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Scored on public signals; components with none are listed as Unranked · Formula

Component
Allmcp 61,707skill 1,132subagent 724rules 461hook 134workflow 62cli 57identity 38
4 More
eval 37memory 36observability 34infra 26
Domain
Allback-end 23,922ai-agents 13,106other 9,354search 4,535database 2,789front-end 2,201observability 1,987auth 1,508
5 More
devops 1,377browser 1,330comms 1,112payments 1,089github-vcs 929
Vertical
Allfinance 4,779ai-infra 3,606security 3,313productivity 2,190marketing 1,395data-analytics 1,204legal 1,129devtools 1,006
4 More
education 574healthcare 489e-commerce 468gaming 396
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Needs the armory CLI · not on npm yet, build it from cli/ in the repository

11,931 results · 65,239 in the catalog
RankScoreComponentDescriptionEvidenceLast commitInstall
340132.180fullmt5mcpbyleomcp · ai-agentsUniversal MCP server that enables AI assistants to control MetaTrader 5 directly, executing trades, managing data, and automating MT5 operations…2 starsNo one-command install · Source
340132.180agent-walletmcp · ai-agentsMCP server that lets any AI agent operate a wallet directly on-chain: create wallets, send, swap, bridge, and deploy contracts across EVM and Bitcoin…2 starsNo one-command install · Source
340132.180jadx-rpcmcp · ai-agentsMCP server for analyzing Android APK, DEX, or JAR files via a headless jadx engine, enabling LLM agents to query decompiled code, symbols, call…2 starsNo one-command install · Source
340132.180unity-project-brainmcp · ai-agentsRead-only MCP server that provides AI agents with context about Unity project relationships, including scenes, prefabs, scripts, GUIDs, and code…2 starsNo one-command install · Source
340132.180ruxu-devmcp · ai-agentsPersonal developer portfolio with A2A integration2 starsNo one-command install · Source
340132.180solarbuild-mcpmcp · ai-agentsMCP server for the Solar framework. Gives AI agents live access to your component registry — call manifest(), component(), and validate() tools to…2 starsNo one-command install · Source
340132.180zerodustmcp · ai-agentsSweep native gas tokens to exactly zero across 25+ EVM chains via AI agents.2 starsNo one-command install · Source
340132.180searchforgemcp · ai-agentsFree, open-source web search gateway and MCP server for LLMs, AI agents, and RAG. It provides no-key web, code, academic, and community search with…2 starsNo one-command install · Source
340132.180graphlens-mcpmcp · ai-agentsSemantic code graph MCP server for coding agents2 starsNo one-command install · Source
340132.180citiomcp · ai-agentsSelf-hosted coding agent that runs Claude Code or Codex in your own infrastructure and works from Slack. Exposes codebase investigation, file edits…2 starsNo one-command install · Source
340132.180zesarux-mcpmcp · ai-agentsControls the ZEsarUX ZX Spectrum emulator via ZRCP protocol for debugging, memory operations, tape/disk loading, and more.2 starsNo one-command install · Source
340132.180evolvedmcp · ai-agentsAn MCP server that provides the complete operations brain of an industrial-services company, enabling agents to manage quoting, booking, invoicing…2 starsNo one-command install · Source
340132.180ai2webmcp · ai-agentsAn MCP server for Claude and ChatGPT that discovers AI-ready websites and acts on them. It fronts the AI2Web Discovery Network with three tools…2 starsNo one-command install · Source
340132.180daily-notes-mcpmcp · ai-agentsA basic MCP server for daily notes, currently exposing a hello world prompt and tool, deployable to Vercel and installable as a plugin for Claude Code…2 starsNo one-command install · Source
340132.180computer-use-omnimcp · ai-agentsEnables Windows desktop automation via MCP, allowing AI agents to control mouse, keyboard, and screen capture with the same interface as Anthropic's…2 starsNo one-command install · Source
340132.180dida-todo-agentmcp · ai-agentsEnables AI agents to manage Dida365 tasks via natural language with a rule engine for automatic project routing, priority assignment, and label…2 starsNo one-command install · Source
340132.180tar-enginemcp · ai-agentsAudits AI agent skills for safety using static, semantic, adversarial, and supply-chain analysis, providing scores and risk flags. Can be run via CLI…2 starsNo one-command install · Source
