Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 4101 | 32.180 | ris-austria-mcp-servermcp · back-end | Search Austrian consolidated federal & state law, court decisions, and the authentic Bundesgesetzblatt from the official RIS via MCP, keyless and… | 2 stars | No one-command install · Source | |
| 4102 | 32.180 | moodlia-mcp-servermcp · back-end | Enables LLM agents and automation tools to interact with Moodle through a permission-checked MCP endpoint, covering courses, activities, question… | 2 stars | No one-command install · Source | |
| 4103 | 32.180 | ai-mcp-terminalmcp · back-end | Multi-threaded terminal management MCP server for AI assistants, enabling async command execution, batch operations, and real-time web monitoring with… | 2 stars | No one-command install · Source | |
| 4104 | 32.180 | channel3-mcp-servermcp · back-end | Enables product search and shopping assistance through natural language, with a free tier available without API key. | 2 stars | No one-command install · Source | |
| 4105 | 32.180 | gh-ewanlimr25-unusual-whalesmcp · back-end | Suite of 10 servers for analyzing stock and options data exported from Unusual Whales. | 2 stars | No one-command install · Source | |
| 4106 | 32.180 | mcp-football-datamcp · back-end | Access football (soccer) data including competitions, matches, standings, and team details via the Football-Data.org API. | 2 stars | No one-command install · Source | |
| 4107 | 32.180 | mcp-va-museummcp · back-end | MCP server for querying the Victoria and Albert Museum (V\&A) collections via natural language or direct tool calls. | 2 stars | No one-command install · Source | |
| 4108 | 32.180 | sbb-open-data-mcp-servermcp · back-end | An MCP server for Swiss Federal Railways (SBB) open data, enabling AI models to query real-time disruptions, passenger frequencies, station details… | 2 stars | No one-command install · Source | |
| 4109 | 32.925 | protein-mcp-server-2mcp · back-end | Federated protein structure & annotation across experimental (PDB) and predicted (AlphaFold) models. | 1,867 installs | No commit datelisted | No one-command install · Source |
| 4110 | 33.197 | socrata-mcp-servermcp · back-end | Search and query government open-data portals (Socrata SODA API). | 1,882 installs | No commit datelisted | No one-command install · Source |
| 4111 | 33.469 | gigoramcp · back-end | Live-concert discovery for AI agents — search 44,000+ upcoming concerts worldwide by city, artist, genre or festival. Hosted, no API key required. | 1,922 installs | No commit datelisted | No one-command install · Source |
| 4112 | 34.013 | reference-data-mcp-servermcp · back-end | Countries, timezones, elements, constants, HTTP status codes, unit conversion, and MIME type lookup. | 1,931 installs | No commit datelisted | No one-command install · Source |
| 4113 | 34.557 | openvan-travelmcp · back-end | OpenVan MCP Server exposes OpenVan.camp public APIs over the Model Context Protocol: fuel prices across 125+ countries, VanSky weather suitability… | 1,958 installs | No commit datelisted | No one-command install · Source |
| 4114 | 34.829 | national-parks-mcp-server-2mcp · back-end | Plan US National Park Service trips — parks, alerts, campgrounds, things to do, events. | 1,976 installs | No commit datelisted | No one-command install · Source |
| 4115 | 35.102 | dynamic-feedmcp · back-end | Live data feeds for AI assistants — fresh data your model doesn't have on its own. Four feeds over a remote MCP endpoint: current LLM pricing &… | 1,977 installs | No commit datelisted | No one-command install · Source |
| 4116 | 35.374 | social-superpowersmcp · back-end | Hosted MCP for X/Twitter and Reddit. 12 read-only tools, no API keys, free during beta. | 2,044 installs | No commit datelisted | No one-command install · Source |
| 4117 | 35.544 | etherscanmcp · back-end | Integrates with Etherscan's API to provide Ethereum blockchain data tools for checking balances, viewing transactions, tracking transfers, fetching… | 2 forks | No one-command install · Source | |
