Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 1 | 0.272 | fyndlingmcp · other | # fyndling-mcp Built for **medieval market fans, reenactors, and living-history enthusiasts** — and the AI assistants that help them plan. Fyndling… | 213 installs | No commit datelisted | No one-command install · Source |
| 2 | 0.544 | xskill-aimcp · other | AI content generation toolkit with 50+ models. Image/video generation (Seedance 2.0, FLUX, Kling, Sora), TTS, voice cloning, and more. | 214 installs | No commit datelisted | No one-command install · Source |
| 3 | 0.634 | x-to-markdownmcp · auth | Convert X (Twitter) articles, tweets, and threads to clean Markdown. Free, no auth required. **Tool:** `convert_x_to_markdown` — pass any X/Twitter… | 208 installs | No commit datelisted | No one-command install · Source |
| 4 | 0.816 | docpullmcp · back-end | PDF to Markdown API for AI agents. Pay $0.001 USDC per page via x402. No accounts needed. | 231 installs | No commit datelisted | No one-command install · Source |
| 5 | 1.088 | favcrm-agentic-crmmcp · back-end | **Agentic CRM for service businesses** — 136 typed tools across customers, bookings, loyalty, invoices, and WhatsApp/SMS. Hosted at… | 242 installs | No commit datelisted | No one-command install · Source |
| 6 | 1.269 | websim-explorermcp · browser | Discover WebSim projects, creators, and trending content with powerful search and filters. Inspect project details, screenshots, comments, and… | 216 installs | No commit datelisted | No one-command install · Source |
| 7 | 1.360 | svelte-llm-mcpmcp · ai-agents | Connect your AI coding assistant directly to up-to-date Svelte 5 and SvelteKit documentation via this MCP server. | 302 installs | No commit datelisted | No one-command install · Source |
| 8 | 1.632 | stockfilm-authentic-vintage-footagemcp · payments | Search and license 217,000+ authentic vintage 8mm home movie clips from the 1930s-1980s. Remote MCP server with 6 tools over Streamable HTTP. Text… | 305 installs | No commit datelisted | No one-command install · Source |
| 9 | 1.904 | subscription-refundsmcp · payments | Determine refund eligibility for popular US consumer subscriptions including Apple, Netflix, and Adobe. Simplify the process of reclaiming funds by… | 222 installs | No commit datelisted | No one-command install · Source |
| 10 | 1.904 | jobly-agent-to-agent-contract-marketplacemcp · ai-agents | Post contracts, submit proposals, negotiate terms, and resolve disputes on Jobly — an agent-to-agent contract marketplace. Every contract requires… | 334 installs | No commit datelisted | No one-command install · Source |
| 11 | 2.449 | toolkitmcp · ai-agents | Stop your AI agents from writing sloppy TypeScript. A toolkit that teaches coding agents like Claude Code, Codex, Cursor, Amp, and more to ship… | 366 installs | No commit datelisted | No one-command install · Source |
| 12 | 2.449 | peekmcp · search | Activity and experience booking platform. Search tours, check availability, and discover things to do worldwide. | 366 installs | No commit datelisted | No one-command install · Source |
| 13 | 2.539 | preciomx-price-tracker-mexicomcp · other | Rastreador de precios para Mercado Libre Mexico. 120K+ productos con historial de precios, Deal Score, tendencias y recomendaciones de compra en… | 242 installs | No commit datelisted | No one-command install · Source |
| 14 | 2.721 | vlayermcp · observability | HIPAA compliance scanner for healthcare software. Automatically detect PHI exposure, encryption gaps, audit logging issues, and access control… | 368 installs | No commit datelisted | No one-command install · Source |
| 15 | 2.993 | hive-consultmcp · back-end | Hive is a 70-service trust and settlement network built for autonomous AI agents. Give your agent a sovereign W3C DID, behavioral trust score, and… | 375 installs | No commit datelisted | No one-command install · Source |
| 16 | 3.174 | delx-mcp-servermcp · ai-agents | Agent operations platform with 20+ tools for AI agents. Dual-protocol MCP + A2A support, session memory, mood tracking, reliability metrics, and… | 243 installs | No commit datelisted | No one-command install · Source |
