Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 3101 | 29.013 | socialapismcp · back-end | Unified API for extracting data from Facebook, Instagram, TikTok, and other social platforms at scale. | 1 star · 1 fork | No one-command install · Source | |
| 3102 | 29.013 | multi-agent-mcp-servermcp · back-end | Provides 7 tools for weather (geocoding, current conditions) and country data (capital, currency, population, dial code, flag) via Open-Meteo and… | 1 star · 1 fork | No one-command install · Source | |
| 3103 | 29.013 | microsoft-graph-mcp-servermcp · back-end | Enables AI assistants to interact with Microsoft 365 services (users, mail, calendar, files) via Microsoft Graph API. | 1 star · 1 fork | No one-command install · Source | |
| 3104 | 29.013 | tresor4k-macalc-mcpmcp · back-end | The most comprehensive everyday calculator MCP server — 501 tools, 22 categories, 8 countries' tax systems (FR, BE, CH, CA, US, UK, MA, SN). Finance… | 1 star · 1 fork | No one-command install · Source | |
| 3105 | 29.013 | tweekit-mcp-servermcp · back-end | Universal media ingestion and transformation service for AI workflows that converts over 400 file types into AI-compatible formats. | 1 star · 1 fork | No one-command install · Source | |
| 3106 | 29.013 | pdns-mcp-servermcp · back-end | MCP server for managing PowerDNS DNS records through the PowerDNS-Admin API. Supports listing zones, getting zone details, and creating, updating… | 1 star · 1 fork | No one-command install · Source | |
| 3107 | 29.013 | datacenter-mcp-servermcp · back-end | Provides professional-grade data center engineering calculations including cooling, power, GPU thermal optimization, UPS/battery sizing, tier… | 1 star · 1 fork | No one-command install · Source | |
| 3108 | 29.013 | mem0-mcp-2mcp · back-end | A server that wraps a self-hosted mem0 REST API as MCP tools for Claude Desktop and Claude Code, enabling memory operations such as adding, searching… | 1 star · 1 fork | No one-command install · Source | |
| 3109 | 29.013 | ignition-mcpmcp · back-end | MCP server for Inductive Automation Ignition, enabling AI assistants to browse and write tags, query history and alarms, manage projects, and deploy… | 1 star · 1 fork | No one-command install · Source | |
| 3110 | 29.013 | erp-mcpmcp · back-end | Exposes ERP data (production orders, inventory, BOM, customers) to any MCP client through a backend-neutral interface, with a mock backend for… | 1 star · 1 fork | No one-command install · Source | |
| 3111 | 29.013 | italian-law-mcpmcp · back-end | MCP server for Italian law – indexes statutes from Normattiva such as Codice Civile, Codice Penale, and more, with EU implementation mapping. | 1 star · 1 fork | No one-command install · Source | |
| 3112 | 29.013 | fortra-fim-mcpmcp · back-end | MCP server for interacting with Tripwire Enterprise REST API, enabling file integrity monitoring workflows such as node management, policy tests… | 1 star · 1 fork | No one-command install · Source | |
| 3113 | 29.013 | carddav-mcpmcp · back-end | A CardDAV MCP server that exposes contacts and address books as tools for AI assistants. | 1 star · 1 fork | No one-command install · Source | |
| 3114 | 29.013 | kommo-mcpmcp · back-end | Self-hosted MCP server that connects AI assistants to Kommo CRM (API v4), enabling real-time CRM actions such as creating/managing leads, tasks… | 1 star · 1 fork | No one-command install · Source | |
| 3115 | 29.013 | enrow-mcp-servermcp · back-end | Enables AI assistants to find and verify professional emails and phone numbers via the Enrow API. | 1 star · 1 fork | No one-command install · Source | |
| 3116 | 29.013 | connectmegurumcp · back-end | An official MCP server for ConnectMeGuru to search active travel eSIM packages, apply discount coupons, check wallet balance, and purchase eSIM plans… | 1 star · 1 fork | No one-command install · Source | |
| 3117 | 29.013 | xiaoya-teacher-mcp-servermcp · back-end | 专为教师设计的小雅智能教学平台教育管理MCP服务器，集成课程资源管理、题目创建、试卷配置、班级查询、签到统计、任务测验与批阅等功能。 | 1 star · 1 fork | No one-command install · Source | |
