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

RankScoreComponentDescriptionEvidenceLast commitInstall
150122.557cryptoapis-hd-walletmcp · back-endHD wallet management, balance queries, and sync for EVM, UTXO, and XRP via Crypto APIs.1 starNo one-command install · Source
150222.557uad-console-mcpmcp · back-endEnables reading and controlling a Universal Audio Apollo interface: channel names, faders, preamp gain, cue sends, monitor control, and more via the…1 starNo one-command install · Source
150322.557spark-ordernet-mcpmcp · back-endRead-only MCP server for accessing Spark/Ordernet brokerage accounts, including Meitav Trade, Psagot, IBI, Nesua, and Gaon. Enables querying holdings…1 starNo one-command install · Source
150422.557asset-managementmcp · back-endA local, read-only MCP server (plus CLI) over your own stock/ETF transaction log. A deterministic core computes drawdown-first risk with bootstrap…1 starNo one-command install · Source
150522.557msawmcp · back-endManages multiple SSH servers through a local workspace with MCP tools, executing commands and transferring files securely with credential isolation.1 starNo one-command install · Source
150622.557mcp-server-maimemomcp · back-endExposes the Maimemo (墨墨背单词) Open API as MCP tools, enabling AI assistants to look up words, manage mnemonics and study plans, and maintain cloud…1 starNo one-command install · Source
150722.557palisade-mcp-servermcp · back-endOnchain security scanner for DeFi traders, protecting against rugpulls, honeypots, and dangerous token approvals on Robinhood Chain and other…1 starNo one-command install · Source
150822.557hyperpingmcp · back-endOfficial Hyperping MCP server for uptime, API, cron and server monitoring. 26 tools covering monitors, outages and timelines, uptime, response time…1 starNo one-command install · Source
150922.557todolist-mcpmcp · back-endMCP server for managing ToDoList (.tdl) files, with 16 tools including task creation, completion, deletion, comments, backup/restore, and statistics.1 starNo one-command install · Source
151022.557rigol-dho-mcpmcp · back-endMCP server for controlling and reading Rigol DHO800/DHO900 oscilloscopes over LAN via SCPI commands.1 starNo one-command install · Source
151122.557fastmcp-iot-sensor-servermcp · back-endSimulates a network of IoT environmental sensors and exposes their data and controls as MCP tools that any MCP client can query and act on.1 starNo one-command install · Source
151222.557screenshots-snapshot-sitemcp · back-endScreenshot, visual-diff, and AI page-analysis API for AI agents. Capture any URL as PNG, JPEG, WebP, PDF, or HTML, diff two versions of a page to…1 starNo one-command install · Source
151322.557resume-mcp-servermcp · back-endMCP server for browsing and searching your local resume and job application documents1 starNo one-command install · Source
151422.557runapi-midjourney-mcp-servermcp · back-endProvides AI agents with Midjourney API access for image and video generation, task polling, and pricing checks through a focused MCP server.1 starNo one-command install · Source
151522.557runapi-ai-veo-3-1-mcpmcp · back-endMCP server for Veo 3.1 video generation models, enabling task creation (extend, text-to-video, upscale), status polling, and pricing checks via…1 starNo one-command install · Source
151622.557codex-computer-use-venturamcp · back-endRestores OpenAI Codex Computer Use on macOS 13 by building a clean-room MCP backend that adapts to the bundled sky interface, enabling screen…1 starNo one-command install · Source
151722.557mcp-telepizzamcp · back-endUnofficial read-only MCP server for Telepizza.es that enables querying menu, prices, offers, stores, loyalty points, and order history using your own…1 starNo one-command install · Source
151822.557zentao-mcp-servermcp · back-endA Model Context Protocol (MCP) server that integrates with Zentao's RESTful API to manage bugs, including listing, resolving, closing, and commenting…1 starNo one-command install · Source
151922.557the-mine-works-mcp-serversmcp · back-endSeven remote MCP servers exposing 51 published Apify scrapers as agent tools: company diligence, social listening, recruiting, real estate, lead…1 starNo one-command install · Source
152022.557tokencompressmcp · back-endA local, zero-cloud MCP server for token and text compression. It provides tools to compress, auto-compress, measure, and decompress text using…1 starNo one-command install · Source
