Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 4001 | 52.558 | allure-testops-mcp-servermcp · back-end | Enables natural language interaction with Allure TestOps API for managing test cases, launches, and test plans with full CRUD support and 56+… | 3 stars · 3 forks | No one-command install · Source | |
| 4001 | 52.558 | ecount-mcp-servermcp · back-end | Enables AI assistants to interact with ECOUNT ERP through natural language, providing tools for products, inventory, sales, purchases, and more. | 3 stars · 3 forks | No one-command install · Source | |
| 4001 | 52.558 | conarti-mattermost-mcpmcp · back-endalso listed as mattermost-mcp-server | MCP server for Mattermost API. List channels, read/post messages, manage threads and reactions, monitor topics. Supports flexible configuration via… | 3 stars · 3 forks | No one-command install · Source | |
| 4001 | 52.558 | dv360-mcp-servermcp · back-end | A Model Context Protocol (MCP) server for Display & Video 360 that provides entity management and performance reporting capabilities. | 3 stars · 3 forks | No one-command install · Source | |
| 4001 | 52.558 | mk965-asset-pricemcp · back-end | Provides real-time financial data for precious metals, cryptocurrencies, and other assets, enabling market price tracking and historical trend… | 3 stars · 3 forks | No one-command install · Source | |
| 4001 | 52.558 | avisangle-method-crm-mcpmcp · back-endalso listed as method-crm-mcp-server | Production-ready MCP server for Method CRM API integration with 20 comprehensive tools for tables, files, users, events, and API key management… | 3 stars · 3 forks | No one-command install · Source | |
| 4001 | 52.558 | vulscan-mcpmcp · back-end | MCP server that scans project dependencies for security vulnerabilities (CVEs) and provides fix instructions directly in VS Code via Copilot. | 3 stars · 3 forks | No one-command install · Source | |
| 4001 | 52.558 | adeptus-innovatio-solvitor-mcpmcp · back-end | Solvitor MCP server provides tools to access reverse engineering tools that help developers extract IDL files from closed-source Solana smart… | 3 stars · 3 forks | No one-command install · Source | |
| 4001 | 52.558 | aliafsahnoudeh-shahnameh-mcp-servermcp · back-end | MCP server for accessing the Shahnameh (Book of Kings) Persian epic poem by Ferdowsi, including sections, verses and explanations. | 3 stars · 3 forks | No one-command install · Source | |
| 4001 | 52.558 | zoho-crm-books-mcp-servermcp · back-end | A unified MCP server that integrates Zoho CRM and Zoho Books, enabling AI assistants to manage CRM records, Books customers/invoices, synchronize… | 3 stars · 3 forks | No one-command install · Source | |
| 4001 | 52.558 | ffmpeg-python-mcp-servermcp · back-end | Enables AI assistants to perform video and audio processing tasks such as format conversion, cutting, merging, and adding effects via FFmpeg, with… | 3 stars · 3 forks | No one-command install · Source | |
| 4001 | 52.558 | apillon-mcp-servermcp · back-end | Enables AI models to manage decentralized storage, hosting, and NFTs via Apillon's API. | 3 stars · 3 forks | No one-command install · Source | |
| 4001 | 52.558 | chat-mode-creator-mcp-servermcp · back-end | Creates custom VS Code chat modes and prompts for specialized development workflows such as Azure migration, Bicep development, and spec-driven… | 3 stars · 3 forks | No one-command install · Source | |
| 4001 | 52.558 | kukapay-uniswap-price-mcpmcp · back-end | An MCP server that tracks newly created liquidity pools on Uniswap across multiple blockchains. | 3 stars · 3 forks | No one-command install · Source | |
| 4001 | 52.558 | graphql-bridgemcp · back-end | Provides a bridge between MCP clients and GraphQL APIs, enabling introspection of schemas and execution of arbitrary operations with full support for… | 3 stars · 3 forks | No one-command install · Source | |
| 4001 | 52.558 | klaviyo-api-mcp-servermcp · back-end | Provides comprehensive tools and resources for managing Klaviyo marketing automation, including profiles, lists, campaigns, flows, and more through… | 3 stars · 3 forks | No one-command install · Source | |
| 4001 | 52.558 | mcp-gsheetmcp · back-end | MCP server for interacting with Google Sheets, providing tools to list sheets, read data from cell ranges, and write data to cell ranges. | 3 stars · 3 forks | No one-command install · Source | |
| 4001 | 52.558 | plapinski-phpocalypsemcp · back-end | Enables PHP developers to run static analysis, code style checks, and tests directly within conversations by executing PHPStan, PHP-CS-Fixer, and… | 3 stars · 3 forks | No one-command install · Source | |
| 4001 | 52.558 | calcom-calendarmcp · back-end | Integrates with Cal.com Calendar API to enable appointment scheduling, management, and listing capabilities through calendar operation tools with rate… | 3 stars · 3 forks | No one-command install · Source | |
| 4001 | 52.558 | emmett-deen-linearmcp · back-end | Integrates with Linear project management systems to retrieve and modify data related to users, teams, projects, and issues through the Linear GraphQL… | 3 stars · 3 forks | No one-command install · Source | |
| 4001 | 52.558 | amysatterlee-national-park-servicemcp · back-end | Integrates with the National Park Service API to provide structured park information for trip planning, exploration, and research applications. | 3 stars · 3 forks | No one-command install · Source | |