| 3118 | 29.013 | peterbeck111-knowledgelib-iomcp · back-end | Search 1,500+ pre-verified, cited knowledge units across 16 domains. 6 tools: query, batch query, get unit, list domains, suggest topics, report… | 1 star · 1 fork | No one-command install · Source | |
| 3119 | 29.013 | lark-agentcore-gateway-interceptor-mcp-servermcp · back-end | Enables Bedrock agents to act as a Lark user, performing document operations (list, create, edit, delete) and identity verification via Lark's REST… | 1 star · 1 fork | No one-command install · Source | |
| 3120 | 29.013 | pixio-mcpmcp · back-end | An MCP server providing access to 554+ generative AI models with spend safety guardrails, enabling text-to-image, image-to-video, and more through a… | 1 star · 1 fork | No one-command install · Source | |
| 3121 | 29.013 | ghl-internal-climcp · back-end | Enables AI agents to interact with GoHighLevel's internal v2 API, managing Agent Studio, Voice AI, and Knowledge Base features through natural… | 1 star · 1 fork | No one-command install · Source | |
| 3122 | 29.013 | sorftime-mcp-servermcp · back-end | Remote MCP server for read-only Sorftime Enterprise API access, enabling product, category, and keyword data queries with per-user JWT authentication… | 1 star · 1 fork | No one-command install · Source | |
| 3123 | 29.013 | mcp-camptocampmcp · back-end | Exposes the Camptocamp.org API to LLMs, enabling querying of alpine routes, summit altitudes, and course descriptions with reliable data to avoid… | 1 star · 1 fork | No one-command install · Source | |
| 3124 | 29.013 | xiaozhi-mcphubmcp · back-end | Multi-user MCP server with user isolation, permissions, resource sharing, and an admin console for managing MCP tools across users. | 1 star · 1 fork | No one-command install · Source | |
| 3125 | 29.013 | handoffosmcp · back-end | An enterprise workflow intelligence MCP server that reconstructs events into live workflow state, detects bottlenecks with deterministic rules, and… | 1 star · 1 fork | No one-command install · Source | |
| 3126 | 29.013 | mcp-firestoredbmcp · back-end | A comprehensive MCP server for Google Cloud Firestore database operations, providing tools for document management, batch processing, collection… | 1 star · 1 fork | No one-command install · Source | |
| 3127 | 29.013 | splitwise-mcp-server-2mcp · back-end | A standalone MCP server that provides complete access to the Splitwise API, enabling natural language management of expenses, groups, friends, and… | 1 star · 1 fork | No one-command install · Source | |
| 3128 | 29.013 | bridgemcpmcp · back-end | A Python framework for building MCP servers that makes it simple to expose application data and actions to AI clients like Claude Desktop, Cursor, and… | 1 star · 1 fork | No one-command install · Source | |
| 3129 | 29.013 | atlaspi-mcpmcp · back-end | Historical geography for AI agents: 1,000+ polities with real GeoJSON borders, dynastic succession chains, events, cities and trade routes from 4500… | 1 star · 1 fork | No one-command install · Source | |
| 3130 | 29.013 | windirstat-mcp-servermcp · back-end | Enables real-time Windows storage analysis, deep folder scanning, safety tiering, and protected cleanup operations through natural language. | 1 star · 1 fork | No one-command install · Source | |
| 3131 | 29.013 | euiccbridgemcp · back-end | Enables management of eSIM profiles, SMS, and cellular modem diagnostics on Linux through a CLI and MCP server with safety defaults. | 1 star · 1 fork | No one-command install · Source | |
| 3132 | 29.013 | defluffmcp · back-end | Deterministic fluff detector for AI-generated prose. No model, no API key. | 1 star · 1 fork | No one-command install · Source | |
| 3133 | 29.013 | ghl-commandmcp · back-end | GoHighLevel MCP server for Claude. 212 tools across 43 modules, including the only programmatic GHL workflow builder (private API… | 1 star · 1 fork | No one-command install · Source | |