152122.557eval-mcpmcp · back-endAn MCP server for prompt and RAG evaluation workflows, enabling users to register, create API keys, and run evaluations via Claude Desktop, Cursor, or…1 starNo one-command install · Source
152222.557hpe-security-director-cloud-mcpmcp · back-endAn MCP server for HPE Juniper Security Director Cloud that exposes 368 tools to manage firewall policies, NAT policies, security resources, and more…1 starNo one-command install · Source
152322.557imagine-music-mcpmcp · back-endGenerates music from text prompts via a local ACE Step API, providing tools for music generation, result checking, and listing generations.1 starNo one-command install · Source
152422.557dumang-mcpmcp · back-endMCP server for controlling DUMANG DK6 keyboard, including device discovery, LED color setting, and key blinking.1 starNo one-command install · Source
152522.557willys-mcpmcp · back-endAn MCP server for Willy:s that enables recipe-based shopping cart planning, product search, price comparison, and cart management through natural…1 starNo one-command install · Source
152622.557scern-mcpmcp · back-endProduct evaluation MCP server for US packaged food. Health scores, ingredient safety, regulatory flags, recall history, corporate ownership.1 starNo one-command install · Source
152722.557noteboxd-mcpmcp · back-endMCP server that lets AI assistants query the Noteboxd fragrance encyclopedia for fragrances, notes, accords, brands, perfumers, reviews, and charts…1 starNo one-command install · Source
152822.557sumo-mcp-readonlymcp · back-endA read-only MCP server for querying Sumo Logic logs, enabling AI assistants to search and investigate application logs with opinionated tools and…1 starNo one-command install · Source
152922.557somanylemons-mcpmcp · back-endAI-powered content marketing MCP server for creating branded video reels, LinkedIn posts, image quotes, and more via the /lemons command.1 starNo one-command install · Source
153022.557startup-gtm-skillmcp · back-endProvides an MCP server for querying a dataset of 350 Indian startups' marketing channels by stage, sector, and budget, enabling evidence-based channel…1 starNo one-command install · Source
153122.557yahoo-shopping-mcpmcp · back-endRead-only MCP server for searching Yahoo! Shopping products through the Yahoo! Shopping Item Search API v3. It supports keyword and JAN-code search…1 starNo one-command install · Source
153222.557postcept-mcpmcp · back-endMCP server for Postcept1 starNo one-command install · Source
153322.557gemini-web-mcpmcp · back-endAn MCP server for automated interaction with Gemini's web interface using Playwright and LangGraph, enabling task execution, deep research, file…1 starNo one-command install · Source
153422.557screenshot-mcpmcp · back-endCaptures webpage screenshots via ScreenshotOne API, offering desktop, mobile, and element-specific views.1 starNo one-command install · Source
153522.557holoviz-mcp-servermcp · back-endLet AI agents create interactive visualizations that render live inside your chat — no code required.1 starNo one-command install · Source
153622.557podlearn-mcp-servermcp · back-endEnables transcription, search, and lesson generation from podcast and YouTube URLs directly inside Claude Code.1 starNo one-command install · Source
153722.557guardrailaimcp · back-endAn MCP server that evaluates file write requests for sensitive data and compliance using deterministic policies and Google Gemini reasoning, providing…1 starNo one-command install · Source
153822.557agentbridge-mcp-servermcp · back-endEnables AI agents to discover, validate, and call actions from web apps through the Model Context Protocol, using a manifest of structured…1 starNo one-command install · Source
153922.557nodeland-mcpmcp · back-endMCP server that lets agents create and update persistent concept maps via the NodeLand API, returning shareable URLs for humans to view, embed, and…1 starNo one-command install · Source
154022.557scimcpmcp · back-endAn MCP server for computational materials science that enables AI assistants to generate LAMMPS simulations, parse outputs, analyze nematic order…1 starNo one-command install · Source
154122.557presence-mcpmcp · back-endPyPI-launched MCP server that exposes a living project model and outcome telemetry as read-only resources for MCP-aware clients.1 starNo one-command install · Source