| 4001 | 52.558 | folderr-tech-folderrmcp · back-end | Integrates with Folderr's API to enable management and communication with Folderr Assistants, facilitating tasks like listing assistants and sending… | 3 stars · 3 forks | No one-command install · Source | |
| 4025 | 52.499 | meta-data-mcpmcp · back-end | A single MCP server that transparently routes user requests to 83 open-data sources with built-in discovery and autonomous plugin creation. | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | word-aligner-mcp-servermcp · back-end | Enables creating word alignment visualizations between sentences and their translations, returning shareable links and preview images. | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | grok-build-bridgemcp · back-end | An MCP server that wraps the local Grok Build CLI, enabling Codex to delegate code reviews, bounded coding tasks, and setup diagnostics to Grok for a… | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | theyahia-yandex-directmcp · back-endalso listed as yandex-direct-mcp | Integrates with Yandex Direct advertising API for managing campaigns, ads, statistics, and keywords. | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | kdursunnizam-relionmcp · back-endalso listed as relion-mcp-server | MCP server for RELION 5.x cryo-EM structure determination with 23 tools covering single-particle analysis workflows. | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | checkyourselfmcp · back-end | Local-first production-readiness MCP server for AI-built apps. It runs read-only checks, produces an evidence-based readiness score, and guides fixes… | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | senado-br-brazilian-federal-senate-open-datamcp · back-end | MCP server for Brazilian Federal Senate open data — 90 tools covering the legislative process, Senate administration, and citizen participation… | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | himkt-pathfindermcp · back-end | Bridges Language Server Protocol servers to MCP clients, enabling jump-to-definition and code navigation features across multiple programming… | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | raycast-mcp-servermcp · back-end | Provides 9 tools to integrate Raycast with AI assistants for workflow automation, extension management, authentication, search, clipboard, and system… | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | klodr-faxdropmcp · back-end | MCP server for sending faxes via the FaxDrop API with support for PDF, DOCX, and image formats. | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | papers-mcpmcp · back-end | MCP server for scientific grounding: search and discover open-access research papers across arXiv, OpenAlex, Crossref, PubMed, and Semantic Scholar… | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | bit2me-mcp-servermcp · back-end | Enables AI assistants to interact with the Bit2Me cryptocurrency ecosystem, including real-time market data, wallet management, trading, and products… | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | vaquillmcp · back-endalso listed as vaquill-ai-vaquill-mcp | Legal research over 8M+ US court opinions, 31M+ Indian judgments, and US statutes via Vaquill's API. | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | chains-apimcp · back-end | Enables AI assistants to query blockchain chain data, including chain details, RPC endpoints, and chain relationships, through a Model Context… | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | mcp-connectwise-psamcp · back-end | MCP server for ConnectWise PSA (Manage) enabling ticket management, time entry, and read-only lookups of companies, contacts, and configurations with… | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | geiserx-spinnakermcp · back-end | Community MCP integration for the Spinnaker CD platform via Gate API. | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | postfastmcp · back-end | Schedule and manage social media posts across 10 platforms via the PostFast API. | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | mcp-abap-adt-calm-servermcp · back-end | MCP server for SAP Cloud ALM, providing 54 tools across 9 services to manage features, tasks, test cases, documents, projects, and more via natural… | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | vechain-mcp-servermcp · back-end | Enables AI assistants to search VeChain documentation, query blockchain data (blocks, transactions, accounts), and interact with tokens, NFTs, and… | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | bench-studio-mcp-servermcp · back-end | A local-first creative studio MCP server that provides access to 73 curated image and video generation models across 5 providers, enabling users to… | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | crawlgraph-mcpmcp · back-end | MCP server for the CrawlGraph backlink-intelligence API. Gives any MCP client - Claude Desktop, Claude Code, Cursor, Cline, Zed, Windsurf - backlink… | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | pp-mcpmcp · back-end | A read-only MCP server that provides filtered account and portfolio data from Portfolio Performance .portfolio files to generate reports. | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | iamdheerajdubey-prisma-sdwanmcp · back-endalso listed as prisma-sd-wan-mcp-server | MCP server for querying Palo Alto Networks Prisma SD-WAN with 15+ read-only tools for network inventory and