Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 3501 | 58.185 | omaidf-solanamcp · back-end | Provides a bridge to the Solana blockchain for token analysis, liquidity tracking, and risk assessment with a focus on meme tokens through Python and… | 6 stars · 2 forks | No one-command install · Source | |
| 3501 | 58.185 | rahgadda-openapimcp · back-end | Enables LLMs to interact with REST APIs by dynamically generating tools from OpenAPI specifications, allowing models to execute HTTP requests against… | 6 stars · 2 forks | No one-command install · Source | |
| 3501 | 58.185 | youtube-transcript-mcp-servermcp · back-end | Enables AI assistants to retrieve transcripts from YouTube videos via a serverless API deployed on Cloudflare Workers. | 6 stars · 2 forks | No one-command install · Source | |
| 3501 | 58.185 | davidlin2k-onos-network-managementmcp · back-end | Enables network management and control for ONOS by providing comprehensive REST API access to network topology, device configuration, flow management… | 6 stars · 2 forks | No one-command install · Source | |
| 3501 | 58.185 | klaviyo-mcp-servermcp · back-end | A comprehensive MCP server for interacting with the Klaviyo API, providing tools and resources for managing profiles, lists, segments, campaigns… | 6 stars · 2 forks | No one-command install · Source | |
| 3501 | 58.185 | dylangroos-nhl-statsmcp · back-end | Provides real-time NHL sports data retrieval by bridging official web and stats APIs, enabling comprehensive access to team standings, player… | 6 stars · 2 forks | No one-command install · Source | |
| 3501 | 58.185 | gregkonush-obsidianmcp · back-end | Lightweight server for reading, modifying, searching, and navigating Obsidian notes through the Obsidian Local REST API, enabling granular content… | 6 stars · 2 forks | No one-command install · Source | |
| 3501 | 58.185 | joshmayerr-xmcp · back-end | Integrates with X using real browser APIs to bypass rate limits and enable extensive social media operations and data analysis. | 6 stars · 2 forks | No one-command install · Source | |
| 3509 | 57.927 | yahoo-transit-mcpmcp · back-end | Unofficial MCP server for Yahoo! Transit that provides Japanese train route search (including last/first train), real-time service disruption info… | 1 star · 5 forks | No one-command install · Source | |
| 3509 | 57.927 | bullhorn-crm-mcp-servermcp · back-endalso listed as osherai-bullhorn-crm | Enables AI assistants to query Bullhorn CRM data using natural language through direct REST API access with OAuth 2.0 authentication. | 1 star · 5 forks | No one-command install · Source | |
| 3509 | 57.927 | araa47-jupiter-mcpmcp · back-endalso listed as jupiter-mcp | Jupiter API Access (allow AI to Trade Tokens on Solana + Access Balances + Search Tokens + Create Limit Orders ) | 1 star · 5 forks | No one-command install · Source | |
| 3509 | 57.927 | syucream-holaspiritmcp · back-end | Integrates with Holaspirit's API to provide access to organizational data for tasks like structure analysis, role management, and policy review. | 1 star · 5 forks | No one-command install · Source | |
| 3509 | 57.927 | mcp-xhs-publishermcp · back-end | MCP server for automatically publishing text, image, and video notes to Xiaohongshu (Little Red Book). | 1 star · 5 forks | No one-command install · Source | |
| 3509 | 57.927 | wait-timermcp · back-end | Introduces deliberate pauses into workflows, ensuring time-dependent operations like web page rendering, background processes, or API calls have… | 1 star · 5 forks | No one-command install · Source | |
| 3509 | 57.927 | lumifai-cryptocurrency-technical-analysismcp · back-end | Provides real-time cryptocurrency technical analysis through FastMCP, calculating 12 and 26-period EMAs for Binance trading pairs using MongoDB-stored… | 1 star · 5 forks | No one-command install · Source | |
| 3509 | 57.927 | quintonwall-airbyte-status-checkermcp · back-end | Integrates with Airbyte API to monitor data pipeline health, check connection statuses, and manage streams for real-time ETL process oversight. | 1 star · 5 forks | No one-command install · Source | |
| 3509 | 57.927 | andypost-trellomcp · back-end | Integrates with Trello API to enable natural language interactions for managing boards, lists, and cards for project tracking and workflow… | 1 star · 5 forks | No one-command install · Source | |
| 3520 | 57.777 | jiebang-toolsmcp · back-end | 20 free developer tools - JSON/YAML, SQL, XML, Cron, QR code, SEO check, URL shortener, image converter, timezone, and more. No API key required. | 2,717 installs | No commit datelisted | No one-command install · Source |
| 3521 | 57.754 | io-github-thehesiod-costcomcp · back-endalso listed as thehesiod-costco | MCP server to access Costco warehouse receipts and online orders via their internal GraphQL API. | 3 stars · 4 forks | No one-command install · Source | |
| 3521 | 57.754 | fantasy-football-draft-mcpmcp · back-end | MCP server that acts as a live fantasy football draft assistant, syncing ESPN or Sleeper boards and providing pick recommendations with reasoning and… | 3 stars · 4 forks | No one-command install · Source | |
| 3521 | 57.754 | bielmcp · back-end | Provides access to documentation and knowledge bases through a remote proxy architecture, enabling conversational queries of product documentation… | 3 stars · 4 forks | No one-command install · Source | |
| 3521 | 57.754 | mcp-server-ovhmcp · back-end | A Model Context Protocol (MCP) server that provides standardized access to OVH API services, enabling AI assistants to manage OVH cloud… | 3 stars · 4 forks | No one-command install · Source | |