154222.557roblox-super-mcpmcp · back-endA Node.js MCP server that connects MCP clients to Roblox Studio's official MCP process, adding discovery, inspection, auditing, atomic script edits…1 starNo one-command install · Source
154322.557nomad-mcpmcp · back-endExposes a HashiCorp Nomad cluster as MCP tools for AI agents, enabling read-only inspection of jobs, allocations, nodes, and deployments, with…1 starNo one-command install · Source
154422.557io-github-lsmman-fetchivemcp · back-endMCP server for extracting links from text dumps, checking duplicates, extracting YouTube transcripts (with fallbacks including speech-to-text), and…1 starNo one-command install · Source
154522.557makerperks-mcp-aql-adaptermcp · back-endEnables AI agents to browse and apply for builder perks (free credits, discounts, etc.) via a single semantic endpoint, with optional user-controlled…1 starNo one-command install · Source
154622.557fastpospalmcp · back-endFastPospal is a Python SDK and MCP server for the PosPal Web backend, enabling AI agents to manage products, members, inventory, and logistics through…1 starNo one-command install · Source
154722.557loseit-mcpmcp · back-endAn MCP server and CLI for logging food to Lose It!, enabling food search, diary management, meal logging, and weight recording via unofficial API.1 starNo one-command install · Source
154822.557aemet-mcpmcp · back-endModel Context Protocol server: plug AEMET into Claude Desktop, Cursor, Windsurf or any MCP client. Runs locally over stdio.1 starNo one-command install · Source
154922.557bountyverdictmcp · back-endMCP server offering seven paid bounded decision APIs for autonomous coding agents, including diagnosing GitHub Actions failures, classifying flaky…1 starNo one-command install · Source
155022.557discord-admin-mcpmcp · back-endAn MCP server that enables AI assistants to manage Discord servers, including roles, channels, members, messages, and moderation, via natural language…1 starNo one-command install · Source
155122.557secure-vps-operations-mcp-servermcp · back-endEnables secure, read-only inspection of a VPS over SSH through approved operations such as system health, disk usage, container logs, and service…1 starNo one-command install · Source
155222.557project-status-mcp-servermcp · back-endMCP server that exposes project status tools (plan, milestones, RAID items, blockers) allowing AI assistants to retrieve and analyze project…1 starNo one-command install · Source
155322.557conversation-navigatormcp · back-endLocal MCP server that adds a widget with 3–5 editable next-step suggestions to Codex desktop responses. Supports configurable language, persona, and…1 starNo one-command install · Source
155422.557mssql-localdb-mcpmcp · back-endA Rust MCP server for SQL Server Express LocalDB on Windows, enabling AI agents to create and manage LocalDB instances, run T-SQL scripts, and…1 starNo one-command install · Source
155522.557mcp-shield-runtimemcp · back-endMCP Shield Runtime is a local-first security gateway that controls MCP tool calls with parameter-level policies, approval gates, secret redaction…1 starNo one-command install · Source
155622.557hujjamcp · back-endAn open-source MCP server that screens stocks for Shariah compliance using auditable, versioned rules, returning separate verdicts per standard…1 starNo one-command install · Source
155722.557fluf-mcpmcp · back-endEnables AI agents to manage multichannel e-commerce inventory, list products, view orders, and raise support tickets across connected marketplaces via…1 starNo one-command install · Source
155822.557apidog-mcpmcp · back-endAn MCP server for Apidog that enables listing projects, inspecting API trees, creating modules and folders, and adding or updating requests without…1 starNo one-command install · Source
155922.557cheesecube-mcp-servermcp · back-endExposes the Cheesecube Agent API as MCP tools, enabling listing engines and templates, searching assets, and creating, previewing, and publishing…1 starNo one-command install · Source
156022.557mr-magic-mcp-servermcp · back-endBridges multiple lyrics providers (LRCLIB, Genius, Musixmatch, Melon) into a single toolchain accessible via MCP, HTTP, or CLI.1 starNo one-command install · Source