| 3134 | 29.013 | auxmcp · back-end | An MCP server that turns your AI into a Spotify DJ, enabling mood-based playback, auto-DJ, party rooms, and playlist roasting. | 1 star · 1 fork | No one-command install · Source | |
| 3135 | 29.013 | omniology-mcp-servermcp · back-end | Enables AI agents to participate in Solana mainnet contests judged by AI, with tools for registration, entry submission, and payout tracking, earning… | 1 star · 1 fork | No one-command install · Source | |
| 3136 | 29.013 | india-market-mcpmcp · back-end | Comprehensive MCP server for Indian stock market with 60 tools covering NSE/BSE, derivatives, mutual funds, technicals, and more, requiring no API… | 1 star · 1 fork | No one-command install · Source | |
| 3137 | 29.013 | azure-mcp-blueprintmcp · back-end | Deploys a Model Context Protocol (MCP) server on Azure with industry-specific templates, sample data, and pre-configured tools for AI agents to query… | 1 star · 1 fork | No one-command install · Source | |
| 3138 | 29.013 | gowin-mcpmcp · back-end | An MCP server that turns Gowin EDA build reports into structured data. | 1 star · 1 fork | No one-command install · Source | |
| 3139 | 29.013 | abm-dev-mcp-servermcp · back-end | Account-based marketing enrichment for AI agents. Enriches people and companies from email, LinkedIn URL, or domain with cited multi-source fields. | 1 star · 1 fork | No one-command install · Source | |
| 3140 | 29.013 | fivem-mcpmcp · back-end | A focused MCP server for FiveM teams to scaffold resources, generate NUI templates, and perform safe file edits. | 1 star · 1 fork | No one-command install · Source | |
| 3141 | 29.013 | aol-mail-mcp-servermcp · back-end | Enables reading, searching, sending, and managing AOL Mail emails and folders via natural language, compatible with VS Code Copilot and Claude… | 1 star · 1 fork | No one-command install · Source | |
| 3142 | 29.013 | iikocloud-mcpmcp · back-end | MCP server that exposes 236 iikoCloud API methods across 22 domains as configurable tools, supporting multi-tenancy with credentials passed through… | 1 star · 1 fork | No one-command install · Source | |
| 3143 | 29.013 | mcp-gscmcp · back-end | MCP server for Google Search Console, enabling querying search analytics, URL inspection, sitemap management, and more via natural language. | 1 star · 1 fork | No one-command install · Source | |
| 3144 | 29.013 | sattva-dokploy-mcpmcp · back-end | MCP server for Dokploy that dynamically generates 420+ tools from the Dokploy OpenAPI spec, enabling deployment, management, and monitoring of… | 1 star · 1 fork | No one-command install · Source | |
| 3145 | 29.013 | docker-telethon-plusmcp · back-end | Exposes a Telegram user account via MCP, enabling AI agents to send, read, and manage messages, chats, and media using full MTProto access through… | 1 star · 1 fork | No one-command install · Source | |
| 3146 | 29.013 | weeek-mcp-smartmcp · back-end | WEEEK MCP server that allows creating, reading, updating, moving, and completing tasks using names instead of IDs for projects, columns, and… | 1 star · 1 fork | No one-command install · Source | |
| 3147 | 29.013 | airtest-mcpmcp · back-end | A local Model Context Protocol server that enables MCP clients to control Android, iOS, and Windows devices through AirtestIDE, supporting device… | 1 star · 1 fork | No one-command install · Source | |
| 3148 | 29.013 | prg-mcpmcp · back-end | Enables interaction with the Polish National Register of Borders (PRG) data, currently providing health status monitoring and a server skeleton for… | 1 star · 1 fork | No one-command install · Source | |
| 3149 | 29.013 | ssas-mcp-servermcp · back-end | A read-only MCP server for querying SQL Server Analysis Services (multidimensional cubes via MDX and tabular models via DAX) using Windows Integrated… | 1 star · 1 fork | No one-command install · Source | |
| 3150 | 29.013 | tebra-mcp-servermcp · back-end | MCP server for Tebra practice management that gives AI agents access to 45 tools for patients, appointments, billing, documents, and clinical data via… | 1 star · 1 fork | No one-command install · Source | |