| 3521 | 57.754 | io-github-rcsb-rcsb-mcpmcp · back-end | Enables discovery, inspection, and cross-referencing of Protein Data Bank structures through three RCSB APIs: search, data, and sequence coordinates. | 3 stars · 4 forks | No one-command install · Source | |
| 3521 | 57.754 | immostage-virtual-staging-mcp-servermcp · back-end | AI-powered virtual staging for real estate professionals: stage empty rooms with photorealistic furniture, beautify floor plans into 3D renders… | 3 stars · 4 forks | No one-command install · Source | |
| 3521 | 57.754 | karellen-jdb-mcpmcp · back-end | Enables LLMs to debug Java applications using JDB, supporting breakpoints, stepping, expression evaluation, thread analysis, and more. | 3 stars · 4 forks | No one-command install · Source | |
| 3521 | 57.754 | teamcenter-mcp-servermcp · back-end | Integrates with Teamcenter PLM using its REST API, enabling search, create, update, and query of Teamcenter items through natural language. | 3 stars · 4 forks | No one-command install · Source | |
| 3521 | 57.754 | whisper-mcp-servermcp · back-end | Provides local audio transcription using whisper.cpp, supporting multiple models and audio formats. Enables transcription of audio files via MCP tools… | 3 stars · 4 forks | No one-command install · Source | |
| 3521 | 57.754 | sanyambassi-thales-cdsp-crdp-mcp-servermcp · back-endalso listed as thales-cdsp-crdp-mcp-server | MCP server for Thales CipherTrust Manager RestFul Data Protection service. | 3 stars · 4 forks | No one-command install · Source | |
| 3521 | 57.754 | service-desk-plus-mcp-servermcp · back-end | Integrates with Service Desk Plus Cloud API to enable AI assistants perform CRUD operations on service desk entities, including request management… | 3 stars · 4 forks | No one-command install · Source | |
| 3521 | 57.754 | aniruddha-adhikary-gahmenmcp · back-end | Integrates with Singapore's government data APIs (data.gov.sg and SingStat) to enable browsing, searching, filtering, and downloading of open datasets… | 3 stars · 4 forks | No one-command install · Source | |
| 3521 | 57.754 | smehmood-modalmcp · back-end | Enables AI systems to deploy and execute serverless applications in the cloud through Modal's platform, providing tools for application deployment and… | 3 stars · 4 forks | No one-command install · Source | |
| 3521 | 57.754 | miguelyad26-alpaca-tradingmcp · back-end | Bridges Claude with Alpaca's trading API, enabling direct execution of stock trades, portfolio management, and market data analysis within… | 3 stars · 4 forks | No one-command install · Source | |
| 3521 | 57.754 | cablate-google-calendarmcp · back-end | Integrates with Google Calendar API to enable creating, updating, and retrieving calendar events for seamless scheduling and event management. | 3 stars · 4 forks | No one-command install · Source | |
| 3521 | 57.754 | alexeydubinin-hh-jiramcp · back-end | Integrates with the Jira API to enable querying, creating, and modifying issues and projects, simplifying project tracking and management tasks. | 3 stars · 4 forks | No one-command install · Source | |
| 3539 | 57.729 | jenkins-server-mcpmcp · back-end | Enables AI assistants to interact with Jenkins CI/CD servers, including checking build status, triggering builds, and retrieving build logs. | 7 forks | No one-command install · Source | |
| 3539 | 57.729 | azure-updates-mcp-servermcp · back-end | Enables AI assistants to search and retrieve Azure service updates, retirements, and feature announcements using natural language queries with fast… | 7 forks | No one-command install · Source | |
| 3539 | 57.729 | mcp-jira-pythonmcp · back-end | MCP server for JIRA integration enabling issue management, search, comments, and linking via natural language. | 7 forks | No one-command install · Source | |
| 3539 | 57.729 | crazyrabbitltc-morphomcp · back-end | Integrates with Morpho DeFi protocol's GraphQL API to enable querying market data, vaults, positions, and historical APY information for portfolio… | 7 forks | No one-command install · Source | |
| 3543 | 57.415 | satoshidata-bitcoin-entity-intelligencemcp · back-end | A keyless Bitcoin chain-intelligence API built for autonomous agents. Resolve addresses to known entities, pull wallet evidence packs, and check… | 4,144 installs | No commit datelisted | No one-command install · Source |
| 3544 | 57.364 | atlassian-confluence-mcp-servermcp · back-end | An open-source MCP server that lets AI assistants read, create, search, and manage Confluence wiki pages. Supports Cloud, Server, and Data Center… | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | domdomegg-google-drivemcp · back-endalso listed as google-drive-mcp | Integrates with Google Drive API to manage files, folders, comments, and permissions with support for uploads, downloads, exports, and collaborative… | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | cadastral-mcpmcp · back-end | An MCP server for querying land use plans and exporting cadastral maps as DXF files using VWorld Open API from the Korean Ministry of Land… | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | bruchris-canvas-lmsmcp · back-end | TypeScript MCP server for Canvas LMS with 115 tools across courses, assignments, gradebook, and more. | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | nextcloud-mcp-connectormcp · back-end | A curated MCP server that connects your Nextcloud (files, calendar, notes, deck, contacts) to AI