| 4118 | 35.544 | sarimsiddd-xanomcp · back-end | Integrates with Xano's no-code backend platform to enable data querying, manipulation, and CRUD operations for rapid application development and… | 2 forks | No one-command install · Source | |
| 4119 | 35.544 | mtane0412-perspectivemcp · back-end | Integrates with Perspective API to analyze text toxicity and provide content moderation across multiple languages for enhanced online safety. | 2 forks | No one-command install · Source | |
| 4120 | 35.544 | vikrant-khedkar-api-tester-openaimcp · back-end | Integrates with OpenAI's APIs to provide tools for API testing, text generation, image creation, and HTTP request handling within applications. | 2 forks | No one-command install · Source | |
| 4121 | 35.544 | zerubroberts-safetyculturemcp · back-end | Provides a bridge to the SafetyCulture API, enabling querying and analysis of workplace safety inspection data for managers and compliance teams to… | 2 forks | No one-command install · Source | |
| 4122 | 35.544 | seriawei-developer-namemcp · back-end | Provides customizable developer information through a lightweight Node.js server that can be run via npx command or deployed as a Docker container. | 2 forks | No one-command install · Source | |
| 4123 | 35.544 | scarqin-eolink-openapimcp · back-end | Integrates with Eolink OpenAPI to provide API discovery, exploration, and testing capabilities within development environments, enabling developers to… | 2 forks | No one-command install · Source | |
| 4124 | 35.544 | juhemcp-jexchangemcp · back-end | Provides a lightweight, asynchronous Python server for connecting AI models with external services through a simple, deployable foundation built on… | 2 forks | No one-command install · Source | |
| 4125 | 35.544 | nanahiryu-notionmcp · back-end | Integrates with Notion's API to enable document management, knowledge base maintenance, and collaborative workflows through comprehensive tools for… | 2 forks | No one-command install · Source | |
| 4126 | 35.544 | freelo-mcp-servermcp · back-end | An unofficial MCP server that integrates Freelo project management with AI assistants (e.g., Cline, Claude) via the Freelo API, enabling task… | 2 forks | No one-command install · Source | |
| 4127 | 35.544 | image-gen3-google-mcp-servermcp · back-end | Enables high-quality image generation using Google's Imagen 3.0 model via the Gemini API, with support for multiple images per request and automatic… | 2 forks | No one-command install · Source | |
| 4128 | 35.544 | tall-mcp-servermcp · back-end | Provides AI assistants with local access to Filament, Laravel, Livewire, and Pest documentation, enabling offline reference and search. | 2 forks | No one-command install · Source | |
| 4129 | 35.544 | andydukes-flowisemcp · back-end | Integrates with Flowise API to enable interaction with chatflows and assistants through dynamic tool registration or simplified static tools for… | 2 forks | No one-command install · Source | |
| 4130 | 35.544 | bink-mcp-servermcp · back-end | Enables AI agents to perform blockchain operations like wallet management, token info, DeFi swaps, cross-chain bridging, and price checking across… | 2 forks | No one-command install · Source | |
| 4131 | 35.544 | rootstock-mcp-servermcp · back-end | Enables Claude AI to interact with the Rootstock blockchain, including calling contracts, checking ERC20 token balances, transferring tokens, and… | 2 forks | No one-command install · Source | |
| 4132 | 35.544 | whoop-mcp-servermcp · back-end | Enables language models to query cycles, recovery, strain, and workout data from the Whoop API. | 2 forks | No one-command install · Source | |
| 4133 | 35.544 | drand-mcp-servermcp · back-end | Enables AI applications to fetch verifiable randomness from the drand network, supporting latest, time-based, and round-based beacon retrieval. | 2 forks | No one-command install · Source | |