156122.557rajendarmuddasani-jiramcp · back-endIntegrates with JIRA's REST API to fetch issue details by key and search issues using JQL queries, returning formatted Markdown output for project…1 starNo one-command install · Source
156222.557jira-mcp-server-2mcp · back-endA production-ready MCP server for JIRA integration that enables AI assistants to query JIRA issues and perform searches using natural language through…1 starNo one-command install · Source
156322.557voice-notes-mcpmcp · back-endRead-only MCP server that exposes locally generated voice notes to any MCP client, allowing listing, searching, and reading transcripts, summaries…1 starNo one-command install · Source
156422.557shibley-apistatuscheck-mcp-servermcp · back-endCheck real-time operational status of 114+ cloud services and APIs (AWS, GitHub, Stripe, OpenAI, Vercel, etc.) directly from AI assistants. Published…1 starNo one-command install · Source
156522.557cobie-mcpmcp · back-endMCP server for COBie Excel validation, updates, and PDF extraction.1 starNo one-command install · Source
156622.557yandex-tracker-mcpmcp · back-endMCP server for Yandex Tracker API, enabling AI assistants to search, read, create, and edit issues, as well as manage comments, attachments, and links…1 starNo one-command install · Source
156722.557diyan-research-mcpmcp · back-endRead-only MCP server that provides enterprise research frameworks, frozen snapshots, and historical factor summaries with sources and falsification…1 starNo one-command install · Source
156822.557fdx-mcp-servermcp · back-endEnables reading and writing local files via MCP, supporting Bun, Deno, or Node.js runtimes.1 starNo one-command install · Source
156922.557tooldockmcp · back-endExposes a typed Python function as a CLI command, REST endpoint, and MCP tool without adding transport code.1 starNo one-command install · Source
157022.557mortgage-mcpmcp · back-endMCP server for mortgage loan processing, providing tools to look up property info, analyze locality, verify documents, schedule site visits, evaluate…1 starNo one-command install · Source
157122.557shopify-multistore-mcpmcp · back-endEnables conversational Admin API read/write across multiple Shopify stores with a production write-gate for safety.1 starNo one-command install · Source
157222.557mcp-kr-controllermcp · back-endAn MCP server for controlling KR-series relay controllers via serial, TCP, or UDP, featuring auto-discovery, relay control, and advanced PLC…1 starNo one-command install · Source
157322.557leclerc-drive-mcpmcp · back-endUnofficial MCP and CLI server to read a user's current E.Leclerc Drive catalog through a persistent Camoufox browser session, enabling product search…1 starNo one-command install · Source
157422.557connhex-mcp-servermcp · back-endEnables natural language interaction with Connhex IoT platform APIs for managing devices, telemetry, rules, and resources via MCP tools.1 starNo one-command install · Source
157522.557ossinsight-mcp-servermcp · back-endA Model Context Protocol (MCP) server for querying GitHub repository analytics from OSSInsight, providing repo metadata, trending repos, curated…1 starNo one-command install · Source
157622.557clash-of-clans-mcp-servermcp · back-endEnables AI-assisted clan analysis for Clash of Clans by reading official API data and applying customizable rubrics for war grading, promotion…1 starNo one-command install · Source
157722.557frank-energie-mcpmcp · back-endExposes Frank Energie energy data (electricity and gas prices, account info) as MCP tools for LLMs, using python-frank-energie for API communication.1 starNo one-command install · Source
157822.557kimi-project-intelligence-mcpmcp · back-endA Model Context Protocol server for Kimi-CLI that provides semantic project indexing, intelligent code retrieval, and dynamic skill routing to enhance…1 starNo one-command install · Source
157922.557mimo-vision-mcp-2mcp · back-endAn MCP server that uses Xiaomi MiMo v2.5 multimodal model to provide image recognition capabilities (description, multi-image analysis, OCR, and image…1 starNo one-command install · Source
158022.557mcp-local-servermcp · back-endA lightweight local MCP server built with FastMCP for exposing custom tools to MCP-compatible clients. Enables local development and testing of MCP…1 starNo one-command install · Source