topology. | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | plaxis-mcpmcp · back-end | MCP server that enables controlling PLAXIS 2D from any MCP client, exposing geometry, staged construction, meshing, calculation, and results as tools… | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | mcp-genofficemcp · back-end | An MCP server for byte-preserving, surgical editing of Office documents (docx, pptx) via the GenOffice engine, enabling extraction, patching… | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | gemiiteam-prsaimcp · back-end | PowerPoint translation server that translates presentations while preserving formatting, layout, and embedded content. | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | citizen4our-ssh-liaisonmcp · back-end | Provides secure remote server access and command execution through SSH connections with persistent shell sessions. | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | astrovisor-mcpmcp · back-end | Enables interaction with the AstroVisor API through MCP, automatically synced to the OpenAPI schema for dynamic tool discovery and execution. | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | aop-mcp-servermcp · back-end | Public MCP endpoint for Adverse Outcome Pathway (AOP) discovery, scientific review, and draft-to-publication workflows. | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | building-standards-act-mcpmcp · back-end | Provides real-time access to Japanese building standards laws and regulations from e-Gov API, helping prevent AI hallucinations by validating… | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | ima-mcp-servermcp · back-end | Wraps IMA knowledge base OpenAPI into a standard MCP server, enabling search, browse, read, and add web pages to knowledge bases from any… | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | yomiraclemcp · back-end | Host MCP Servers | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | selfhub-mcp-servermcp · back-end | A personal AI memory hub that stores and retrieves personal data from any MCP-enabled AI assistant, enabling persistent memory across conversations. | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | octotrip-rental-carsmcp · back-end | Free, no-login MCP server for discovering and comparing rental cars with real-time pricing from multiple providers worldwide. | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | cds-kb-mcpmcp · back-end | A dataless MCP server that searches the SAP CDS knowledge base, allowing users to query view metadata and retrieve full view details using local or… | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | monti-apm-mcp-servermcp · back-end | Enables AI assistants to interact with Monti APM for Meteor application performance monitoring. | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | gh-xfn-jjw-shared-mcp-gatewaymcp · back-end | HTTP gateway that aggregates multiple MCP servers into a single endpoint with circuit breaking and health monitoring. | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | ugs-mcpmcp · back-end | MCP server for controlling CNC machines via Universal GCode Sender. Lets Claude (or any MCP-compatible AI assistant) connect to a CNC machine, inspect… | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | unicefstats-mcpmcp · back-end | MCP server for UNICEF child development statistics. Query 790+ child-focused indicators across 200+ countries with disaggregations by sex, age, wealth… | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | kakaotalk-mcpmcp · back-end | Controls KakaoTalk PC via Win32 API, enabling message sending, reading, and chat room management through MCP clients like Claude Desktop. | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | tim00r-remote-terminalmcp · back-end | SSH terminal enabling Claude to execute commands on remote Linux servers | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | mcp-all-inklmcp · back-end | MCP server for managing All-Inkl.com web hosting via the KAS SOAP API, providing tools for domains, DNS, email, databases, cronjobs, and SSL… | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | prismicio-mcp-servermcp · back-end | Deprecated MCP server for Prismic; users are advised to use the new Prismic CLI-based approach or Prismic's server-side MCP server instead. | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | autohotkey-v2-mcp-servermcp · back-end | Enables AI assistants to write, validate, debug, and execute AutoHotkey v2 scripts on Windows, with tools for syntax checking, script execution… | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | oliver0804-cynthionmcp · back-end | MCP server for controlling Cynthion USB test instruments with 17 tools for sniffing, decoding, and emulating USB devices in hardware reverse… | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | spond-no-match-mcpmcp · back-end | An MCP server for managing kids' sports activities on Spond. Built for parents who want to give AI assistants access to upcoming matches, training… | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | gapra-nuxt-migration-mcpmcp · back-end | Provides automated analysis, audit, and code generation to migrate Nuxt 2/3 projects to Nuxt 3/4, with orchestrated multi-server workflow support. | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | zhangyh0426-pulse-agentmcp · back-end | Interrupt-aware MCP sidecar server that notifies coding agents of task, guidance, or constraint changes