Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 3601 | 32.180 | claude-for-hermesmcp · ai-agents | A local MCP server that lets Hermes supervise Claude Code, delegating focused coding, research, or review tasks to the Claude Code CLI and managing… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | memocean-mcpmcp · ai-agents | Local-first AI Memory MCP server for AI agents to search and manage knowledge stored in Obsidian vaults, optimized for CJK languages with zero AI… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | qwen-omni-mcpmcp · ai-agents | Enables Claude Code and other AI agents to understand videos and images via Qwen3.7-Plus, supporting native video analysis, image understanding, and… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | asset-finder-mcpmcp · ai-agents | All-in-one asset search MCP server for AI coding agents, enabling search for icons, logos, stock photos, vectors, and emoji from a single tool call. | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | coding-memory-mcpmcp · ai-agents | Provides a local long-term memory layer for AI coding tools like Cursor and Claude Code, enabling cross-session, cross-tool sharing of project facts… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | agent-antigravity-mcpmcp · ai-agents | MCP server for Google Gemini Antigravity Agent, enabling autonomous code execution, web browsing, and GitHub PR workflows in remote sandboxes. | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | mikes-moose-mcpmcp · ai-agents | An MCP server that provides LLMs with accurate, version-matched MOOSE framework knowledge to generate valid and idiomatic DCS mission code, with tools… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | glm-4-6v-flash-mcp-servermcp · ai-agents | A Model Context Protocol server that wraps the free GLM-4.6V-Flash vision model, enabling text-only LLM clients like Codex, Cursor, and Claude Desktop… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | codexamcp · ai-agents | Codexa is a local change-evidence layer for software workflows, providing committed-change receipts, plan conformance, and verification crediting. It… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | garl-protocolmcp · ai-agents | Trust and reputation layer for autonomous AI agents — verify, score, route, and delegate. | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | fund-z-fundzwatch-mcpmcp · ai-agents | Real-time business event intelligence for AI agents. Funding rounds, acquisitions, executive hires, AI-scored leads, and market intelligence. | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | sentien-labs-verdictswarm-mcpmcp · ai-agents | Multi-AI crypto token scanner. 6 AI agents independently analyze and debate token risk on Solana, Base, and Ethereum. Detects rug pulls, honeypots… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | eggtartmcp · ai-agents | MCP server for Minecraft Bedrock Edition providing 7 tools for zone management, building, scanning, and command execution via LLM. | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | the-boxmcp · ai-agents | A local MCP daemon that turns an agentic coding client into a bug bounty operator, with 103 tools for offensive security testing including MITM proxy… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | klinik-mcpmcp · ai-agentsalso listed as klinikmcp | A drug and clinical information MCP server for Turkish healthcare professionals, integrating TİTCK, SGK, openFDA, and PubMed data with ChatGPT and… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | facebook-web-mcpmcp · ai-agents | A local MCP server that lets Claude use your Facebook account through the normal website in a real Chrome window, with read-only tools and staged… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | mailnotmilkmcp · ai-agents | Bridges browser-based AI assistants with coding agents like Claude Code and Cursor via MCP, enabling chat relay, browser automation, and skill… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | halal-terminal-mcpmcp · ai-agents | Provides 22 tools for Shariah-compliant stock and ETF screening across 5 methodologies, portfolio auditing, zakat calculation, and live market data… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | onyx-paid-mcpmcp · ai-agents | Build a paid MCP server that charges AI agents per call in USDC, with automatic payment handling via HTTP 402 and EIP-3009. | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | vidinmcp · ai-agents | MCP server that converts videos into annotated keyframes and timeline reports for coding agents, with tools to analyze, inspect frames, and zoom into… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | scream-lifemcp · ai-agents | An MCP server that captures and stores user decisions during AI-agent interactions, offering structured decision memory, cognitive bias detection, and… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | diffmindmcp · ai-agents | An MCP server for Claude Code that forces AI agents to document every change with rationale, rejected alternatives, and trade-offs, ensuring code… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | tsetmc-history-mcpmcp · ai-agents | Provides access to Iranian stock market historical data (price/trade and retail/institutional) via BrsApi, with