assistants. | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | unitvectory-labs-mcp-graphql-forgemcp · back-end | A lightweight, configuration-driven MCP server that exposes curated GraphQL queries as modular tools, enabling intentional API interactions from your… | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | gh-maxim-mazurok-teams-apimcp · back-endalso listed as teams-api-mcp | AI-native Microsoft Teams integration for reading conversations and sending messages. | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | tuya-infrared-mcpmcp · back-end | An MCP server that enables AI assistants to control devices via Tuya infrared remote control, supporting actions like toggling power and setting modes… | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | kaito-mcp-servermcp · back-end | Provides crypto market intelligence tools, reference resources, and prompt templates for sentiment analysis, mindshare tracking, social intelligence… | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | appdynamics-mcp-servermcp · back-end | A Model Context Protocol server that gives LLM clients full access to your AppDynamics monitoring data — plus the ability to create and manage… | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | mcp-makermcp · back-end | Auto-generates MCP servers from any data source, enabling AI clients to query databases, spreadsheets, and APIs with zero code. | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | time-messenger-mcp-servermcp · back-end | MCP server for T-Bank's Time Messenger (Mattermost-based) that enables AI assistants to read and send messages, manage threads, search channels and… | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | publora-mcp-servermcp · back-end | Official MCP server for Publora that enables AI assistants to schedule posts, manage accounts, and retrieve analytics across multiple social media… | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | packative-naver-searchadmcp · back-end | Integrates with Naver SearchAd API to manage Korean advertising campaigns, ad groups, and keywords while retrieving performance statistics with… | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | skedgo-tripgo-mcp-servermcp · back-end | Provides tools from the TripGo API for multi-modal trip planning, transport locations, and public transport departures, including real-time… | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | mcp-server-tripitmcp · back-end | Enables interaction with TripIt travel planning service, allowing users to manage trips, hotel reservations, flights, transport, activities, and… | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | nattyraz-youtube-captionsmcp · back-end | Extracts and transforms YouTube video content, providing metadata, multi-language captions, chapter information, and customizable markdown transcripts… | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | grahamnotgrant-blacksmith-cimcp · back-end | Query workflow runs, analyze test failures, detect flaky tests, and monitor CI usage through Blacksmith's API. | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | canlii-mohammadfarooqimcp · back-end | Search Canadian case law, browse legislation, and check citations via the CanLII API. | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | planka-mcp-servermcp · back-end | Enables AI assistants to interact with Planka, a real-time Kanban board application, for managing projects, boards, lists, cards, and more. | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | gaea-mcpmcp · back-end | MCP server for Gaea 2.0 terrain generation tool, providing CLI build automation and graph manipulation of .terrain files. | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | servicebricksmcp · back-end | Generate a ServiceBricks C# .NET microservice as a ZIP file. | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | adsense-mcp-servermcp · back-end | Connects Google AdSense to MCP clients like Claude and Cursor, enabling earnings summaries, detailed reports, site status checks, and more via natural… | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | cisco-nx-os-cli-mcp-servermcp · back-end | Enables interaction with Cisco NX-OS devices through CLI commands via NX-API. Supports single and multi-device command execution with text or JSON… | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | tejpalvirk-developer-knowledge-graphmcp · back-end | Knowledge graph-based server for managing software development context, storing project entities and relationships to provide contextual awareness… | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | harunraseed07-adc-enterprise-orchestrationmcp · back-end | Enterprise orchestration system that intelligently routes queries to specialized servers for text analysis, code review, sentiment analysis, and… | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | linkup-js-mcp-servermcp · back-end | Enables AI assistants and development tools to perform intelligent web searches with natural language queries using Linkup's search API. | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | eghuzefa-engineer-your-datamcp · back-endalso listed as engineer-your-data | Data engineering tools for validation, transformation, visualization, and API integration | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | mcp-server-nodemcp · back-end | A Node.js MCP server providing user management, task management, and calculator tools with Bearer token authentication, deployable on Cloudtype. | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | mcp-tiingo-servermcp · back-end | Provides financial data tools