mid-execution. | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | eskomsepushmcp · back-end | South African electricity load shedding schedules and status via the EskomSePush API. | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | mvtandas-wp-cli-mcpmcp · back-end | Full WordPress management via WP-CLI with 30+ tools for themes, plugins, posts, menus, users, database, scaffolding, and cache. Works locally or over… | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | courtlistener-citation-validation-mcp-servermcp · back-end | Validates legal citations against the CourtListener database to detect hallucinated citations in legal documents. | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | liamchampton-f1-race-engineermcp · back-end | F1 race engineering assistant MCP server providing real-time race data, strategy analysis, and lap time telemetry. | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | shanebrady77-quickbooksmcp · back-end | Local MCP server for QuickBooks Online with 60 tools covering financial reporting, invoicing, expense management, and write operations. | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | nexmem-mcpmcp · back-end | A plug-and-play MCP memory server with pluggable database backends that gives AI coding agents a persistent, shared knowledge graph for teams. | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | mcp-jira-devflowmcp · back-end | A Scrum-aware MCP server that provides semantic analysis of Jira issues, sprint health, and Agile workflow intelligence, returning structured… | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | aminer-mcp-servermcp · back-end | Access AMiner's free academic data APIs to search researchers, papers, and patents, enabling AI agents to retrieve and utilize global research… | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | postcardbot-mcp-servermcp · back-end | Send real physical postcards worldwide via AI agents. Bulk send up to 500 recipients. Volume pricing from $0.72/card. | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | fellowabhi-controlapi-openapimcp · back-end | Converts OpenAPI specifications into executable MCP tools with dynamic server switching | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | acetomcp · back-end | A local dev server with MCP interface for building HTML mockups together with an AI agent, enabling live collaborative editing through element… | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | wrxck-openapimcp · back-end | Converts OpenAPI 3.x specifications into callable tools with authentication, operation filtering, rate limiting, and prompt injection defense. | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | companion-mcp-servermcp · back-end | MCP server for Bitfocus Companion, enabling AI assistants to control buttons, triggers, variables, and connections. | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | thebrain-mcp-servermcp · back-end | Wraps TheBrain knowledge graph as an MCP server, enabling AI assistants to search, create, and manage thoughts, links, and notes via natural language. | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | gh-tchivs-aktools-promcp · back-end | Enhanced Chinese financial data server with strategy backtesting, simulated trading, and real-time market alerts. | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | qq-music-mcpmcp · back-end | Integrates QQ Music API with MCP, enabling LLMs to search music, retrieve song details, lyrics, and playback URLs. | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | spanish-public-data-mcpmcp · back-end | MCP server for querying Spanish government open data APIs including grants, legislation, company registry, statistics, and open data catalog. Enables… | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | graphql-mcp-server-2mcp · back-end | Automatically generates MCP tools from any GraphQL API by introspecting its schema, supporting queries, mutations, and authentication. | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | mcp-project-standards-servermcp · back-end | Manages project standards, configurations, and API debugging for AI-assisted development, ensuring unified development practices across teams and… | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | tianfn-document-parsermcp · back-end | Parses PDF, Word, Excel, and PowerPoint documents to Markdown format using the Niutrans document API | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | tianfn-niutrans-translationmcp · back-end | Integrates with Niutrans API to provide professional-grade machine translation between multiple languages for multilingual content creation and… | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | dnullp-bilibilimcp · back-end | Provides a bridge to the Bilibili video-sharing platform for retrieving user profiles, listing followed accounts, and discovering videos through… | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | jcr82-brunomcp · back-end | Integrates with Bruno CLI to provide API testing capabilities including request execution, collection management, environment handling, and automated… | 5 stars · 1 fork | No one-command install · Source | |
| 4025 | 52.499 | hipay-mcp-servermcp · back-end | MCP server for integrating HiPay's Enterprise payment API, providing tools for transaction management, payment processing, and hosted payment pages. | 5 stars · 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.