tools, prompts, and resources for… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | nomadmcp · ai-agents | A local MCP server for agentic remote development that enables code sync via rsync, SSH command execution, and long-running task management in remote… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | gh-im-sham-aegis-protocolmcp · ai-agents | Trustless escrow for AI agent-to-agent transactions on Base L2 with USDC. | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | mcp2termmcp · ai-agents | Exposes an interactive terminal over MCP, enabling remote shell command execution, file operations, and directory management via ChatGPT or Claude… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | codex-bridge-mcpmcp · ai-agents | Codex Bridge MCP is a local MCP orchestration service for a stable Claude Code x Codex CLI development workflow. | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | overmind-mcpmcp · ai-agents | Orchestrates and controls multiple AI agent CLIs (Claude-Code, Gemini-cli, etc.) via a unified MCP server, enabling complex multi-agent missions with… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | alibaba-cloud-token-plan-proxy-for-claude-codemcp · ai-agents | Enables Claude Code to use Alibaba Cloud Token Plan models via a local proxy that maps Anthropic-style model names to Alibaba IDs and provides missing… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | deckmcp · ai-agents | Enables agents to create, read, and edit slide decks as plain markdown files, with support for drawing annotations, and handles deck management… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | fullmt5mcpbyleomcp · ai-agents | Universal MCP server that enables AI assistants to control MetaTrader 5 directly, executing trades, managing data, and automating MT5 operations… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | agent-walletmcp · ai-agents | MCP 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 stars | No one-command install · Source | |
| 3601 | 32.180 | jadx-rpcmcp · ai-agents | MCP server for analyzing Android APK, DEX, or JAR files via a headless jadx engine, enabling LLM agents to query decompiled code, symbols, call… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | unity-project-brainmcp · ai-agents | Read-only MCP server that provides AI agents with context about Unity project relationships, including scenes, prefabs, scripts, GUIDs, and code… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | ruxu-devmcp · ai-agents | Personal developer portfolio with A2A integration | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | solarbuild-mcpmcp · ai-agents | MCP server for the Solar framework. Gives AI agents live access to your component registry — call manifest(), component(), and validate() tools to… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | zerodustmcp · ai-agents | Sweep native gas tokens to exactly zero across 25+ EVM chains via AI agents. | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | searchforgemcp · ai-agents | Free, 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 stars | No one-command install · Source | |
| 3601 | 32.180 | graphlens-mcpmcp · ai-agents | Semantic code graph MCP server for coding agents | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | citiomcp · ai-agents | Self-hosted coding agent that runs Claude Code or Codex in your own infrastructure and works from Slack. Exposes codebase investigation, file edits… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | zesarux-mcpmcp · ai-agents | Controls the ZEsarUX ZX Spectrum emulator via ZRCP protocol for debugging, memory operations, tape/disk loading, and more. | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | evolvedmcp · ai-agents | An MCP server that provides the complete operations brain of an industrial-services company, enabling agents to manage quoting, booking, invoicing… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | ai2webmcp · ai-agents | An 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 stars | No one-command install · Source | |
| 3601 | 32.180 | daily-notes-mcpmcp · ai-agents | A 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 stars | No one-command install · Source | |
| 3601 | 32.180 | computer-use-omnimcp · ai-agents | Enables Windows desktop automation via MCP, allowing AI agents to control mouse, keyboard, and screen capture with the same interface as Anthropic's… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | dida-todo-agentmcp · ai-agents | Enables AI agents to manage Dida365 tasks via natural language with a rule engine for automatic project routing, priority assignment, and label… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | tar-enginemcp · ai-agents | Audits AI agent skills for safety using static, semantic, adversarial, and supply-chain analysis, providing scores and risk flags. Can be run via CLI… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | midas-bridge-mcpmcp · ai-agents | Enables Claude to directly control Midas Civil NX for bridge structural analysis, allowing users to model, apply loads, and perform analysis through… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | codex-tencent-connectorsmcp · ai-agents | A MCP server plugin that integrates WeCom, QQ Mail, and Tencent Docs