Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 4501 | 38.438 | mohdhaji87-yogoshamcp · back-end | Integrates with Yogosha's bug bounty platform API to provide comprehensive program management, vulnerability tracking, asset management, user… | 3 stars | No one-command install · Source | |
| 4502 | 38.438 | docwriter-mcp-servermcp · back-end | A Model Context Protocol server for programmatic creation, modification, and compilation of structured LaTeX documents. | 3 stars | No one-command install · Source | |
| 4503 | 38.438 | mcp-server-12mcp · back-end | A simple, extensible MCP server implementation for local use with tools like Copilot Chat, enabling context management and protocol-compliant… | 3 stars | No one-command install · Source | |
| 4504 | 38.438 | mcp-trustedadvisor-servermcp · back-end | Provides comprehensive access to AWS Trusted Advisor checks and recommendations through both legacy and modern APIs, with support for AWS… | 3 stars | No one-command install · Source | |
| 4505 | 38.438 | gzpaitch-unsplashmcp · back-end | Integrates with Unsplash's API to provide keyword-based photo search, curated collections, and random image generation with detailed metadata… | 3 stars | No one-command install · Source | |
| 4506 | 38.438 | protein-structure-mcp-servermcp · back-end | Searches UniProt by protein name to find accession numbers and retrieves detailed protein structure information from AlphaFold, including direct links… | 3 stars | No one-command install · Source | |
| 4507 | 38.438 | kongyo2-eve-online-estmcp · back-end | Provides EVE Online server time and daily maintenance downtime calculations to help players plan gameplay sessions and fleet operations around the… | 3 stars | No one-command install · Source | |
| 4508 | 38.438 | mateicanavra-filesystemmcp · back-end | Provides secure, permission-controlled access to local filesystems with granular controls for reading, writing, moving, and searching files while… | 3 stars | No one-command install · Source | |
| 4509 | 38.438 | dragosroua-addtaskmanagermcp · back-end | Integrates with the addTaskManager iOS/macOS app through CloudKit to provide structured task and project management following the ADD… | 3 stars | No one-command install · Source | |
| 4510 | 38.438 | glassbead-tc-subspace-domainmcp · back-end | macOS-native bridge server that enables seamless communication between AI clients, providing Unix socket transport, persistent registration, and… | 3 stars | No one-command install · Source | |
| 4511 | 38.438 | mcp-server-appmcp · back-end | An MCP server with LangGraph agent integration that enables AI agents to use custom tools and external APIs for dice rolling, web search, social… | 3 stars | No one-command install · Source | |
| 4512 | 38.438 | logpiper-mcpmcp · back-end | Logpiper is an MCP server and client for streaming terminal command logs with proactive error notifications. | 3 stars | No one-command install · Source | |
| 4513 | 38.438 | logeion-mcp-servermcp · back-end | Enables LLMs to search and retrieve Latin word definitions and lemmas from the Logeion dictionary database, with support for automatic lemmatization… | 3 stars | No one-command install · Source | |
| 4514 | 38.438 | 3commas-mcpmcp · back-end | A Model Context Protocol (MCP) server that integrates AI assistants with the 3Commas cryptocurrency trading platform API, enabling management of DCA… | 3 stars | No one-command install · Source | |
| 4515 | 38.438 | lininn-gitlab-code-reviewmcp · back-end | Integrates with GitLab's REST API to provide merge request analysis, diff comparison, review comment management, and approval workflows for… | 3 stars | No one-command install · Source | |
| 4516 | 38.438 | filemanager-mcp-servermcp · back-end | A file management MCP server enabling complete file and directory operations, including advanced editing, templates, and batch processing through… | 3 stars | No one-command install · Source | |
| 4517 | 38.438 | katalon-mcp-servermcp · back-end | Bridges Katalon Studio with Claude AI for intelligent QA automation, enabling project analysis, test case creation, execution, and object repository… | 3 stars | No one-command install · Source | |
