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

RankScoreComponentDescriptionEvidenceLast commitInstall
270123.374traderepublic-mcpmcp · back-endA read-only MCP server for Trade Republic that provides portfolio, cash balance, real-time quotes, and instrument search via an unofficial API.1 forkNo one-command install · Source
270223.374authn-authz-with-mcpsmcp · back-endThis MCP server provides authentication via wallet sign-in (SIWE) and authorization with scoped access to read and trade portfolios, enabling secure…1 forkNo one-command install · Source
270323.374korea-academic-mcpmcp · back-endAn MCP server that searches Korean academic databases (KCI, DBpia, RISS) via their official Open APIs, enabling Claude and other MCP clients to…1 forkNo one-command install · Source
270423.374vimeo-mcp-servermcp · back-endAn MCP server that provides tools for interacting with the Vimeo API, enabling management of videos, transcripts, and retrieval of video statistics…1 forkNo one-command install · Source
270523.374mcp-engineering-toolsmcp · back-endAn MCP server that gives an AI assistant a set of real mechanical-engineering tools. Provides deterministic tools like material properties, beam…1 forkNo one-command install · Source
270623.374backcrew-servicem8-mcp-servermcp · back-endEnables an AI assistant to interact with ServiceM8 via natural language, supporting lookups and optionally creating or updating records, with tiered…1 forkNo one-command install · Source
270723.374erpnext-fast-mcp-servermcp · back-endEnables generic CRUD operations on ERPNext/Frappe DocTypes via MCP tools, allowing users to interact with ERPNext data like documents, reports, and…1 forkNo one-command install · Source
270823.374mind-mcpmcp · back-endAn MCP server that gives AI citizens access to a shared knowledge graph governed by 21 physics laws.1 forkNo one-command install · Source
270923.374kaiser-data-kitsunemcp · back-endDynamic MCP hub that loads and unloads servers at runtime without restarts, accessing 130,000+ servers across 7 registries.1 forkNo one-command install · Source
271023.374bolthubmcp · back-endDiscover and pay for APIs and MCP tools per call over Bitcoin Lightning (L402): search the bolthub marketplace, preview prices, and pay from your own…1 forkNo one-command install · Source
271123.374proxies-sx-mcp-servermcp · back-endEnables AI agents to autonomously buy and operate mobile proxies via MCP, supporting both API key and on-chain USDC payments for tasks like port…1 forkNo one-command install · Source
271223.374geowiremcp · back-endUnified place search and geocoding over OpenStreetMap, Google, and your own CSV data. Provider fallback, multi-provider merge + dedup, cost budgets…1 forkNo one-command install · Source
271323.374csoai-org-linkedin-outreach-mcpmcp · back-endPython MCP server for LinkedIn outreach message generation.1 forkNo one-command install · Source
271423.374pdf-letter-mcpmcp · back-endLocal MCP server that generates print-ready PDF letters with DIN 5008 compliant address positioning for window envelopes, handling structured content…1 forkNo one-command install · Source
271523.374gocanvas-mcp-server-read-onlymcp · back-endExposes read-only GoCanvas API v3 endpoints as MCP tools, enabling listing and retrieval of forms, submissions, reports, and reference data.1 forkNo one-command install · Source
271623.374mcp-openapimcp · back-endEnables AI agents to discover, search, and call any REST API described by an OpenAPI or Swagger document. Supports multiple API endpoints with…1 forkNo one-command install · Source
271723.374ena-mcpmcp · back-endAn MCP server that lets an AI assistant drive Epistemic Network Analysis models hosted on the webENA cloud service, enabling project listing, model…1 forkNo one-command install · Source
271823.374company-management-mcp-servermcp · back-endEnables managing employee information, tasks (todos), and company policies via MCP tools and resources.1 forkNo one-command install · Source
271923.374studybuddymcp · back-endAn educational MCP server demonstrating the MCP protocol with simple tools like rolling dice and returning vocabulary words.1 forkNo one-command install · Source
272023.374gemini-enterprise-mcp-servermcp · back-endConnects AI coding assistants to Google Cloud Discovery Engine APIs for semantic search, conversational RAG, and administration of datastores…1 forkNo one-command install · Source