| 4134 | 35.544 | zoo-animals-mcp-servermcp · back-end | Provides tools to get random zoo animals, search by name, and filter by type, returning detailed information including physical characteristics… | 2 forks | No one-command install · Source | |
| 4135 | 35.544 | car-price-mcp-servermcp · back-end | Provides Brazilian vehicle price information using FIPE API, enabling users to get car brands, search car prices by brand, and get vehicles by type. | 2 forks | No one-command install · Source | |
| 4136 | 35.544 | mcp-python-exec-servermcp · back-end | Enables safe execution of Python code snippets within a sandboxed environment, restricting dangerous builtins and modules to prevent malicious… | 2 forks | No one-command install · Source | |
| 4137 | 35.544 | selenium-mcp-servermcp · back-end | A Model Context Protocol server for browser automation using Selenium WebDriver, enabling LLMs and teams to automate browsers with multi-browser… | 2 forks | No one-command install · Source | |
| 4138 | 35.544 | mz462-paylocitymcp · back-end | Integrates with Paylocity's HR and payroll API to enable secure access to employee data and payroll information directly within conversations… | 2 forks | No one-command install · Source | |
| 4139 | 35.544 | danhussey-transportnswmcp · back-end | Integrates with Transport NSW API to provide real-time public transportation data, including nearby stops, service alerts, and disruptions across… | 2 forks | No one-command install · Source | |
| 4140 | 35.544 | mcp-server-mastermcp · back-end | This repository provides a template for creating MCP servers with Python, including installation instructions and tools for testing with the MCP… | 2 forks | No one-command install · Source | |
| 4141 | 35.544 | stack-ai-mcp-servermcp · back-end | Connects to Stack AI workflows, allowing you to run workflows and pass user inputs through MCP-compatible clients. | 2 forks | No one-command install · Source | |
| 4142 | 35.544 | langflow-mcp-servermcp · back-end | MCP Server for interacting with the Langflow API via a natural language interface. It exposes Langflow functionalities as tools for LLMs. | 2 forks | No one-command install · Source | |
| 4143 | 35.544 | lucker631-templateiomcp · back-end | Provides a template for building custom servers using TypeScript and the mcp-framework package, setting up project structure and configuration for… | 2 forks | No one-command install · Source | |
| 4144 | 35.544 | openai-sdk-knowledge-mcp-servermcp · back-end | An MCP server that provides expert knowledge on the OpenAI API, powered by RAG. It enables users to ask technical questions and get accurate answers… | 2 forks | No one-command install · Source | |
| 4145 | 35.544 | uco-bank-mcp-servermcp · back-end | Enables interaction with UCO Bank APIs through the Model Context Protocol, supporting banking operations such as account lookup, transaction history… | 2 forks | No one-command install · Source | |
| 4146 | 35.544 | jira-9-12-14-mcp-servermcp · back-end | Enables AI models to search Jira issues using JQL and retrieve issue details through the Jira 9.12.14 API. | 2 forks | No one-command install · Source | |
| 4147 | 35.544 | portainer-mcp-servermcp · back-end | Enables AI assistants to manage Docker containers, images, networks, and services through the Portainer API. | 2 forks | No one-command install · Source | |
| 4148 | 35.544 | brain-execution-servermcp · back-end | A queue-based execution server that monitors a command queue and executes shell commands or Python scripts, moving completed or failed jobs to… | 2 forks | No one-command install · Source | |
| 4149 | 35.544 | ai-fuzz-testing-mcp-servermcp · back-end | A Model Context Protocol server for LLM fuzzing and testing, providing secure access to multiple AI providers through a standardized interface. | 2 forks | No one-command install · Source | |
| 4150 | 35.544 | swiggy-ai-insights-mcp-servermcp · back-end | Enables AI assistants like Claude to analyze your Swiggy order history, providing personalized insights on food habits, spending, and recommendations. | 2 forks | No one-command install · Source | |