| 4518 | 38.438 | barkme-mcp-servermcp · back-end | Enables sending iOS push notifications through the Bark service directly from Claude conversations. Supports device aliases, all Bark API parameters… | 3 stars | No one-command install · Source | |
| 4519 | 38.438 | lokallost-abusechmcp · back-end | Integrates with abuse.ch threat intelligence platforms (MalwareBazaar, URLhaus, ThreatFox) to provide security reports for files, URLs, domains, and… | 3 stars | No one-command install · Source | |
| 4520 | 38.438 | memos-mcp-servermcp · back-end | Enables AI assistants to create, read, update, delete, and list memos via the MCP protocol. | 3 stars | No one-command install · Source | |
| 4521 | 38.438 | odosmcp · back-end | Integrates with Odos API and Zerion platform to provide DeFi trading capabilities including swap quotes, zap operations, token price data, and… | 3 stars | No one-command install · Source | |
| 4522 | 38.438 | meetings-mcp-servermcp · back-end | Provides read-only access to Google Drive meeting transcripts and Google Calendar events, enabling AI assistants to search, analyze, and retrieve… | 3 stars | No one-command install · Source | |
| 4523 | 38.438 | mcp-expmcp · back-end | Experimental MCP server that integrates OpenAI and Serper APIs for news search, sentiment analysis, and email delivery. | 3 stars | No one-command install · Source | |
| 4524 | 38.438 | api-football-mcp-servermcp · back-end | Enables natural language querying of football/soccer data via the API-Football service, providing access to leagues, teams, players, fixtures… | 3 stars | No one-command install · Source | |
| 4525 | 38.438 | bertron-mcpmcp · back-end | MCP server providing access to the BERtron API for aggregating genomic and environmental data from multiple BER data sources, enabling geospatial… | 3 stars | No one-command install · Source | |
| 4526 | 38.438 | readme-builder-mcpmcp · back-end | An MCP server that automatically scans project directories, extracts routes and environment variables, and generates GitHub-style README files in… | 3 stars | No one-command install · Source | |
| 4527 | 38.438 | advanced-cognitive-mcp-servermcp · back-end | Enables complex problem-solving through multi-modal reasoning, dynamic knowledge graphs, meta-cognitive reflection, and collaborative AI personas. | 3 stars | No one-command install · Source | |
| 4528 | 38.438 | aladin-mcpmcp · back-end | Enables real-time book search, detailed information, and bestsellers from the Aladin OpenAPI, integrated with Claude Desktop via MCP. | 3 stars | No one-command install · Source | |
| 4529 | 38.438 | all-in-one-crypto-trading-mcp-servermcp · back-end | Enables AI-powered cryptocurrency trading and analytics across multiple exchanges and blockchains, with integrated Telegram bot and live trading… | 3 stars | No one-command install · Source | |
| 4530 | 38.438 | mcp-server-for-claudes-toolboxmcp · back-end | Exposes a set of CLI tools (test generation, documentation generation, linting, test running, code search) to AI assistants via MCP, allowing them to… | 3 stars | No one-command install · Source | |
| 4531 | 38.438 | idjohnson-vikunjamcp · back-end | Integrates with Vikunja's API for task creation, retrieval, and management in self-hosted task management workflows | 3 stars | No one-command install · Source | |
| 4532 | 38.438 | clipboard-mcpmcp · back-end | A simple MCP server that allows AI assistants to read from and write to the system clipboard. | 3 stars | No one-command install · Source | |
| 4533 | 38.438 | akr4-applemusicmcp · back-end | Integrates with Apple Music API to enable song searching and playback link generation for music discovery applications | 3 stars | No one-command install · Source | |
| 4534 | 38.438 | pyramid-mcpmcp · back-end | Exposes Pyramid web application endpoints as Model Context Protocol (MCP) tools, enabling AI assistants to interact with Pyramid apps via natural… | 3 stars | No one-command install · Source | |
| 4535 | 38.438 | tech-inspire-image-searchmcp · back-end | Integrates with the Inspire backend API to find similar images based on text descriptions, returning optimized JPEG images with pagination support for… | 3 stars | No one-command install · Source | |
