy pool for security testing, providing MCP tools to select the best available proxy, report status, switch proxies, view… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | truth-social-mcpmcp · back-end | MCP server for explicitly authorized Truth Social access, offering read-only tools for profiles, timelines, search, and notifications, with optional… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | pmi-mcp-servermcp · database | MCP server that exposes a single tool to execute SQL queries directly against Microsoft SQL Server via pyodbc, returning result sets as JSON. It… | 1 star | No one-command install · Source | |
| 1315 | 22.557 | accelo-mcpmcp · auth | MCP server exposing Accelo quote tools (list, get, create, update) with per-user OAuth authentication for natural language interaction. | 1 star | No one-command install · Source | |
| 1315 | 22.557 | devbelt-mcpmcp · back-end | An MCP server that bundles 53 online utility tools (164 capabilities) for AI assistants, covering JSON processing, encryption/decryption, code… | 1 star | 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.