272123.374mandi-price-advisor-mcp-servermcp · back-endProvides daily mandi commodity prices across India, compares markets, and allows setting price alerts that notify via Telegram.1 forkNo one-command install · Source
272223.374workiva-mcpmcp · back-endAn MCP server for the Workiva platform that pairs API tools with a knowledge base of confirmed API behavior, automatically attaching fixes to failing…1 forkNo one-command install · Source
272323.374mistral-ocr-mcp-servermcp · back-endExtracts text and images from PDFs and image files using the Mistral OCR API, with a security sandbox for file writes.1 forkNo one-command install · Source
272423.374lofty-mcp-servermcp · back-endEnables AI agents to interact with Lofty CRM via natural language, providing 120 tools across 22 modules for full API coverage.1 forkNo one-command install · Source
272523.374multi-source-content-summarizermcp · back-endMCP server for summarizing content from Baidu Netdisk, local files, Bilibili, X, and web articles, producing Obsidian notes with bidirectional links…1 forkNo one-command install · Source
272623.374appointment-scheduler-mcpmcp · back-endExposes the Appointment Scheduler API to AI agents as an MCP server, enabling them to list users and services, check availability, book, list, and…1 forkNo one-command install · Source
272723.374iron-bridge-construction-mcp-equipment-safety-server-2mcp · back-endProvides LLM scoped, safe access to heavy equipment data, gating high-risk actions behind capability checks, supervisor sign-off, and human…1 forkNo one-command install · Source
272823.374resistance-tools-mcpmcp · back-endMCP server for managing TON blockchain sites, deployments, DNS, and storage via the Resistance Tools platform.1 forkNo one-command install · Source
272923.374mcp-check-fixturemcp · back-endMinimal MCP server for testing GitHub PR checks pipeline, with deterministic tools echo, add, and server_info.1 forkNo one-command install · Source
273023.374modelcontextprotocol-server-wslmcp · back-endEnables Claude Desktop to interact with Windows Subsystem for Linux (WSL) environments, allowing command execution, file management, and distribution…1 forkNo one-command install · Source
273123.374ranger-mcp-servermcp · back-endEnables management of Apache Ranger access policies, masking, tag-based policies, roles, users, and groups via agentic workflows with Knox…1 forkNo one-command install · Source
273223.374smson-mcpmcp · back-endMCP server for the smsOn/mobileOn SMPP API, enabling sending SMS and checking delivery status directly from Claude Code.1 forkNo one-command install · Source
273323.374octav-api-mcp-servermcp · back-endMCP server for querying cryptocurrency portfolio data, transaction history, net worth, and historical snapshots across 20+ blockchains via the Octav…1 forkNo one-command install · Source
273423.374mcp-erpnextmcp · back-endModel Context Protocol (MCP) server for ERPNext - manage timesheets, leave applications, projects, and software releases via Claude, Gemini, or any…1 forkNo one-command install · Source
273523.374appscope-mcp-servermcp · back-endSelf-hosted MCP server for app market intelligence, enabling tools to query app download/revenue estimates, ad intensity proxies, creator mentions…1 forkNo one-command install · Source
273623.374productpilot-mcpmcp · back-endAn MCP server that helps digital product creators go from idea to a zipped, listing-ready product — including market research, product generation…1 forkNo one-command install · Source
273723.374neuvector-mcpmcp · back-endMCP server for SUSE NeuVector container security, exposing inventory, vulnerability, compliance, event, and policy data as 72 typed tools. Read-only…1 forkNo one-command install · Source
273823.374mcp-seo-auditmcp · back-endProvides on-page SEO analysis via MCP tools, including page audits, schema extraction, robots.txt checks, sitemap parsing, and link analysis. No API…1 forkNo one-command install · Source
273923.374mcp-nsamcp · back-endMCP server for Polish administrative case-law (NSA + regional administrative courts, CBOSA) with ECLI and verifiable citations.1 forkNo one-command install · Source
274023.374cinch-mcp-servermcp · back-endEnables MCP-compatible agents to query security checklists, protocols, and framework mappings to safely build and operate AI agents, with tools for…1 forkNo one-command install · Source