| 4536 | 38.438 | containerlab-mcp-servermcp · back-end | Enables network configuration, connectivity testing, and routing management for ContainerLab Linux containers through an MCP interface. | 3 stars | No one-command install · Source | |
| 4537 | 38.438 | mcp-streaming-http-proxymcp · back-end | Proxies STDIO-based MCP clients to streaming HTTP MCP servers, enabling local clients to connect to remote servers. | 3 stars | No one-command install · Source | |
| 4538 | 38.438 | aws-s3-mcp-servermcp · back-end | Enables browsing S3 buckets and objects, and generating secure presigned URLs for downloads and uploads, through natural language commands in MCP… | 3 stars | No one-command install · Source | |
| 4539 | 38.438 | code2postman-mcpmcp · back-end | Automatically generates Postman collections from code directories by analyzing API endpoints and parameters, enabling easy testing, documentation, and… | 3 stars | No one-command install · Source | |
| 4540 | 38.438 | casper-network-mcp-servermcp · back-end | Enables interaction with the Casper Network blockchain via MCP, providing tools for wallet creation, CSPR transfers, staking/delegation, and account… | 3 stars | No one-command install · Source | |
| 4541 | 38.438 | kedro-mcp-servermcp · back-end | Provides AI assistants with versioned guidance for Kedro projects, including notebook conversion and project migration. | 3 stars | No one-command install · Source | |
| 4542 | 38.438 | airtrail-mcp-servermcp · back-end | Enables AI assistants to manage a self-hosted AirTrail flight tracking instance, providing natural language access to flight data, travel history, and… | 3 stars | No one-command install · Source | |
| 4543 | 38.438 | mdbook-mcp-servermcp · back-end | Enables MCP clients to access and read mdbook documentation, including structure, content, and search. | 3 stars | No one-command install · Source | |
| 4544 | 38.438 | snomed-ct-mcp-servermcp · back-end | Enables querying and browsing SNOMED CT medical terminology concepts, including search, details, and hierarchy navigation via MCP tools. | 3 stars | No one-command install · Source | |
| 4545 | 38.438 | handsontable-mcp-servermcp · back-end | MCP server providing access to Handsontable documentation for AI-powered code generation, with tools to fetch docs, search, and list categories. | 3 stars | No one-command install · Source | |
| 4546 | 38.438 | boj-mcpmcp · back-end | Unofficial MCP server for searching and recommending Baekjoon (BOJ) problems using the solved.ac API. | 3 stars | No one-command install · Source | |
| 4547 | 38.438 | owen-lacey-fplmcp · back-end | Integrates with the official Fantasy Premier League API to retrieve player statistics, team information, fixture data, and league standings for… | 3 stars | No one-command install · Source | |
| 4548 | 38.438 | lizthedeveloper-terminal-command-executormcp · back-end | Provides secure command-line access for executing shell commands with TypeScript validation, returning structured output and error streams through a… | 3 stars | No one-command install · Source | |
| 4549 | 38.438 | fetchv2-mcp-servermcp · back-end | Model Context Protocol (MCP) server for web content fetching and extraction. Enables fetching webpages, extracting clean content using Trafilatura… | 3 stars | No one-command install · Source | |
| 4550 | 38.438 | blackkspydo-openapimcp · back-end | Loads OpenAPI specifications from URLs or files to provide endpoint discovery, schema analysis, payload validation, sample data generation, and cURL… | 3 stars | No one-command install · Source | |
| 4551 | 38.438 | weibo-hot-search-mcp-servermcp · back-end | MCP server that fetches Weibo hot search trends. Supports Stdio, SSE, and Streamable HTTP. | 3 stars | No one-command install · Source | |
| 4552 | 38.438 | ynab-mcpmcp · back-end | A Model Context Protocol server that enables Claude to interact with YNAB budgets, including listing budgets, accounts, transactions, and category… | 3 stars | No one-command install · Source | |
| 4553 | 38.438 | godot-mcp-servermcp · back-end | A Model Context Protocol server that provides AI assistants with tools to interact with Godot projects, enabling starting, stopping, capturing output… | 3 stars | No one-command install · Source | |