340132.180midas-bridge-mcpmcp · ai-agentsEnables Claude to directly control Midas Civil NX for bridge structural analysis, allowing users to model, apply loads, and perform analysis through…2 starsNo one-command install · Source
340132.180codex-tencent-connectorsmcp · ai-agentsA MCP server plugin that integrates WeCom, QQ Mail, and Tencent Docs with OpenAI Codex, enabling operations like messaging, email management, and…2 starsNo one-command install · Source
340132.180signal-prospectormcp · ai-agentsEnables B2B prospecting from natural language: detect buying signals, score leads against ICP, enrich decision-makers, and draft personalized outreach…2 starsNo one-command install · Source
340132.180loenn-mcpmcp · ai-agentsAn MCP server that enables AI agents to read, edit, analyze, procedurally generate, and preview Celeste .bin map files without the Lönn editor.2 starsNo one-command install · Source
340132.180eralpozcan-vision-squeezermcp · ai-agentsalso listed as vision-squeezerReduces vision model token costs by snapping images to optimal tile boundaries for Claude, GPT-4o, GPT-5, and Gemini.2 starsNo one-command install · Source
340132.180malonmcp · ai-agentsLocal-first MCP server for AI coding agents that provides isolated code search, memory ledger, context rot detection, and cost governance.2 starsNo one-command install · Source
340132.180mcp-ssh-terminalmcp · ai-agentsEnables AI agents to have persistent, fully interactive SSH sessions into remote hosts, behaving like a local terminal.2 starsNo one-command install · Source
340132.180gpt-subagents-subscriptionmcp · ai-agentsUnofficial MCP server that provides GPT subagent tools using a ChatGPT subscription via OAuth, enabling access to GPT models for orchestrated tasks.2 starsNo one-command install · Source
340132.180aura-mcp-servermcp · ai-agentsProvides tools to cache answers, run local compute, and retrieve stats, reducing LLM calls by answering prompts for free when possible.2 starsNo one-command install · Source
340132.180cascade-imgmcp · ai-agentsMCP server for generating Midjourney images through conversation, with tools for prompt composition, self-curation, and image processing.2 starsNo one-command install · Source
340132.180advanced-math-mcpmcp · ai-agentsEnables advanced mathematics operations including linear algebra, vector math, symbolic computation, and calculus through MCP tools. Designed for use…2 starsNo one-command install · Source
340132.180zero-core-toolsmcp · ai-agentsAgent utility tools for web scraping, code review, content generation, and sentiment analysis.2 starsNo one-command install · Source
340132.180typesensekit-mcp-servermcp · ai-agentsProvides a secure MCP server for operating Typesense, exposing 95 typed operations for search, collection management, and system administration…2 starsNo one-command install · Source
340132.180harness-councilmcp · ai-agentsLocal multi-harness orchestration for Claude Code, Grok CLI, and AGY CLI, enabling spawning, management, and coordination of AI coding agents in a…2 starsNo one-command install · Source
340132.180touful-vuln-search-mcpmcp · ai-agentsUnified vulnerability search MCP server for penetration testing agents, integrating 5 data sources (NVD, OSV, EPSS, CISA KEV, Exploit-DB+GitHub) and…2 starsNo one-command install · Source
340132.180iitc-mcpmcp · ai-agentsBridge between IITC and MCP agents, enabling AI assistants to interact with Ingress Intel: view map, count portals, track players, and communicate via…2 starsNo one-command install · Source
340132.180mcp-gateway-scanmcp · ai-agentsStatic scanner for MCP/agent-gateway readiness anti-patterns, providing a 7-dimension R/Y/G score by scanning code and config for common failure…2 starsNo one-command install · Source
340132.180glm-subagent-mcpmcp · ai-agentsEnables Claude Code to use GLM (Zhipu) as a cheap, full-capability subagent for file editing, code generation, and bash commands, with automatic…2 starsNo one-command install · Source
340132.180skillgodmcp · ai-agentsAn MCP server that automatically injects relevant skills, project memory, and routes complex tasks to specialist agents into AI coding tools like…2 starsNo one-command install · Source