| 4151 | 35.544 | ycombinator-tweet-search-mcp-servermcp · back-end | Provides a tool for searching through YCombinator tweets using natural language queries. | 2 forks | No one-command install · Source | |
| 4152 | 35.544 | act-testing-mcpmcp · back-end | MCP server for testing GitHub Actions workflows locally using nektos/act. | 2 forks | No one-command install · Source | |
| 4153 | 35.544 | drip-mcp-servermcp · back-end | Enables AI assistants to manage Drip email marketing automation, including subscriber management, campaigns, workflows, tags, event tracking, and… | 2 forks | No one-command install · Source | |
| 4154 | 35.544 | tienda-nube-mcp-servermcp · back-end | Integrates with the Tienda Nube/Nuvemshop API to manage products, orders, customers, categories, coupons, and webhooks through MCP tools. | 2 forks | No one-command install · Source | |
| 4155 | 35.544 | entrez-mcp-servermcp · back-end | Provides access to NCBI's E-utilities, PubChem, and PMC APIs for searching and retrieving biomedical literature, chemical, and genomic data. | 2 forks | No one-command install · Source | |
| 4156 | 35.544 | yggtorrent-mcp-servermcp · back-end | Enables searching and downloading torrents from YggTorrent via MCP tools such as search_torrents, get_torrent_details, get_magnet_link, and… | 2 forks | No one-command install · Source | |
| 4157 | 35.544 | github-v3-rest-api-mcp-servermcp · back-end | Provides access to GitHub v3 REST API functionality through STDIO mode with FastMCP, enabling users to interact with GitHub resources. | 2 forks | No one-command install · Source | |
| 4158 | 35.544 | alpaca-mcp-servermcp · back-end | Enables natural language trading operations for stocks, options, crypto, and portfolio management via Alpaca's Trading API through AI assistants. | 2 forks | No one-command install · Source | |
| 4159 | 35.544 | juejin-mcp-servermcp · back-end | Enables AI assistants to access and analyze content from the Chinese developer community platform Juejin, including articles, trending topics, and… | 2 forks | No one-command install · Source | |
| 4160 | 35.544 | tmetric-mcp-servermcp · back-end | Integrates with TMetric for time tracking, enabling project listing, timer start/stop, and deletion of entries, with GitLab issue support. | 2 forks | No one-command install · Source | |
| 4161 | 35.544 | openshift-partner-labs-mcp-servermcp · back-end | Enables lab managers and developers to perform OpenShift Partner Labs operations, such as cluster provisioning and state changes, through natural… | 2 forks | No one-command install · Source | |
| 4162 | 35.544 | jira-qmetry-mcp-servermcp · back-end | MCP server to interact with the QMetry for Jira API, enabling management of test cases, test cycles, test plans, and more through well-defined tools. | 2 forks | No one-command install · Source | |
| 4163 | 35.544 | openremote-mcp-servermcp · back-end | Enables interaction with an OpenRemote instance through its service API, allowing management of assets, users, and other resources via natural… | 2 forks | No one-command install · Source | |
| 4164 | 35.544 | databricks-documentation-mcp-servermcp · back-end | Enables AI assistants to search and explore Databricks AWS documentation through semantic search and 10 MCP tools. | 2 forks | No one-command install · Source | |
| 4165 | 35.544 | yunaq-gac-mcp-servermcp · back-end | Provides comprehensive IP and domain security intelligence, enabling analysis of IP addresses and domains for threat and reputation information. | 2 forks | No one-command install · Source | |
| 4166 | 35.544 | penr-oz-mcp-servermcp · back-end | A FastMCP-based server that provides secure sandboxed filesystem operations, API integration tools, and curated reasoning prompts for analysis and… | 2 forks | No one-command install · Source | |
| 4167 | 35.544 | azure-diagram-mcp-servermcp · back-end | An MCP server that generates professional infrastructure diagrams using the Python diagrams DSL, with first-class Azure support and GitHub Copilot… | 2 forks | No one-command install · Source | |