| 4554 | 38.438 | codesentinel-mcp-servermcp · back-end | A code quality analysis server that detects security vulnerabilities, deceptive patterns, incomplete code, and highlights good practices in source… | 3 stars | No one-command install · Source | |
| 4555 | 38.438 | docx-mcp-servermcp · back-end | Enables AI agents to read, edit, and create Microsoft Word documents (.docx) with support for rich text, tables, and images, deployable locally or via… | 3 stars | No one-command install · Source | |
| 4556 | 38.438 | mem-ai-mcp-servermcp · back-end | Enables AI assistants to interact with mem.ai memory through a standardized interface, providing complete API coverage with tools for notes… | 3 stars | No one-command install · Source | |
| 4557 | 38.438 | wbso-mcp-servermcp · back-end | Enables AI assistants to automatically detect WBSO-relevant work and log R&D time tracking entries based on configurable project criteria. | 3 stars | No one-command install · Source | |
| 4558 | 38.438 | bosh-mcp-servermcp · back-end | Enables managing BOSH deployments via natural language by providing tools to login to a BOSH director and execute arbitrary BOSH commands. | 3 stars | No one-command install · Source | |
| 4559 | 38.438 | mcp-server-google-workspacemcp · back-end | Provides comprehensive programmatic control over Google Workspace applications including Sheets, Docs, Drive, Gmail, Calendar, and Slides with 141… | 3 stars | No one-command install · Source | |
| 4560 | 38.438 | mcp-typescriptmcp · back-end | A TypeScript backend server providing REST API tools for word counting, UUID generation, and AI prompts via Claude. | 3 stars | No one-command install · Source | |
| 4561 | 38.438 | athukarad109-ghidra-bridgemcp · back-end | Bridges Ghidra reverse engineering platform with HTTP server architecture for program analysis, function management, binary patching, and comment… | 3 stars | No one-command install · Source | |
| 4562 | 38.438 | voxos-ai-clink-mcp-servermcp · back-end | Enables AI assistants to coordinate with teammates and agents via Clink, supporting group management, clinks, milestones, projects, and voting. | 3 stars | No one-command install · Source | |
| 4563 | 38.438 | nsw-parliament-hansard-mcp-servermcp · back-end | Provides programmatic access to the New South Wales Parliament Hansard API, enabling search and retrieval of parliamentary transcripts, debates, and… | 3 stars | No one-command install · Source | |
| 4564 | 38.438 | alisaitteke-npm-registrymcp · back-end | MCP server for npm package management, security analysis, and compatibility checking. | 3 stars | No one-command install · Source | |
| 4565 | 38.438 | axenodev-minemcpmcp · back-end | Minecraft Paper plugin enabling AI agents to control servers through world manipulation, command execution, file operations, and player monitoring via… | 3 stars | No one-command install · Source | |
| 4566 | 38.438 | mjyoo2-hwp-korean-word-processormcp · back-end | Integrates with HWP Korean word processing documents through PowerShell COM API bridge, enabling automated document lifecycle management, text… | 3 stars | No one-command install · Source | |
| 4567 | 38.438 | hwp-mcp-servermcp · back-end | Enables LLMs to read and modify HWP (한글) documents via the HWP COM API, with tools for text, tables, formatting, and file conversion. | 3 stars | No one-command install · Source | |
| 4568 | 38.438 | ocpi-sdkmcp · back-end | MCP server for the OCPI SDK that enables AI-assisted communication with EV charging infrastructure via the Open Charge Point Interface protocol. | 3 stars | No one-command install · Source | |
| 4569 | 38.438 | openscad-mcp-servermcp · back-end | Render STL and PNG from OpenSCAD code. | 3 stars | No one-command install · Source | |
| 4570 | 38.438 | brahim-benzarti-shopify-storemcp · back-end | Connects to live Shopify stores via Admin and Storefront APIs for real-time store operations, inventory management, bulk operations, and customer… | 3 stars | No one-command install · Source | |
| 4571 | 38.438 | weskerllc-cronicorn-mcp-servermcp · back-end | Adaptive cron job and HTTP endpoint scheduling. | 3 stars | No one-command install · Source | |