| 17 | 3.265 | content-enginemcp · payments | AI content creation for autonomous agents. Generate video scripts, images, and videos from any topic via MCP tools — pay-per-use in USDC with x402… | 381 installs | No commit datelisted | No one-command install · Source |
| 18 | 3.537 | alan-mcintyremcp · other | Query Alan McIntyre's consulting profile — skills, project history, availability, and technical background for CodeReclaimers LLC engagements. | 393 installs | No commit datelisted | No one-command install · Source |
| 19 | 3.809 | sg-regulatory-data-mcpmcp · other | sg-regulatory-data-mcp | 245 installs | No commit datelisted | No one-command install · Source |
| 20 | 3.809 | boostaudiomcp · other | AI audio tools for music producers — stem splitting, vocal removal, BPM & key detection, audio-to-MIDI, format conversion, trimming, video-to-audio… | 394 installs | No commit datelisted | No one-command install · Source |
| 21 | 4.081 | sceneview-3d-armcp · search | Cross-platform 3D & AR for Android (Compose + Filament), iOS / macOS / visionOS (SwiftUI + RealityKit), and Web (Filament.js + WebXR). 63 tools across… | 399 installs | No commit datelisted | No one-command install · Source |
| 22 | 4.353 | asterpay-eur-settlement-agent-trust-apimcp · back-end | EUR settlement layer for AI agents. Convert USDC/EURC to EUR via SEPA Instant. **Free tools (no payment required):** - `check_agent_trust` — KYA trust… | 406 installs | No commit datelisted | No one-command install · Source |
| 23 | 4.444 | muell-iomcp · other | muell-io | 252 installs | No commit datelisted | No one-command install · Source |
| 24 | 4.625 | visualization-charts-servermcp · back-end | A Model Context Protocol server for generating charts using AntV, This is a TypeScript-based MCP server that provides chart generation capabilities… | 415 installs | No commit datelisted | No one-command install · Source |
| 25 | 4.898 | torevamcp · ai-agents | Non-custodial execution primitives for Solana. Best-execution routing across Jupiter Perps, Pacifica, Drift, and Flash Trade. 1 bps to open… | 418 installs | No commit datelisted | No one-command install · Source |
| 26 | 5.079 | flowsheetsmcp · other | Trigger workflows, manage worksheets, and collaborate on record discussions. Create, update, and delete records in bulk, generate share links, and get… | 264 installs | No commit datelisted | No one-command install · Source |
| 27 | 5.170 | toolrankmcp · ai-agents | # ToolRank MCP Server Score and optimize MCP tool definitions for AI agent discovery. The first ATO (Agent Tool Optimization) platform. ## Tools ###… | 425 installs | No commit datelisted | No one-command install · Source |
| 28 | 5.442 | mailerastro-2mcp · back-end | Send transactional emails and manage bulk distributions using your wallet address as a secure identity. Pay automatically with USDC for a streamlined… | 427 installs | No commit datelisted | No one-command install · Source |
| 29 | 5.714 | witness-protocolmcp · other | witness-protocol | 270 installs | No commit datelisted | No one-command install · Source |
| 30 | 5.714 | compress-newmcp · ai-agents | Convert any webpage to clean markdown and feed it directly into AI agent workflows. Why This Matters? Adding webpages to LLM conversations usually… | 436 installs | No commit datelisted | No one-command install · Source |
| 31 | 5.986 | mailerastromcp · back-end | Send transactional emails using a wallet address with no API keys required. Pay automatically for messages using USDC while monitoring deliverability… | 438 installs | No commit datelisted | No one-command install · Source |
| 32 | 6.258 | shieldmcp · auth | Protect digital identities and infrastructure by scanning for data breaches, malicious URLs, and compromised credentials. Secure interactions by… | 440 installs | No commit datelisted | No one-command install · Source |
| 33 | 6.349 | adasmcp · front-end | Design, validate, and deploy complex automated skills and cross-skill solutions with confidence. Accelerate development using built-in templates… | 271 installs | No commit datelisted | No one-command install · Source |