274123.374gisgp-gis-toolsmcp · back-endFree remote MCP server for GIS/ArcGIS Online automation — coordinate/EPSG conversion, GeoJSON validation and geometry operations, ArcGIS FeatureServer…1 forkNo one-command install · Source
274223.374kaiten-mcp-2mcp · back-endMCP server and CLI tool for interacting with Kaiten project management API, optimized for token efficiency. Enables AI assistants to search, create…1 forkNo one-command install · Source
274323.374ibo-studio-mcp-servermcp · back-endEnables AI assistants to commission cinematic campaign films and image sets from IBO, an AI-native film studio, with tools for offers, payments…1 forkNo one-command install · Source
274423.374repo-test-architectmcp · back-endocal-first, read-only MCP server that audits repository test architecture across ten language ecosystems. It returns deterministic evidence-backed…1 forkNo one-command install · Source
274523.374shoppingate-mcp-servermcp · back-endEnables merchants and customers to interact with the Shoppingate AI Platform, including product searches, inventory management, order tracking…1 forkNo one-command install · Source
274623.374pob-mcpmcp · back-endMCP server for Path of Building that enables querying and managing PoB builds and trade data through the Lua bridge and official APIs.1 forkNo one-command install · Source
274723.374litejira-mcpmcp · back-endA client-side MCP server that enables AI assistants to interact with the LiteJira issue tracking system for creating, searching, and managing issues…1 forkNo one-command install · Source
274823.374akamai-cdn-mcpmcp · back-endMCP server for Akamai CDN, enabling cache purging by URL (invalidate/delete) and read-only inspection of property configs, rule trees, and…1 forkNo one-command install · Source
274923.374tacticalrmm-mcp-servermcp · back-endProvides read-only access to TacticalRMM remote monitoring and management instances via the MCP protocol. It enables querying agents, clients, alerts…1 forkNo one-command install · Source
275023.374rpgmaker-xp-mcpmcp · back-endMCP server that reads and writes RPG Maker XP project .rxdata files, enabling AI assistants to create and edit actors, items, skills, maps, events…1 forkNo one-command install · Source
275123.374bar-assistant-mcpmcp · back-endMCP server for Bar Assistant that enables searching cocktails, managing ingredients, shelves, shopping lists, and collections via natural language.1 forkNo one-command install · Source
275223.374tinyfish-search-fetch-mcpmcp · back-endA lightweight MCP server enabling web search and content fetching via TinyFish Free Access API with support for single and burst URL fetch.1 forkNo one-command install · Source
275323.374kbsec-mcpmcp · back-endA Python MCP server wrapping KB Securities' OpenAPI, providing 75 tools for market data, stock orders, account management, and investment insights for…1 forkNo one-command install · Source
275423.374testing-agent-mcp-servermcp · back-endProvides self-healing UI/API test automation via Plan-Generate-Run-Heal cycle, exposing MCP tools for test platforms to trigger batches and retrieve…1 forkNo one-command install · Source
275523.374chuk-mcp-stacmcp · back-endA Model Context Protocol (MCP) server for searching STAC catalogs, downloading satellite bands, and creating composites via 21 tools.1 forkNo one-command install · Source
275623.374discord-provisioner-mcpmcp · back-endAn MCP server that lets AI assistants provision Discord servers (guilds, categories, channels, roles, permissions) from declarative blueprints via the…1 forkNo one-command install · Source
275723.374walletap-mcp-servermcp · back-endEnables AI assistants to issue and manage Apple Wallet and Google Wallet passes, including template creation, pass issuance, notifications, stamping…1 forkNo one-command install · Source
275823.374io-github-hcpapi-housecall-pro-mcpmcp · back-endMCP server for the Housecall Pro API, letting AI assistants read and write Housecall Pro data—customers, jobs, invoices, estimates, scheduling, and…1 forkNo one-command install · Source
275923.374cpp-espace-mcpmcp · back-endMCP server for accessing the eSpace facilities management API, enabling work orders, events, equipment, and maintenance schedule operations from…1 forkNo one-command install · Source