with OpenAI Codex, enabling operations like messaging, email management, and… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | signal-prospectormcp · ai-agents | Enables B2B prospecting from natural language: detect buying signals, score leads against ICP, enrich decision-makers, and draft personalized outreach… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | loenn-mcpmcp · ai-agents | An MCP server that enables AI agents to read, edit, analyze, procedurally generate, and preview Celeste .bin map files without the Lönn editor. | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | eralpozcan-vision-squeezermcp · ai-agentsalso listed as vision-squeezer | Reduces vision model token costs by snapping images to optimal tile boundaries for Claude, GPT-4o, GPT-5, and Gemini. | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | malonmcp · ai-agents | Local-first MCP server for AI coding agents that provides isolated code search, memory ledger, context rot detection, and cost governance. | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | mcp-ssh-terminalmcp · ai-agents | Enables AI agents to have persistent, fully interactive SSH sessions into remote hosts, behaving like a local terminal. | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | gpt-subagents-subscriptionmcp · ai-agents | Unofficial MCP server that provides GPT subagent tools using a ChatGPT subscription via OAuth, enabling access to GPT models for orchestrated tasks. | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | aura-mcp-servermcp · ai-agents | Provides tools to cache answers, run local compute, and retrieve stats, reducing LLM calls by answering prompts for free when possible. | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | cascade-imgmcp · ai-agents | MCP server for generating Midjourney images through conversation, with tools for prompt composition, self-curation, and image processing. | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | advanced-math-mcpmcp · ai-agents | Enables advanced mathematics operations including linear algebra, vector math, symbolic computation, and calculus through MCP tools. Designed for use… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | zero-core-toolsmcp · ai-agents | Agent utility tools for web scraping, code review, content generation, and sentiment analysis. | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | typesensekit-mcp-servermcp · ai-agents | Provides a secure MCP server for operating Typesense, exposing 95 typed operations for search, collection management, and system administration… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | harness-councilmcp · ai-agents | Local multi-harness orchestration for Claude Code, Grok CLI, and AGY CLI, enabling spawning, management, and coordination of AI coding agents in a… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | touful-vuln-search-mcpmcp · ai-agents | Unified vulnerability search MCP server for penetration testing agents, integrating 5 data sources (NVD, OSV, EPSS, CISA KEV, Exploit-DB+GitHub) and… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | iitc-mcpmcp · ai-agents | Bridge between IITC and MCP agents, enabling AI assistants to interact with Ingress Intel: view map, count portals, track players, and communicate via… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | mcp-gateway-scanmcp · ai-agents | Static 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 stars | No one-command install · Source | |
| 3601 | 32.180 | glm-subagent-mcpmcp · ai-agents | Enables Claude Code to use GLM (Zhipu) as a cheap, full-capability subagent for file editing, code generation, and bash commands, with automatic… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | skillgodmcp · ai-agents | An MCP server that automatically injects relevant skills, project memory, and routes complex tasks to specialist agents into AI coding tools like… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | navimcp · ai-agents | A 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 stars | No one-command install · Source | |
| 3601 | 32.180 | jamjet-policymcp · ai-agents | Drop-in stdio interceptor that gates MCP tools/call requests through a YAML policy (block / require_approval / audit / budget cap) before they reach… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | omnicontextmcp · ai-agents | Connects Claude Desktop to Notion and YouTube transcripts with one-click installation, enabling natural language queries about your pages and video… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | wisdomgraphmcp · ai-agents | This MCP server lets AI agents persistently record facts, experiences, insights, and lessons into a Neo4j DIKW graph, then query that memory across… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | eos-fitting-mcp-servermcp · ai-agents | MCP server that wraps the Eos EVE Online fitting engine. Agents propose fit changes; this server applies them, recalculates, and returns a FitReport. | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | directping-escrowmcp · ai-agents | Agent-to-agent escrow on Base blockchain with ETH and USDC bounty quests settled on-chain. | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | analytos-brain-omnigraph-mcp-servermcp · ai-agents | This MCP server provides governed