| 34 | 6.530 | pentagonalmcp · ai-agents | **AI-powered smart contract forge** with an 8-agent adversarial security audit system. ### Tools | Tool | Cost | |---|---| | `pentagonal_audit`… | 446 installs | No commit datelisted | No one-command install · Source |
| 35 | 6.802 | humanmcp-marketplacemcp · back-end | Federated search across personal humanMCP servers. Find listings, offers, and trades published by humans. 3 tools: search_marketplace, list_servers… | 447 installs | No commit datelisted | No one-command install · Source |
| 36 | 6.984 | crypto-quant-signal-mcpmcp · other | crypto-quant-signal-mcp | 282 installs | No commit datelisted | No one-command install · Source |
| 37 | 7.346 | woogoro-hvac-quote-analyzermcp · ai-agents | Paste any HVAC quote into Claude/Cursor/ChatGPT and Woogoro HVAC MCP audits it: - Detects oversizing (proposed tonnage vs Manual J load calculation)… | 460 installs | No commit datelisted | No one-command install · Source |
| 38 | 7.346 | rug-munch-intelligence-basemcp · payments | 36+ crypto security & intelligence tools via x402 micropayments. Free trials on every tool (1-5 free calls per tool, resets weekly). Deep contract… | 460 installs | No commit datelisted | No one-command install · Source |
| 39 | 7.619 | wheretohitmcp · other | wheretohit | 287 installs | No commit datelisted | No one-command install · Source |
| 40 | 7.619 | agent-infrastructuremcp · ai-agents | Agent infrastructure that runs itself. Six tools for autonomous agents: free LLM model recommendations across 17 models, real-time provider… | 462 installs | No commit datelisted | No one-command install · Source |
| 41 | 7.891 | botoi-mcpmcp · auth | 49 developer utility tools for AI assistants. DNS lookup, WHOIS, IP geolocation, SSL certificates, email validation, domain availability, JWT… | 465 installs | No commit datelisted | No one-command install · Source |
| 42 | 8.163 | recursive-support-agentmcp · ai-agents | Query the Recursive AI support agent platform — pricing, features, capabilities, and live examples. Recursive builds custom support agents for small… | 473 installs | No commit datelisted | No one-command install · Source |
| 43 | 8.435 | mailx-toolsmcp · ai-agents | Mailx Tools is an MCP server that gives AI agents a complete email-deliverability diagnostics toolkit. Verify your domain's ▎ SPF, DKIM, DMARC, and… | 502 installs | No commit datelisted | No one-command install · Source |
| 44 | 8.707 | xkcdforthatmcp · search | Find the obligatory xkcd for whatever you're working on. Article, slide deck, memo, PDF, blog post. Plug it into your AI tool. Your model searches our… | 514 installs | No commit datelisted | No one-command install · Source |
| 45 | 8.888 | tenant-buildermcp · back-end | Provision new tenants with admin setup and initial document templates. Add document templates to existing tenants to expand your workspace… | 288 installs | No commit datelisted | No one-command install · Source |
| 46 | 8.888 | data-wallet-verificationmcp · observability | Discover supported verification scopes and the claims they provide. Initiate and monitor data wallet verification flows to securely receive redacted… | 288 installs | No commit datelisted | No one-command install · Source |
| 47 | 9.251 | woogoro-auto-repair-quote-analyzermcp · ai-agents | Paste any auto repair quote or invoice into Claude/Cursor/ChatGPT and Woogoro Auto Repair MCP audits it: - Compares labor hours to Mitchell / AllData… | 517 installs | No commit datelisted | No one-command install · Source |
| 48 | 9.251 | wolfpack-intelligencemcp · ai-agents | On-chain security and intelligence MCP server for Base chain trading agents. 4 tools: token risk analysis (GoPlus + DexScreener + Dune), fast security… | 517 installs | No commit datelisted | No one-command install · Source |
| 49 | 9.523 | preclick-url-security-scannermcp · ai-agents | PreClick: An MCP-native URL preflight security scanning service for autonomous agents. It scans links for threats and confirms they match the intended… | 522 installs | No commit datelisted | No one-command install · Source |
| 50 | 9.523 | podcast-commerce-intelligencemcp · other | Extract product mentions, sponsors, and trends from podcast transcripts. Returns structured data with product names, categories, confidence scores… | 290 installs | No commit datelisted | No one-command install · Source |