276023.374databricks-readonly-mcpmcp · back-endRead-only MCP server for Databricks, exposing Unity Catalog browsing and SQL execution with robust write protection via SQL AST analysis.1 forkNo one-command install · Source
276123.374jazz-tools-mcp-v2mcp · back-endMCP data connector for Jazz v2 alpha servers, providing schema discovery and query/read tools with optional mutation capabilities for application…1 forkNo one-command install · Source
276223.374els-mcp-servermcp · back-endEnables LLM agents to query the Explore Local Statistics API for local area data like employment rates and demographics.1 forkNo one-command install · Source
276323.374lyrion-mcp-servermcp · back-endEnables LLMs to control a Lyrion Music Server (LMS/Squeezebox) for playback, search, library browsing, and player management.1 forkNo one-command install · Source
276423.374linkedin-safe-mcpmcp · back-endMCP server for safe LinkedIn automation: official-API posting, comments, and likes plus guest-endpoint job search and a local application tracker.1 forkNo one-command install · Source
276523.374fieldroutes-mcp-servermcp · back-endEnables Claude to look up customers, check routes, view appointments, pull service history, and access FieldRoutes data directly in conversation.1 forkNo one-command install · Source
276623.374scaleway-ops-mcp-servermcp · back-endEnables management of Scaleway IAM (applications, API keys, policies, permission sets) and Object Storage bucket policies through an MCP server.1 forkNo one-command install · Source
276723.374ncm-mcp-servermcp · back-endMCP server for NetEase Cloud Music, enabling Claude to search songs, add and switch tracks, accept listen-together invites, and send private messages…1 forkNo one-command install · Source
276823.374robinhood-chain-mcpmcp · back-endEnables agents to query live Robinhood Chain data including tokens, wallets, Chainlink feeds, heat scores, and tracking error on tokenized equities…1 forkNo one-command install · Source
276923.374ashfords-law-firm-mcp-servermcp · back-endEnables law firm staff to automate case intake, conflict-of-interest checks, and attorney assignment through secure MCP tools without exposing…1 forkNo one-command install · Source
277023.374phylax-mcpmcp · back-endMCP server that integrates the Phylax verification API, enabling AI assistants to verify packages, repositories, and other MCP servers before use. It…1 forkNo one-command install · Source
277123.374connectsecure-mcpmcp · back-endMCP server for ConnectSecure vulnerability management, exposing 285 read-only tools to query assets, vulnerabilities, Active Directory, and more via…1 forkNo one-command install · Source
277223.374timing-climcp · back-endProvides MCP tools to read local Timing.app activity data, generate aggregated time entries, and push them to the Timing Web API.1 forkNo one-command install · Source
277323.374apifreaks-mcpmcp · back-endEnables AI to query live weather, domains, IPs, DNS, SSL, currency rates, and more via the APIFreaks API.1 forkNo one-command install · Source
277423.374leanrigor-mcp-servermcp · back-endA local-first MCP gateway that reduces context overhead in coding-agent sessions by exposing only relevant tools and enforcing task-appropriate…1 forkNo one-command install · Source
277523.374aptible-mcpmcp · back-endEnables interaction with the Aptible API for managing Aptible resources such as accounts, apps, and databases through natural language.1 forkNo one-command install · Source
277623.374aci-mcp-servermcp · back-endA Model Context Protocol server that lets AI clients read and configure a live Cisco ACI fabric via the APIC REST API, with confirmation required for…1 forkNo one-command install · Source
277723.374smart-connections-mcp-servermcp · back-endProvides semantic search and knowledge graph capabilities for Obsidian vaults using Smart Connections embeddings.1 forkNo one-command install · Source
277823.374pseudonym-mcpmcp · back-endLocal pseudonymisation MCP server that detects PII in text, replaces it with opaque tokens before sending to cloud LLMs, and restores tokens…1 forkNo one-command install · Source
277923.374freelancer-payment-protectionmcp · back-endMCP server wrapping the fpp CLI as a single generic run tool for freelancer client payment-risk checks.1 forkNo one-command install · Source