including stock prices, news, forex, fundamentals, and corporate actions via the Tiingo API through the Model Context… | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | qwen-package-managermcp · back-end | Manages MCP server packages within development environments with tools for searching, installing, uninstalling, and health-checking from multiple… | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | nasa-mcp-servermcp · back-end | Provides access to NASA's public APIs including Astronomy Picture of the Day, Mars Rover Images, and Near Earth Objects data, enabling users to query… | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | iacomunia-coingeckomcp · back-end | Integrates with CoinGecko's cryptocurrency API to provide real-time and historical market data including prices, market caps, trading volumes, and… | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | im47cn-feishu-projectmcp · back-end | Integrates with Feishu project management platform to automate requirement analysis, bug tracking, and task management through TypeScript and… | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | posebusters-mcp-servermcp · back-end | Validates the physical and chemical plausibility of ligand–protein docking poses using the PoseBusters tool. | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | aster-financemcp · back-end | Integrates with Aster Finance API to provide cryptocurrency futures trading data including kline charts, price statistics, funding rates, order books… | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | r-huijts-ethics-check-mcpmcp · back-end | MCP server for comprehensive ethical analysis of AI conversations, detecting bias, harmful content, and providing critical thinking assessments with… | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | jayli52-api2mcptoolsmcp · back-end | Converts JSON API definitions into executable tools, enabling seamless integration of external APIs without modifying core server code. | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | yigmmk-mcp-servermcp · back-end | An MCP server for learning purposes that integrates jina.ai tools for web search and reading. | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | nftgo-apimcp · back-end | Provides a bridge to the NFTGo Developer API for accessing Ethereum NFT data including collections, assets, market trends, and wallet information… | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | chesspal-chess-enginemcp · back-end | A Stockfish-powered chess engine exposed as an MCP server using FastMCP. Calculates best moves, validates moves, and provides game status via MCP… | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | veallym0n-proxy-aggregatormcp · back-end | Python-based proxy server that aggregates multiple MCP-compatible services into a unified endpoint, enabling dynamic tool discovery and execution… | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | mix-servermcp · back-end | Enables AI assistants to interact with local CSV and Parquet data files through natural language queries, facilitating tasks like summarizing datasets… | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | zhuzhoulin-difymcp · back-end | Integrates with Dify's AI application platform, enabling seamless creation, management, and deployment of AI applications through TypeScript-based… | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | mcp-nettoolsmcp · back-end | A Model Context Protocol server that provides network diagnostics and scanning tools such as nmap, DNS lookups, whois, traceroute, and security… | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | yassine-tk-docs-providermcp · back-end | Enables AI models to access and query local technical documentation through a stdio-based server that reads from markdown files and exposes a… | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | jenkins-mcp-servermcp · back-end | Enables LLMs to access Jenkins job data, trigger builds, and manage Jenkins tasks through a standardized interface. | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | stijn-meijers-dracormcp · back-end | Integrates with the Drama Corpora Project API to enable analysis of dramatic texts, character networks, and literary themes across different languages… | 5 stars · 3 forks | No one-command install · Source | |
| 3544 | 57.364 | n0safe-directusmcp · back-end | Integrates with Directus CMS to enable CRUD operations on collections through the REST API, allowing seamless interaction with structured data in a… | 5 stars · 3 forks | No one-command install · Source | |
| 3596 | 57.311 | prefab-sentinelmcp · back-end | MCP server for safely inspecting and editing Unity/VRChat prefabs, scenes, and assets. It diagnoses override collisions, broken references, and… | 11 stars | No one-command install · Source | |
| 3596 | 57.311 | h7tools-mcpmcp · back-end | Read-only MCP server for diagnosing H7-TOOL hardware via Modbus, USB HID, and Lua diagnostics, exposing only safe read operations. | 11 stars | No one-command install · Source | |
| 3596 | 57.311 | fmod-studio-mcpmcp · back-end | An MCP server that drives FMOD Studio live through its scripting terminal, exposing the FMOD Studio Scripting API as MCP tools for immediate project… | 11 stars | No one-command install · Source | |
| 3596 | 57.311 | gh-fiedlermarius-sbox-docsmcp · back-endalso listed as sbox-mcp-documentation | Provides searchable access to s&box game engine documentation and API reference, covering 180+ pages and 1,800+ types. | 11 stars | 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.