| 3151 | 29.013 | jamesrosing-tebramcp · back-end | Connects AI agents to Tebra practice management with SOAP and FHIR APIs. | 1 star · 1 fork | No one-command install · Source | |
| 3152 | 29.013 | davinci-mcp-servermcp · back-end | Enables AI assistants to manage and troubleshoot PingOne DaVinci identity orchestration flows, applications, connectors, variables, and forms through… | 1 star · 1 fork | No one-command install · Source | |
| 3153 | 29.013 | xmlriver-mcpmcp · back-end | MCP server for XMLRiver enabling Google and Yandex SERP parsing, Yandex Wordstat keyword frequency, indexing checks, and account operations. | 1 star · 1 fork | No one-command install · Source | |
| 3154 | 29.013 | fossa-mcpmcp · back-end | Enables AI assistants to inspect FOSSA organizations and answer software composition analysis questions through a read-only MCP server. | 1 star · 1 fork | No one-command install · Source | |
| 3155 | 29.013 | mcpcloudmcp · back-end | A self-hosted MCP gateway that lets you write Python functions and register them as skills to be used as tools by any MCP-compatible client like… | 1 star · 1 fork | No one-command install · Source | |
| 3156 | 29.013 | primermcp · back-end | An MCP server that provides an open, local-first record of a child's learning, enabling an AI tutor to read, teach from, and update the child's… | 1 star · 1 fork | No one-command install · Source | |
| 3157 | 29.013 | marketplace-search-mcpmcp · back-end | MCP server that searches Facebook Marketplace and Craigslist for items for sale, returning structured JSON listings with filtering, deduplication, and… | 1 star · 1 fork | No one-command install · Source | |
| 3158 | 29.013 | junobuild-mcp-servermcp · back-end | Manage satellites, hosting, serverless functions, changes and more through any MCP-compatible client. Includes a built-in documentation tool to access… | 1 star · 1 fork | No one-command install · Source | |
| 3159 | 29.013 | live-ketcher-mcpmcp · back-end | MCP server that connects AI assistants to a live Ketcher window, the open-source web-based chemical structure editor. Draw, edit, and organize… | 1 star · 1 fork | No one-command install · Source | |
| 3160 | 29.013 | mdmcpmcp · back-end | Turns Markdown files into local MCP servers, enabling users to define and run tools using simple Markdown syntax with zero dependencies. | 1 star · 1 fork | No one-command install · Source | |
| 3161 | 29.013 | splits-mcp-servermcp · back-end | Enables managing Splits transactions, accounts, signers, and authentication through natural language or AI assistants. | 1 star · 1 fork | No one-command install · Source | |
| 3162 | 29.013 | parentsquare-mcp-2mcp · back-end | A local MCP server for reading ParentSquare data (feeds, calendar, messages, directory, groups, and more) using undocumented internal APIs. It enables… | 1 star · 1 fork | No one-command install · Source | |
| 3163 | 29.013 | zelosleone-hevymcp · back-end | Integrates with the Hevy fitness API to manage workouts, routines, exercise templates, and exercise history. | 1 star · 1 fork | No one-command install · Source | |
| 3164 | 29.013 | mcp-isapmcp · back-end | MCP server for Polish legislation (ISAP / Sejm) — search acts (Dz.U., M.P.) and fetch full texts with ELI identifiers and verifiable citations. | 1 star · 1 fork | No one-command install · Source | |
| 3165 | 29.013 | hong-kong-government-development-geography-and-land-information-mcp-servermcp · back-end | Provides access to government development, geography and land information data through a FastMCP interface, including data on new building plans… | 1 star · 1 fork | No one-command install · Source | |
| 3166 | 29.013 | hong-kong-community-and-social-welfare-mcp-servermcp · back-end | Enables querying of Hong Kong government data on elderly community care services, such as waiting times and applicant counts. | 1 star · 1 fork | No one-command install · Source | |