340132.180navimcp · ai-agentsA desktop notifier for AI agents that floats on screen and alerts users with chimes and speech bubbles when an agent calls its notify tool.2 starsNo one-command install · Source
340132.180jamjet-policymcp · ai-agentsDrop-in stdio interceptor that gates MCP tools/call requests through a YAML policy (block / require_approval / audit / budget cap) before they reach…2 starsNo one-command install · Source
340132.180omnicontextmcp · ai-agentsConnects Claude Desktop to Notion and YouTube transcripts with one-click installation, enabling natural language queries about your pages and video…2 starsNo one-command install · Source
340132.180wisdomgraphmcp · ai-agentsThis MCP server lets AI agents persistently record facts, experiences, insights, and lessons into a Neo4j DIKW graph, then query that memory across…2 starsNo one-command install · Source
340132.180eos-fitting-mcp-servermcp · ai-agentsMCP server that wraps the Eos EVE Online fitting engine. Agents propose fit changes; this server applies them, recalculates, and returns a FitReport.2 starsNo one-command install · Source
340132.180directping-escrowmcp · ai-agentsAgent-to-agent escrow on Base blockchain with ETH and USDC bounty quests settled on-chain.2 starsNo one-command install · Source
340132.180analytos-brain-omnigraph-mcp-servermcp · ai-agentsThis MCP server provides governed read access to the Analytos Brain knowledge graph, enabling content and GTM agents to retrieve approved entities and…2 starsNo one-command install · Source
340132.180cortex-memory-mcpmcp · ai-agentsPersistent semantic memory MCP server for AI agents with hybrid search, LLM scoring, and decay engine, fully local.2 starsNo one-command install · Source
340132.180netherite-stack-minecraft-survivalmcp · ai-agentsEnables LLM agents to play and survive in Minecraft through high-level intent-based commands via Mineflayer.2 starsNo one-command install · Source
340132.180psamvault-mcpmcp · ai-agentsMCP server for psamvault — lets AI agents use your stored credentials without ever seeing their plaintext values.2 starsNo one-command install · Source
340132.180iitkgp-erp-mcpmcp · ai-agentsMCP server for IIT Kharagpur ERP that enables querying grades, CGPA, attendance, timetable, placements, and more through any AI agent.2 starsNo one-command install · Source
340132.180doc2mcpmcp · ai-agentsTurns any documentation URL into a hosted MCP server for use in Cursor, Claude, and VS Code.2 starsNo one-command install · Source
340132.180jgkme-kilo-image-gen-mcpmcp · ai-agentsMCP server for generating, editing, and processing images via multiple providers including Kilo, OpenRouter, OpenAI, and Gemini, with local tools for…2 starsNo one-command install · Source
340132.180terrariummcp · ai-agentsEnables AI agents to publish HTML artifacts for human review, receive anchored feedback, and iterate until approval.2 starsNo one-command install · Source
340132.180beatlyzer-mcpmcp · ai-agentsEnables AI agents to analyze audio files, extracting tempo, key, beat drops, volume surges, high tones, loudness, brightness, and structure, and…2 starsNo one-command install · Source
340132.180czech-law-mcpmcp · ai-agentsMCP server providing indexed access to 45,899 Czech statutes from e-sbirka.cz, enabling agents to retrieve real legal text and citations.2 starsNo one-command install · Source
340132.180substack-article-mcpmcp · ai-agentsMCP server for Substack that enables reading articles, comments, feed, and subscriptions from AI clients like Cursor and Claude, with optional…2 starsNo one-command install · Source
340132.180fcp-sheetsmcp · ai-agentsMCP server for semantic spreadsheet operations that lets LLMs create and edit Excel workbooks by describing spreadsheet intent.2 starsNo one-command install · Source
340132.180projectmindmcp · ai-agentsPersistent, compact project memory for AI coding agents, enabling them to read a small digest instead of re-scanning the codebase every session…2 starsNo one-command install · Source
340132.180alt-festival-mcpmcp · ai-agentsAn MCP server that lets Claude read live transcripts and notes from Alt, a real-time lecture/meeting transcription app, while a recording is in…2 starsNo one-command install · Source