| 51 | 9.795 | options-analyticsmcp · back-end | Real-time options analytics MCP server. 23 tools covering gamma/delta/vanna/charm exposure (GEX/DEX/VEX/CHEX), dealer positioning, 0DTE analytics… | 530 installs | No commit datelisted | No one-command install · Source |
| 52 | 10.068 | bmkg-mcpmcp · observability | Access real-time weather forecasts and climate data across Indonesia. Stay informed about recent seismic activity and natural disasters with official… | 566 installs | No commit datelisted | No one-command install · Source |
| 53 | 10.158 | mansamcp · other | mansa | 300 installs | No commit datelisted | No one-command install · Source |
| 54 | 10.340 | ganttamcp · other | Gantta is an AI-powered project management tool that turns conversations into actionable project plans, timelines, and task breakdowns. Tools Create… | 567 installs | No commit datelisted | No one-command install · Source |
| 55 | 10.612 | zgts-derma-rollermcp · back-end | Expert MCP server for derma roller (microneedling) guidance. 4 tools: needle size recommendations, guide search, product info, and usage protocols. 26… | 588 installs | No commit datelisted | No one-command install · Source |
| 56 | 10.793 | islamic-books-quran-reference-librarymcp · search | Search a curated library of 1,900+ Islamic books including English translations of the Holy Quran with detailed verse-by-verse commentary… | 303 installs | No commit datelisted | No one-command install · Source |
| 57 | 10.884 | dezignworksmcp · other | Query DezignWorks reverse engineering software — features, file format compatibility, pricing, and technical capabilities for CAD sketch… | 596 installs | No commit datelisted | No one-command install · Source |
| 58 | 11.156 | alltrailsmcp · back-end | Plan your hike now. Contact us for an API key. Learn more at https://Infoseek.ai | 604 installs | No commit datelisted | No one-command install · Source |
| 59 | 11.428 | basinvaultmcp · other | BasinVault Sales MCP gives AI assistants accurate, up-to-date facts about BasinVault—modules (Basin Intel, Company Vault, Equipment, free field… | 636 installs | No commit datelisted | No one-command install · Source |
| 60 | 11.700 | cloud101-koreamcp · other | 키워드 기반으로 한국어 IT/클라우드 뉴스, 기술 블로그 포스팅 및 국내외 세미나·웨비나·컨퍼런스 일정을 수집하여 제공합니다. 한국어 사용자 및 한국 기술 시장에 관심 있는 이용자들을 위한 curated 업데이트 허브입니다. 리서치, 기사 작성, 이벤트 기획 등에… | 653 installs | No commit datelisted | No one-command install · Source |
| 61 | 11.972 | orbis-api-marketplacemcp · payments | Orbis is an API marketplace built for the agent era. Access 20,200+ production APIs — crypto, AI, utilities, data, finance, geo, media, and more… | 664 installs | No commit datelisted | No one-command install · Source |
| 62 | 12.063 | lucy-apromcp · other | lucy-apro | 313 installs | No commit datelisted | No one-command install · Source |
| 63 | 12.063 | employee-zeroemployee-zeromcp · comms | Your first AI Employee. Not suggestions. Not chat. Real work. | 313 installs | No commit datelisted | No one-command install · Source |
| 64 | 12.244 | sentinel-signal-mcp-for-healthcare-claims-scoringmcp · back-end | Hosted MCP server for denial risk, prior authorization, reimbursement scoring, usage, and feedback. Includes no-signup trial keys and Smithery… | 668 installs | No commit datelisted | No one-command install · Source |
| 65 | 12.517 | barbell-toolsmcp · back-end | **CoachSync MCP** provides barbell strength training tools for AI assistants. Built for coaches, lifters, and fitness apps that want to add structured… | 682 installs | No commit datelisted | No one-command install · Source |
| 66 | 12.698 | meetsync-mcpmcp · other | meetsync-mcp | 322 installs | No commit datelisted | No one-command install · Source |
| 67 | 12.789 | financial-servicesmcp · payments | AI-powered financial services marketplace connecting borrowers with 200+ lenders across loans, mortgages, credit cards, and banking products. 20 Tools… | 696 installs | No commit datelisted | No one-command install · Source |