| 4168 | 35.544 | customer-support-mcp-servermcp · back-end | Enables AI-powered customer support with real-time access to CRM, ticketing, and communication tools via MCP, supporting context-aware conversations… | 2 forks | No one-command install · Source | |
| 4169 | 35.544 | mospi-mcp-servermcp · back-end | MCP server for accessing India's Ministry of Statistics and Programme Implementation (MoSPI) data APIs. Enables natural language queries for economic… | 2 forks | No one-command install · Source | |
| 4170 | 35.544 | mcp-manychatmcp · back-end | MCP server for ManyChat API integration that enables Claude and other AI assistants to manage subscribers, tags, custom fields, flows, and send… | 2 forks | No one-command install · Source | |
| 4171 | 35.544 | nih-reporter-mcp-servermcp · back-end | Provides tools to search and retrieve data from NIH's RePORTER grant database, enabling queries for project counts, summaries, and detailed award… | 2 forks | No one-command install · Source | |
| 4172 | 35.544 | code-analysis-mcp-servermcp · back-end | A modular MCP server for code analysis using ast-grep, enabling structural pattern matching and transformations across multiple languages. | 2 forks | No one-command install · Source | |
| 4173 | 35.544 | mcp-defender-mcp-msdefenderkqlmcp · back-end | An MCP server for Microsoft Defender Advanced Hunting that enables AI assistants to investigate security events using natural language by translating… | 2 forks | No one-command install · Source | |
| 4174 | 35.544 | sru-mcpmcp · back-end | An MCP server that searches library catalogs worldwide using the SRU protocol, enabling bibliographic search without API keys. | 2 forks | No one-command install · Source | |
| 4175 | 35.544 | tcsas-devtools-mcp-servermcp · back-end | Enables AI assistants to manage TCSAS miniprogram development tasks such as launching the IDE, previewing, and uploading miniprograms via natural… | 2 forks | No one-command install · Source | |
| 4176 | 35.544 | duplocloud-mcp-servermcp · back-end | Exposes DuploCloud infrastructure management as MCP tools by dynamically discovering duploctl commands, enabling AI agents to query state and perform… | 2 forks | No one-command install · Source | |
| 4177 | 35.544 | putermcpmcp · back-end | MCP server that bridges LLM environments with Puter's free image generation APIs, supporting 30+ models without API keys. | 2 forks | No one-command install · Source | |
| 4178 | 35.544 | mcp-google-gmailmcp · back-end | A Python-based MCP server that bridges MCP-compatible clients with the Gmail API, enabling AI-driven email management through natural language… | 2 forks | No one-command install · Source | |
| 4179 | 35.544 | gh-joinquantish-limitlessmcp · back-end | Self-hosted trading server for Limitless Exchange prediction markets on Base. | 2 forks | No one-command install · Source | |
| 4180 | 35.544 | gmail-mcp-server-4mcp · back-end | Enables AI assistants to search, read, and download attachments from Gmail using natural language, with read-only access. | 2 forks | No one-command install · Source | |
| 4181 | 35.544 | nubra-mcp-servermcp · back-end | Enables interaction with the Nubra trading platform for authentication, instrument lookup, quotes, historical data, options analytics, portfolio… | 2 forks | No one-command install · Source | |
| 4182 | 35.544 | amazon-affiliate-mcp-servermcp · back-end | Enables AI assistants to recommend Amazon products with automatic affiliate link insertion, supporting product search, deals, bestsellers, and… | 2 forks | No one-command install · Source | |
| 4183 | 35.544 | graylog-mcp-servermcp · back-end | An MCP server that gives AI assistants direct access to your Graylog logs -- search, aggregate, analyze, and cluster log data through natural… | 2 forks | No one-command install · Source | |
| 4184 | 35.544 | automata-mcp-servermcp · back-end | A plugin-based MCP server built on FastAPI that supports dynamic tool loading, hot reloading, and API key authentication for extensible AI tool… | 2 forks | No one-command install · Source | |