340132.180bobbyrgoldsmith-quarterbackmcp · ai-agentsStrategic task prioritization and agent orchestration for multi-project operators. 22 MCP tools with 5-factor scoring engine, advisory document…2 starsNo one-command install · Source
340132.180strompreis-mcpmcp · ai-agentsMCP server that gives AI agents real-time German electricity price forecasts.2 starsNo one-command install · Source
340132.180vaultmindmcp · ai-agentsOffline-first MCP proxy with policy engine and immutable audit trail for secure AI coding agents.2 starsNo one-command install · Source
340132.180progimcp · ai-agentsWorkflow engine that teaches your agent how YOU like to get things done. So you can do your best work without re-explaining your process or losing…2 starsNo one-command install · Source
340132.180qorami-mcpmcp · ai-agents▎ Check an email before an AI agent sends it: send / ask a human / block — with machine reason codes and prompt-injection detection.2 starsNo one-command install · Source
340132.180thecrawlermcp · ai-agentsOpen-source web scraper and extraction MCP server with JavaScript rendering, markdown output, PDF/DOCX parsing, structured errors, and validated…2 starsNo one-command install · Source
340132.180reflensmcp · ai-agentsAn MCP server that indexes reference repositories and provides tools for AI coding agents to retrieve lossless code context, enabling reasoning over…2 starsNo one-command install · Source
340132.180unitypilotmcp · ai-agentsMCP server that lets AI agents drive the full Unity lifecycle on macOS without opening the Unity Editor.2 starsNo one-command install · Source
340132.180claude-mcp-bridgemcp · ai-agentsMCP server that lets any agent or MCP host delegate tasks to Claude Code running headless, with tools for review, validation, analysis, and autonomous…2 starsNo one-command install · Source
340132.180cocos-creator-local-mcpmcp · ai-agentsAn MCP server for local Cocos Creator 3.8 automation, enabling coding agents to create projects, edit scenes, and build WeChat Mini Games directly on…2 starsNo one-command install · Source
340132.180agentbusmcp · ai-agentsA local message bus for AI agent sessions that enables Claude Code sessions to communicate directly via channels, allowing message sending and peer…2 starsNo one-command install · Source
340132.180image-recognition-mcpmcp · ai-agentsGives vision-less LLMs the ability to recognize clipboard screenshots and images by proxying to an OpenAI-compatible vision model.2 starsNo one-command install · Source
340132.180wayforth-mcpmcp · ai-agentsProvides AI agents with a unified runtime to discover, use, and pay for thousands of services with automatic failover and per-run credit ceilings.2 starsNo one-command install · Source
340132.180comfyui-agent-bridgemcp · ai-agentsEnables an external coding agent to exchange text and images with ComfyUI workflows and trigger runs via MCP tools.2 starsNo one-command install · Source
340132.180chartink-mcpmcp · ai-agentsAn MCP server that lets Claude or any MCP-compatible AI agent run Chartink stock screeners and backtests for the Indian market directly from a chat.2 starsNo one-command install · Source
340132.180mds-mcpmcp · ai-agentsA lightweight MCP server that exposes read-only Cisco MDS NX-OS show commands as tools, allowing LLM clients to inspect SAN fabric in plain language.2 starsNo one-command install · Source
340132.180chronicle-mcpmcp · ai-agentsChronicle is a secure, local-first MCP server designed to transform your historical AI chat logs into a persistent memory vault. It seamlessly parses…2 starsNo one-command install · Source
340132.180teamdynamix-mcpmcp · ai-agentsEnables AI agents to interact with TeamDynamix ITSM operations including tickets, assets, KB, and more through safety-gated tools.2 starsNo one-command install · Source
340132.180ava-the-ai-agentmcp · ai-agentsAI agent implementation with A2A support2 starsNo one-command install · Source
340132.180multiaipanelmcp · ai-agentsA Chrome side panel hosting multiple AIs (ChatGPT, Claude, Gemini, Grok, DeepSeek) that also functions as an MCP server for downstream agents…2 starsNo one-command install · Source
340132.180web-fetch-mcpmcp · ai-agentsA web-fetch MCP server for LLM agents that fetches pages with an escalation ladder through different engines, raising FetchBlocked instead of…2 starsNo one-command install · Source