158122.557topyappers-mcp-servermcp · back-endGives AI agents access to the TopYappers API for discovering viral content, trending songs, influencers, and outreach agent email history.1 starNo one-command install · Source
158222.557topyappersmcp · back-endDiscovers viral content, trending songs, and influencers across TikTok, Instagram, and YouTube through the TopYappers API.1 starNo one-command install · Source
158322.557glm-visionmcp · back-endMCP server that gives text-only models vision capabilities via free GLM vision models, supporting image description, OCR, chart/document analysis, and…1 starNo one-command install · Source
158422.557mnova-mcpmcp · back-endMCP server for MestReNova 15 that enables processing 1D NMR data, importing ChemDraw structures, running Mnova Verify, and writing back assignments…1 starNo one-command install · Source
158522.557kognar-nginx-manager-mcp-servermcp · back-endMCP server that abstracts the Nginx Proxy Manager API, enabling management of proxy hosts, redirections, streams, certificates, access lists, and…1 starNo one-command install · Source
158622.557claw-sitemcp · back-endA Python MCP server that extracts URLs, page content (with browser rendering fallback), and text from images via OCR.1 starNo one-command install · Source
158722.557pepabo-muumuu-domain-mcpmcp · back-endOfficial remote MCP server for Muumuu Domain (GMO Pepabo). Search and register domains, manage owned domains and contracts, and configure DNS records…1 starNo one-command install · Source
158822.557pepabo-colormeshop-mcpmcp · back-endOfficial remote MCP server for Color Me Shop (GMO Pepabo), a Japanese e-commerce platform. Manage orders, products, inventory, customers, coupons, and…1 starNo one-command install · Source
158922.557mcp-mockmcp · back-endA lightweight mock MCP server for local testing and resilience experiments, providing predictable tool responses with simulated latency and errors.1 starNo one-command install · Source
159022.557mcp-avangenio-servicesmcp · back-endMCP server that exposes Avangenio's service status by fetching and parsing status.avangenio.com/data.txt into normalized JSON.1 starNo one-command install · Source
159122.557pirsch-mcp-servermcp · back-endA read-only MCP server for the Pirsch Analytics API that lets users list domains and query traffic, pages, events, and other analytics metrics through…1 starNo one-command install · Source
159222.557grasp-mcp-servermcp · back-endA Windows desktop control MCP server that gives Claude eyes and hands—screen capture with coordinate-grid overlays, pixel-perfect DPI-correct…1 starNo one-command install · Source
159322.557capcut-mcp-3mcp · back-endAn MCP server that assembles CapCut International projects by reading and writing local project files, adding captions, subtitles, overlays, and more…1 starNo one-command install · Source
159422.557hills-mcp-servermcp · back-endAn MCP server for exploring British and Irish hills (Munros, Wainwrights, Corbetts, Marilyns) with offline search, nearby hills, and detailed hill…1 starNo one-command install · Source
159522.557dsr-mcp-servermcp · back-endProvides AI assistants with tools to query, manipulate, and analyze Deep State Representation (DSR) graphs for robot perception and scene…1 starNo one-command install · Source
159622.557nasbridgemcp · back-endAn MCP server for TrueNAS that lets users manage ZFS pools, datasets, shares, snapshots, VMs, alerts, and network configuration through natural…1 starNo one-command install · Source
159722.557tollboothswap-mcpmcp · back-endMCP server for non-custodial token swaps and honeypot/rug-pull safety checks across 8 blockchains, with free quotes and paid x402-based transaction…1 starNo one-command install · Source
159822.557atlassian-mcp-server-2mcp · back-endEnables AI agents to manage Jira issues and Confluence pages via natural language, including creating, updating, searching, and uploading file…1 starNo one-command install · Source
159922.557meta-ai-demos-mcpmcp · back-endEnables using Meta AI Demos (aidemos.meta.com) tools from Cursor via MCP, including SAM3 template management, media upload, and GraphQL calls.1 starNo one-command install · Source
160022.557pymso5000-mcp-servermcp · back-endEnables AI agents to control Rigol MSO5000 oscilloscopes through VISA, including acquisition, channels, trigger, timebase, waveform generator…1 starNo 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