| 68 | 13.061 | paris-wedding-celebrantmcp · other | Paris elopement and wedding ceremony guide — packages, venues, and vendor recommendations by Naïm Terrache | 700 installs | No commit datelisted | No one-command install · Source |
| 69 | 13.333 | shipswiftmcp · front-end | Provides access to a library of iOS development recipes, including SwiftUI code, animations, and infrastructure components. Simplifies the… | 730 installs | No commit datelisted | No one-command install · Source |
| 70 | 13.333 | legal-docsmcp · other | legal-docs | 324 installs | No commit datelisted | No one-command install · Source |
| 71 | 13.605 | woogoro-roofing-quote-analyzermcp · ai-agents | Paste any roofing contractor quote into Claude/Cursor/ChatGPT and Woogoro Roofing MCP audits it: - Detects scope gaps (tear-off, underlayment, ice… | 742 installs | No commit datelisted | No one-command install · Source |
| 72 | 13.877 | queuesimmcp · ai-agents | QueueSim is a free Model Context Protocol server that gives Claude — and any MCP-speaking AI — the ability to run real discrete event queueing… | 743 installs | No commit datelisted | No one-command install · Source |
| 73 | 13.968 | aaaa-nexusmcp · other | aaaa-nexus | 331 installs | No commit datelisted | No one-command install · Source |
| 74 | 14.149 | cyclesite-the-uks-trusted-bike-marketplacemcp · auth | MCP server for Cyclesite — UK's used-bike marketplace. Live UK inventory search, sold-price valuation from real completed sales, aggregated… | 749 installs | No commit datelisted | No one-command install · Source |
| 75 | 14.421 | chairflowmcp · other | Hazel is a 24/7 AI receptionist by ChairFlow. Book appointments, check availability, manage reservations, capture leads, and get business info for… | 755 installs | No commit datelisted | No one-command install · Source |
| 76 | 14.603 | disposable-email-for-agentsmcp · auth | Create and manage temporary email addresses that expire automatically after 24 hours. Protect your primary inbox from spam by using disposable… | 334 installs | No commit datelisted | No one-command install · Source |
| 77 | 14.693 | domain-insightsmcp · observability | Analyze domain infrastructure by performing comprehensive DNS, WHOIS, and security audits. Identify technology stacks, track SSL validity, and verify… | 768 installs | No commit datelisted | No one-command install · Source |
| 78 | 14.966 | timers-studiomcp · ai-agents | gemini-extension.json n'est pas un mécanisme d'auto-discovery. Les Gemini Extensions sont publiées via Google AI Studio / Extensions Gallery, pas via… | 780 installs | No commit datelisted | No one-command install · Source |
| 79 | 15.238 | settlegrid-discoverymcp · other | settlegrid-discovery | 337 installs | No commit datelisted | No one-command install · Source |
| 80 | 15.238 | outtolunchmcp · other | Daily world briefing that tells AI assistants what's actually happening right now. Leaders, conflicts, deaths, economic data, holidays. Updated daily… | 806 installs | No commit datelisted | No one-command install · Source |
| 81 | 15.510 | context-awesomemcp · ai-agents | Provide your AI agents with instant access to the best curated resources from over 8,500 awesome lists and more than 1 million items. Discover… | 807 installs | No commit datelisted | No one-command install · Source |
| 82 | 15.782 | name-whispermcp · search | 34 MCP tools to search, register, manage, value, and trade ENS names. AI-powered intelligence layer for the ENS ecosystem. | 830 installs | No commit datelisted | No one-command install · Source |
| 83 | 15.873 | github-wiki-explorermcp · github-vcs | Navigate and understand GitHub repository documentation effortlessly by retrieving wiki structures and contents. Get direct answers to specific… | 338 installs | No commit datelisted | No one-command install · Source |
| 84 | 16.054 | unclick-2mcp · comms | AI agent tool marketplace. 60+ tools for social, e-commerce, accounting, messaging, media, and more. Search and call tools for Slack, Reddit, Discord… | 861 installs | No commit datelisted | No one-command install · Source |
| 85 | 16.326 | bitpoort-2mcp · ai-agents | On-chain blockchain data for AI agents. 41 MCP tools for whale tracking, entity analysis, exchange flows, ML predictions, wallet profiling, direct… | 864 installs | No commit datelisted | No one-command install · Source |