| 3167 | 29.013 | hong-kong-government-security-incident-mcp-servermcp · back-end | Enables users to retrieve Hong Kong government security incident reports from the Digital Policy Office. Provides a FastMCP interface for querying the… | 1 star · 1 fork | No one-command install · Source | |
| 3168 | 29.013 | hong-kong-government-environment-mcp-servermcp · back-end | Provides access to Hong Kong government environment data, including the current Air Quality Health Index (AQHI) from monitoring stations across Hong… | 1 star · 1 fork | No one-command install · Source | |
| 3169 | 29.013 | hong-kong-food-data-mcp-servermcp · back-end | Provides access to Hong Kong food data, including wholesale food prices, through a FastMCP interface. | 1 star · 1 fork | No one-command install · Source | |
| 3170 | 29.013 | hk-misc-mcp-servermcp · back-end | Provides access to Hong Kong government auction data for confiscated, used/surplus, and unclaimed items via a FastMCP interface. | 1 star · 1 fork | No one-command install · Source | |
| 3171 | 29.013 | jimothysnicket-gemini-imagemcp · back-end | Generate and edit images using the Google Gemini API. | 1 star · 1 fork | No one-command install · Source | |
| 3172 | 29.013 | gemini-image-mcpmcp · back-end | MCP server for Google Gemini image generation, editing, and processing, with two tools and no bloat. | 1 star · 1 fork | No one-command install · Source | |
| 3173 | 29.013 | universal-ai-hubmcp · back-end | A secure multi-LLM gateway with dual REST and MCP interfaces, enabling tool-gated access to AI providers and web search with structural sandboxing. | 1 star · 1 fork | No one-command install · Source | |
| 3174 | 29.013 | apidog-tests-mcpmcp · back-end | MCP server for managing Apidog test cases, scenarios, suites, and test data, providing full read/write access to Apidog's test management features. | 1 star · 1 fork | No one-command install · Source | |
| 3175 | 29.013 | acabala-apidog-testsmcp · back-end | Manage Apidog test cases, scenarios, suites, and test data from AI agents. | 1 star · 1 fork | No one-command install · Source | |
| 3176 | 29.013 | moengage-mcpmcp · back-end | MCP server for MoEngage marketing platform, exposing campaign and email-template tools with full campaign targeting filter tree via API-key auth. | 1 star · 1 fork | No one-command install · Source | |
| 3177 | 29.013 | fast-odoo-mcpmcp · back-end | An MCP server that enables AI assistants to interact with Odoo ERP systems, allowing natural language access to business data, CRUD operations, and… | 1 star · 1 fork | No one-command install · Source | |
| 3178 | 29.013 | deepseek-harness-codex-bridgemcp · back-end | This MCP server enables Codex to delegate bounded subtasks to DeepSeek Harness through MCP, with persistent JSON mailbox messaging and proactive task… | 1 star · 1 fork | No one-command install · Source | |
| 3179 | 29.013 | vid-factory-convertagentmcp · back-end | File conversion engine available as CLI, REST API, and MCP server for transforming documents, images, and media between formats. | 1 star · 1 fork | No one-command install · Source | |
| 3180 | 29.013 | convertagentmcp · back-end | File conversion built for AI agents. CLI, REST API, and MCP server — all sharing one engine. | 1 star · 1 fork | No one-command install · Source | |
| 3181 | 29.013 | little-green-light-mcp-servermcp · back-end | Enables AI assistants to securely interact with the Little Green Light CRM database for tasks like searching constituents, logging gifts, managing… | 1 star · 1 fork | No one-command install · Source | |
| 3182 | 29.013 | fundos-mcpmcp · back-end | AI-native MCP server for fund managers — deal pipeline, LP management, covenant monitoring, VDR document intelligence, fund accounting (K-1… | 1 star · 1 fork | No one-command install · Source | |
| 3183 | 29.013 | thermal-mcp-servermcp · back-end | A physics engine for liquid-cooled GPU systems, exposed as an AI-callable MCP server. Enables thermal analysis, coolant comparison, flow optimization… | 1 star · 1 fork | No one-command install · Source | |