340132.180smartoffice-mcpmcp · ai-agentsEnables AI agents to create, edit, format, and analyze Microsoft Office documents (Excel, Word, PPT, PDF) using natural language, with features like…2 starsNo one-command install · Source
340132.180awesome-mineflayer-mcpmcp · ai-agentsA production-ready MCP server that gives an LLM agent standalone-equivalent control over a Mineflayer Minecraft bot — movement, mining, crafting…2 starsNo one-command install · Source
340132.180socialchamp-mcpmcp · ai-agentsMCP server that exposes the full Social Champ tool catalog for scheduling and managing posts, channels, workspaces, labels, queues, and more through…2 starsNo one-command install · Source
340132.180shadowpricemcp · ai-agentsInject real-time leaked B2B SaaS pricing, historical discounts, and aggressive negotiation playbooks directly into AI agents.2 starsNo one-command install · Source
340132.180desktop-calendar-taurimcp · ai-agentsMCP server for a desktop calendar that allows AI agents to manage events, check schedules, and avoid conflicts via standard MCP tools.2 starsNo one-command install · Source
340132.180yxcelmcp · ai-agentsMCP server that turns Excel files into queryable databases, enabling AI agents to filter, aggregate, group, sort data and export results as new Excel…2 starsNo one-command install · Source
340132.180notnessie-mcp-servermcp · ai-agentsEnables Claude Code to persist and retrieve project memory across sessions, including decisions, constraints, verified commands, and context packs…2 starsNo one-command install · Source
340132.180telegram-commandcodemcp · ai-agentsMCP server for Telegram integration with Command Code, enabling AI agents to send messages, photos, files, and read updates via Telegram.2 starsNo one-command install · Source
340132.180visiomcpmcp · ai-agentsConnects Claude to Microsoft Visio to generate enterprise architecture diagrams from natural language or structured inventory data, supporting…2 starsNo one-command install · Source
340132.180agenticscopemcp · ai-agentsA read-only MCP server that provides AI agents with live, structured workspace awareness, including project listing, git status, and budgeted context…2 starsNo one-command install · Source
340132.180hist-bridgemcp · ai-agentsEnables listing and continuing conversations from Claude Code, Codex, Cursor, and GLM, allowing context handoff between tools by providing historical…2 starsNo one-command install · Source
340132.180godot-mcp-2mcp · ai-agentsalso listed as godot-mcp-3, godot-mcp-connectorAn out-of-the-box, zero-dependency Model Context Protocol (MCP) server integration designed specifically for the Godot Engine (4.x).Once connected…2 starsNo one-command install · Source
340132.180winsightmcp · ai-agentsalso listed as winsight-mcpWindows screen capture MCP server for Claude Code.2 starsNo one-command install · Source
340132.180concordmcp · ai-agentsProvides a multi-agent collaboration room with real-time messaging, file sharing, and coordination primitives for AI agents.2 starsNo one-command install · Source
340132.180io-github-michael-whitecapdata-whitecapdata-devmcp · ai-agentsAn MCP server that lets an agent inspect and operate a Kubernetes / k3s cluster safely, with read-only and namespace allowlist controls.2 starsNo one-command install · Source
340132.180aide-memorymcp · ai-agentsAuto-captured, auto-recalled, path-scoped memory for AI coding agents and teams.2 starsNo one-command install · Source
340132.180guard-scannermcp · ai-agentsProvides a security scanner for AI agent skills and MCP servers, detecting threats like prompt injection, identity hijacking, and memory poisoning.2 starsNo one-command install · Source
340132.180mcp-emailjsmcp · ai-agentsAn MCP server for EmailJS that enables AI agents to send emails, validate configurations, and query email history through natural language.2 starsNo one-command install · Source
340132.180modexiamcp · ai-agentsThis server allows your AI agents (like Claude, LangChain bots, or custom swarms) to seamlessly execute secure cryptocurrency transactions (USDC) and…2 starsNo 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.

Leaderboard · Armory