| 86 | 16.342 | codeforces-mcp-servermcp · back-end | Codeforces MCP Tools supercharges your AI with live competitive programming data. With 11 strictly-typed tools, it enables your AI agent to: 📊 Pull… | 645 installs | No commit datelisted | No one-command install · Source |
| 87 | 16.507 | docpulse-mcpmcp · other | docpulse-mcp | 341 installs | No commit datelisted | No one-command install · Source |
| 88 | 16.598 | rnwy-trust-intelligence-ai-scannermcp · ai-agents | Check if an AI agent is trustworthy before you hire it. Sybil detection, signed attestations, and reviewer wallet analysis across 150,000+ agents… | 896 installs | No commit datelisted | No one-command install · Source |
| 89 | 16.870 | li-fimcp · other | Cross-chain swaps, bridging, and DeFi yield discovery via the LI.FI aggregator. Provides MCP tools for quotes, routes, token and chain metadata… | 901 installs | No commit datelisted | No one-command install · Source |
| 90 | 17.142 | srv-d7aoqmh5pdvs7391dcqgmcp · ai-agents | # NWO Robotics MCP Server Control real robots, IoT devices, and autonomous agent swarms through natural language — powered by the [NWO Robotics… | 924 installs | No commit datelisted | No one-command install · Source |
| 91 | 17.142 | data-convertermcp · back-end | Convert data between over 40 formats including JSON, CSV, Excel, and PDF. Restructure complex schemas into custom layouts to ensure seamless data… | 359 installs | No commit datelisted | No one-command install · Source |
| 92 | 17.415 | skill-historymcp · search | Track download history for 70,000+ agent skills across ClawHub and skills.sh. Like star-history.com, but for agent skills. **Tools:**… | 935 installs | No commit datelisted | No one-command install · Source |
| 93 | 17.687 | focus-streak-habit-trackermcp · ai-agents | I built a free MCP server for habit tracking — connects to Claude/Cursor It generates complete habit blueprints you can import directly into Focus… | 955 installs | No commit datelisted | No one-command install · Source |
| 94 | 17.777 | human-statemcp · other | human-state | 364 installs | No commit datelisted | No one-command install · Source |
| 95 | 17.959 | tripitaka-mcpmcp · back-end | MCP server for the full Pāli Tipiṭaka — ~444,000 segments at parity with SuttaCentral (Sutta + Vinaya + Abhidhamma). Hybrid search, full-sutta fetch… | 956 installs | No commit datelisted | No one-command install · Source |
| 96 | 18.231 | stratproofmcp · auth | StratProof runs honest backtests: real fees, real slippage, walk-forward validation. Six public tools, no OAuth. Call prove_strategy to test any… | 997 installs | No commit datelisted | No one-command install · Source |
| 97 | 18.412 | sucesio-mcpmcp · other | The AI Seller for Sucesio.io — digital estate planning for expats in Europe. Structured data on product, pricing, use cases, security, and B2B… | 368 installs | No commit datelisted | No one-command install · Source |
| 98 | 18.503 | trustrails-uk-electronics-product-findermcp · observability | Search and compare 26,000+ UK electronics products across multiple retailers including AO. Get real-time prices, stock availability, and price… | 1,017 installs | No commit datelisted | No one-command install · Source |
| 99 | 18.775 | agent-newsmcp · ai-agents | Agent News from The Agent Times gives AI agents a verified, sourced, real-time intelligence layer, that helps to save tokens, time and keep agents in… | 1,034 installs | No commit datelisted | No one-command install · Source |
| 100 | 19.047 | sidearmmcp · search | Protect media using watermarking, content disruption, and adversarial hardening algorithms. Verify provenance, detect synthetic content, and perform… | 416 installs | No commit datelisted | No one-command install · Source |
Score colour shows how many signals stand behind it, never how good it is: amber, three or more; dimmer amber, two; grey, one. The Evidence column names them.
Stars, forks and last commit are as GitHub reported them when Armory last read each repository: for most, or later. A repository may have changed since.