read access to the Analytos Brain knowledge graph, enabling content and GTM agents to retrieve approved entities and… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | cortex-memory-mcpmcp · ai-agents | Persistent semantic memory MCP server for AI agents with hybrid search, LLM scoring, and decay engine, fully local. | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | netherite-stack-minecraft-survivalmcp · ai-agents | Enables LLM agents to play and survive in Minecraft through high-level intent-based commands via Mineflayer. | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | psamvault-mcpmcp · ai-agents | MCP server for psamvault — lets AI agents use your stored credentials without ever seeing their plaintext values. | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | iitkgp-erp-mcpmcp · ai-agents | MCP server for IIT Kharagpur ERP that enables querying grades, CGPA, attendance, timetable, placements, and more through any AI agent. | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | doc2mcpmcp · ai-agents | Turns any documentation URL into a hosted MCP server for use in Cursor, Claude, and VS Code. | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | jgkme-kilo-image-gen-mcpmcp · ai-agents | MCP server for generating, editing, and processing images via multiple providers including Kilo, OpenRouter, OpenAI, and Gemini, with local tools for… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | terrariummcp · ai-agents | Enables AI agents to publish HTML artifacts for human review, receive anchored feedback, and iterate until approval. | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | beatlyzer-mcpmcp · ai-agents | Enables AI agents to analyze audio files, extracting tempo, key, beat drops, volume surges, high tones, loudness, brightness, and structure, and… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | czech-law-mcpmcp · ai-agents | MCP server providing indexed access to 45,899 Czech statutes from e-sbirka.cz, enabling agents to retrieve real legal text and citations. | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | substack-article-mcpmcp · ai-agents | MCP server for Substack that enables reading articles, comments, feed, and subscriptions from AI clients like Cursor and Claude, with optional… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | fcp-sheetsmcp · ai-agents | MCP server for semantic spreadsheet operations that lets LLMs create and edit Excel workbooks by describing spreadsheet intent. | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | projectmindmcp · ai-agents | Persistent, compact project memory for AI coding agents, enabling them to read a small digest instead of re-scanning the codebase every session… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | alt-festival-mcpmcp · ai-agents | An 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 stars | No one-command install · Source | |
| 3601 | 32.180 | bobbyrgoldsmith-quarterbackmcp · ai-agents | Strategic task prioritization and agent orchestration for multi-project operators. 22 MCP tools with 5-factor scoring engine, advisory document… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | strompreis-mcpmcp · ai-agents | MCP server that gives AI agents real-time German electricity price forecasts. | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | vaultmindmcp · ai-agents | Offline-first MCP proxy with policy engine and immutable audit trail for secure AI coding agents. | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | progimcp · ai-agents | Workflow 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 stars | No one-command install · Source | |
| 3601 | 32.180 | qorami-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 stars | No one-command install · Source | |
| 3601 | 32.180 | thecrawlermcp · ai-agents | Open-source web scraper and extraction MCP server with JavaScript rendering, markdown output, PDF/DOCX parsing, structured errors, and validated… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | reflensmcp · ai-agents | An MCP server that indexes reference repositories and provides tools for AI coding agents to retrieve lossless code context, enabling reasoning over… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | unitypilotmcp · ai-agents | MCP server that lets AI agents drive the full Unity lifecycle on macOS without opening the Unity Editor. | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | claude-mcp-bridgemcp · ai-agents | MCP server that lets any agent or MCP host delegate tasks to Claude Code running headless, with tools for review, validation, analysis, and autonomous… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | cocos-creator-local-mcpmcp · ai-agents | An 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 stars | No one-command install · Source | |
| 3601 | 32.180 | agentbusmcp · ai-agents | A local message bus for AI agent sessions that enables Claude Code sessions to communicate directly via channels, allowing message sending and peer… | 2 stars | No one-command install · Source | |
| 3601 | 32.180 | image-recognition-mcpmcp · ai-agents | Gives vision-less LLMs the ability to recognize clipboard screenshots and images by proxying to an OpenAI-compatible vision model. | 2 stars | 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.