278023.374masterytracemcp · back-endMCP server wrapping the MasteryTrace CLI as a single generic run tool for skill-mastery tracking.1 forkNo one-command install · Source
278123.374altr-mcp-servermcp · back-endEnables AI assistants to manage data security on the ALTR platform for Snowflake, Databricks, and OLTP databases, offering 99 tools across 10 domains…1 forkNo one-command install · Source
278223.374onesourcemcp · back-endBlockchain data access with live chain queries, token balances, NFT metadata, and API documentation.1 forkNo one-command install · Source
278323.374mcp-fmpmcp · back-endAn MCP server connecting AI agents to the Financial Modeling Prep API for daily EOD historical stock price data.1 forkNo one-command install · Source
278423.374mcp-hkma-hkmcp · back-endProvides access to Hong Kong Monetary Authority public open data via MCP, enabling natural language queries without an API key.1 forkNo one-command install · Source
278523.374mcp-inegimcp · back-endProvides access to Mexico's INEGI (national statistics office) indicators API, enabling AI agents to query statistical data through natural language…1 forkNo one-command install · Source
278623.374pipeworx-io-marinemcp · back-endTrack vessel positions and retrieve maritime data from the marine traffic API.1 forkNo one-command install · Source
278723.374mcp-marinemcp · back-endProvides access to marine weather data from Open-Meteo's free API through natural language queries via Pipeworx MCP gateway.1 forkNo one-command install · Source
278823.374lacrm-mcp-servermcp · back-endA comprehensive MCP server for Less Annoying CRM providing 87 tools for contacts, pipelines, tasks, events, notes, emails, files, and more.1 forkNo one-command install · Source
278923.374auth0-whoami-mcp-templatemcp · back-endAn MCP server that exposes an authenticated Streamable HTTP endpoint with a whoami tool returning safe claims for the current Auth0 user.1 forkNo one-command install · Source
279023.374mediawork-mcp-servermcp · back-endProvides read-only access to Mediawork's public directory of post-production and distribution vendors, FAQ, blog, and subscription plans through…1 forkNo one-command install · Source
279123.374progear-mcp-serversmcp · back-endMCP gateway demo for basketball equipment, exposing inventory, customer, sales, and pricing tools with Okta-scoped auth.1 forkNo one-command install · Source
279223.374hypawavemcp · back-endAgent-to-agent commerce over Bitcoin Lightning: buy, sell, list, and discover files, data, APIs, and compute on a public marketplace (or privately by…1 forkNo one-command install · Source
279323.374transcriptfetch-mcp-servermcp · back-endEnables fetching YouTube transcripts, searching videos, and listing channel/playlist videos via the TranscriptFetch API.1 forkNo one-command install · Source
279423.374quotations-mcp-servermcp · back-endA read-only MCP server that provides conversational querying of quotations data (counts, values, lookups) via tools like quotation_stats…1 forkNo one-command install · Source
279523.374qa-touch-mcp-servermcp · back-endOfficial MCP server for QA Touch, enabling AI assistants to manage test cases, defects, test runs, and more via natural language.1 forkNo one-command install · Source
279623.374ciso-assistant-mcp-servermcp · back-endMCP server providing 100% coverage of the CISO Assistant GRC REST API through action-routed tools for compliance, risk management, and other security…1 forkNo one-command install · Source
279723.374csoai-org-self-healing-infrastructure-mcpmcp · back-endPython MCP server for self-healing infrastructure automation.1 forkNo one-command install · Source
279823.374eve-esi-llm-bridgemcp · back-endMCP server that connects EVE Online's ESI API to LLM clients, enabling reading private and public EVE data, resolving names and IDs, and optionally…1 forkNo one-command install · Source
279923.374ainglish-mcp-servermcp · back-endEnables AI agents to participate in the governance and use of Ainglish, an open register for AI-to-AI written English, with tools for proposing…1 forkNo one-command install · Source
280023.374nomad-staysmcp · back-endThe Nomad Stays MCP Server provides access to a curated database of remote-work-friendly accommodations around the world. This API supports both the…1 forkNo 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