| 4185 | 35.544 | openbusdatamcp · back-end | MCP server for the UK Bus Open Data Service, enabling timetable queries, stop search, route discovery, journey planning, and real-time bus tracking. | 2 forks | No one-command install · Source | |
| 4186 | 35.544 | social-mcp-connectormcp · back-end | A remote MCP server that provides tools to query live Meta (Facebook+Instagram) and TikTok organic social data, such as follower counts, insights… | 2 forks | No one-command install · Source | |
| 4187 | 35.544 | luma-events-mcp-servermcp · back-end | Discovers events from Luma's public feed and subscribed calendars, with distance filtering, category search, and ICS export. No API key required for… | 2 forks | No one-command install · Source | |
| 4188 | 35.544 | mcp-keapmcp · back-end | An MCP server for interacting with Keap CRM, enabling contact and tag management, batch operations, custom fields, and advanced query optimization. | 2 forks | No one-command install · Source | |
| 4189 | 35.544 | gigwa-mcp-servermcp · back-end | An MCP server that interfaces with Gigwa for genotyping data import, analysis, and audit, enabling users to perform complex workflows through natural… | 2 forks | No one-command install · Source | |
| 4190 | 35.544 | profiles-mcp-servermcp · back-end | Enables building RudderStack Profiles projects using natural language through AI assistants, supporting data discovery, identity resolution, feature… | 2 forks | No one-command install · Source | |
| 4191 | 35.544 | invoicex-raymcp · back-end | An MCP server for detecting Trade-Based Money Laundering (TBML) in Indian trade finance, cross-referencing invoices against commodity benchmarks… | 2 forks | No one-command install · Source | |
| 4192 | 35.544 | google-health-worker-mcpmcp · back-end | A personal MCP server on Cloudflare Workers that connects Claude to Google Health API v4, enabling reading of health data like activity, sleep, heart… | 2 forks | No one-command install · Source | |
| 4193 | 35.544 | birdwell-runescape-wikimcp · back-end | Integrates with RuneScape 3 APIs to provide real-time Grand Exchange prices, item data, player statistics across game modes, and wiki content… | 2 forks | No one-command install · Source | |
| 4194 | 35.544 | aureliusmcp · back-end | A fact-checked research MCP server that screens topics, drafts outlines, searches the web, and verifies every citation against live sources… | 2 forks | No one-command install · Source | |
| 4195 | 35.544 | coros-training-mcpmcp · back-end | Running-first MCP server for COROS that allows authoring, editing, and scheduling running workouts, plus accessing sleep, HRV, training load, and… | 2 forks | No one-command install · Source | |
| 4196 | 35.544 | eve-sde-mcpmcp · back-end | MCP server providing read-only access to Eve Online's Static Data Export (SDE), including ship stats, module attributes, universe data, blueprints… | 2 forks | No one-command install · Source | |
| 4197 | 35.544 | sophotronmcp · back-end | MCP server for searching and retrieving philosophy papers, combining Semantic Scholar, OpenAlex, Unpaywall, CrossRef, and PhilArchive with PDF… | 2 forks | No one-command install · Source | |
| 4198 | 35.544 | opentelecrm-mcp-servermcp · back-end | Enables interaction with a telecalling-first sales CRM, providing 13 JSON-RPC MCP tools for lead management, actions, WhatsApp, and telephony, with… | 2 forks | No one-command install · Source | |
| 4199 | 35.544 | albs-mcpmcp · back-end | MCP server and CLI for AlmaLinux Build System (ALBS) that enables AI coding assistants to investigate build failures, create builds, sign packages… | 2 forks | No one-command install · Source | |
| 4200 | 35.544 | ispconfig-mcpmcp · back-end | MCP server for managing ISPConfig 3 hosting platform - enables DNS, mail, websites, databases, FTP, cron jobs, and client management through AI… | 2 forks | 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.