| 3184 | 29.013 | cnghockey-sats4ai-mcp-servermcp · back-end | Permissionless communication supercharger for AI agents — phone calls, SMS, fax, translation (119 languages), text-to-speech, audiobook generation… | 1 star · 1 fork | No one-command install · Source | |
| 3185 | 29.013 | icpquery-mcpmcp · back-end | MCP server for querying ICP filing information and illegal blacklist data for websites, apps, mini-programs, and quick apps. | 1 star · 1 fork | No one-command install · Source | |
| 3186 | 29.013 | social0-mcpmcp · back-end | MCP server to manage social media accounts from AI assistants, enabling post creation, scheduling, publishing, and media uploads across multiple… | 1 star · 1 fork | No one-command install · Source | |
| 3187 | 29.013 | gh-asume21-webearmcp · back-end | Capture and analyze live Web Audio API output from running web applications. | 1 star · 1 fork | No one-command install · Source | |
| 3188 | 29.013 | theyahia-yandex-metrikamcp · back-end | Integrates with Yandex.Metrika analytics API for counters, reports, visitor stats, and traffic source analysis. | 1 star · 1 fork | No one-command install · Source | |
| 3189 | 29.013 | timesheet-mcp-servermcp · back-end | Enables natural language control of the Timesheet API for timer management, task tracking, and project management through MCP tools. | 1 star · 1 fork | No one-command install · Source | |
| 3190 | 29.013 | bitbucket-mcp-2mcp · back-end | A Model Context Protocol server for Bitbucket Cloud that lets agents read pull request diffs, comments, and pipeline logs, as well as write PR… | 1 star · 1 fork | No one-command install · Source | |
| 3191 | 29.013 | slsk-mcpmcp · back-end | An MCP server that enables AI assistants to log into Soulseek, search the network, and download files through simple tool calls. | 1 star · 1 fork | No one-command install · Source | |
| 3192 | 29.013 | secrets-audit-mcpmcp · back-end | Detects leaked credentials in source code with tools to scan text, files, and directories for API keys, tokens, and private keys across 30+ providers. | 1 star · 1 fork | No one-command install · Source | |
| 3193 | 29.013 | tokenguard-mcpmcp · back-end | MCP server providing 10 crypto/DeFi data tools (prices, gas, Fear & Greed, TVL, etc.) with no API keys required. | 1 star · 1 fork | No one-command install · Source | |
| 3194 | 29.013 | io-github-engr-faizanali-text-to-speechmcp · back-end | Text-to-speech MCP server that enables AI assistants to read text aloud on the user's computer using Windows SAPI, with no API key or cloud service… | 1 star · 1 fork | No one-command install · Source | |
| 3195 | 29.013 | apptics-mcp-servermcp · back-end | Provides tools to query Zoho Apptics analytics data (crashes, devices, etc.) and automate iOS SDK integration into Xcode projects. | 1 star · 1 fork | No one-command install · Source | |
| 3196 | 29.013 | aliyun-rds-supabase-mcp-servermcp · back-end | MCP server for Supabase instances running on Aliyun RDS, enabling AI assistants to interact with your Supabase instance hosted on Aliyun cloud… | 1 star · 1 fork | No one-command install · Source | |
| 3197 | 29.013 | controld-mcpmcp · back-end | A local MCP server for safely managing Control D DNS by conversation, enabling inspection of profiles and endpoints, diagnosing blocked queries, and… | 1 star · 1 fork | No one-command install · Source | |
| 3198 | 29.013 | devhubmcp · back-end | Self-hosted operational dashboard and MCP server that catalogs runnable services and their operational context, offering a read-only MCP endpoint to… | 1 star · 1 fork | No one-command install · Source | |
| 3199 | 29.013 | mcp-yandex-directmcp · back-end | Enables managing Yandex Direct PPC campaigns, ad groups, ads, and keywords, plus pulling performance statistics via the Yandex Direct API v5. | 1 star · 1 fork | No one-command install · Source | |
| 3200 | 29.013 | cyanheads-pentest-mcp-servermcp · back-end | Offline methodology engine and payload workshop for authorized penetration testing, CTF, security research, and education via MCP. | 1 star · 1 fork | 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.