| 4572 | 38.438 | cronicornmcp · back-end | Enables managing adaptive HTTP jobs with AI-driven scheduling, auto-recovery, and multi-endpoint coordination via MCP. | 3 stars | No one-command install · Source | |
| 4573 | 38.438 | templatedmcp · back-end | Integrates with Templated.io's API for generating images, videos, and PDFs from templates with customizable parameters, template management, and… | 3 stars | No one-command install · Source | |
| 4574 | 38.438 | semantic-dom-filter-mcp-servermcp · back-end | Converts messy HTML into clean semantic markdown with integer IDs, enabling LLMs to navigate and interact with web pages efficiently using… | 3 stars | No one-command install · Source | |
| 4575 | 38.438 | kaggle-mcp-2mcp · back-end | A full-featured MCP server for the Kaggle API — competitions, datasets, kernels, models, benchmarks, and discussions. | 3 stars | No one-command install · Source | |
| 4576 | 38.438 | measure-space-mcp-servermcp · back-end | Provides weather, climate, air quality, agriculture, pollen, and geocoding data from measurespace.io through the Model Context Protocol. | 3 stars | No one-command install · Source | |
| 4577 | 38.438 | feng-rommel-vscode-notebookmcp · back-end | Enables AI agents to operate Jupyter notebooks in VS Code through a bridge server architecture supporting cell management, code execution, and kernel… | 3 stars | No one-command install · Source | |
| 4578 | 38.438 | reflex-docs-mcp-servermcp · back-end | Enables searching and retrieving Reflex documentation, including full-text search, code examples, error analysis, changelog, migration guides, API… | 3 stars | No one-command install · Source | |
| 4579 | 38.438 | koios-mcpmcp · back-end | An MCP server that provides LLMs with access to 95 tools covering the Koios Cardano blockchain REST API, enabling queries for on-chain data like… | 3 stars | No one-command install · Source | |
| 4580 | 38.438 | onecodeaps-retsinformationmcp · back-end | Provides access to Danish laws, bills, parliamentary cases, actors, and legislative history through the Retsinformation API. | 3 stars | No one-command install · Source | |
| 4581 | 38.438 | tushare-mcp-servermcp · back-end | Provides AI assistants with access to Chinese financial market data via the Tushare Pro API, covering stocks, indices, funds, futures, options, bonds… | 3 stars | No one-command install · Source | |
| 4582 | 38.438 | drissionpage-bettermcpmcp · back-end | An MCP server that wraps DrissionPage to provide comprehensive browser automation tools, including tab management, element interaction, network… | 3 stars | No one-command install · Source | |
| 4583 | 38.438 | emit-xhs-cover-mcp-servermcp · back-end | Generates beautiful Xiaohongshu-style cover images via AI, integrated with MCP-compatible tools. | 3 stars | No one-command install · Source | |
| 4584 | 38.438 | mcp-ispkeepermcp · back-end | Read-only MCP server for ISPKeeper ISP management software, enabling querying of clients, invoices, collections, internet connections, support… | 3 stars | No one-command install · Source | |
| 4585 | 38.438 | apollo-mcp-servermcp · back-end | Enables large language models to query and operate on Apollo Configuration Center. Supports managing apps, clusters, namespaces, config items, and… | 3 stars | No one-command install · Source | |
| 4586 | 38.438 | gh-attilio81-public-apis-cataloguemcp · back-end | Query a curated catalogue of 1,400 public APIs by category, authentication type, HTTPS support, and CORS. | 3 stars | No one-command install · Source | |
| 4587 | 38.438 | docat0209-openapi-to-mcpmcp · back-end | Converts any OpenAPI or Swagger specification into callable tools with zero configuration. | 3 stars | No one-command install · Source | |
| 4588 | 38.438 | mcp-server-steel-scrapermcp · back-end | An MCP server that wraps the steel-dev API to enable AI agents to visit websites with browser automation, supporting both stateless scraping and… | 3 stars | No one-command install · Source | |
| 4589 | 38.438 | archetypal-ai-mcp-servermcp · back-end | Provides persistent memory tools (recall, remember, checkpoint) for AI agents, enabling them to save and restore state across sessions. | 3 stars | No one-command install · Source | |
| 4590 | 38.438 | photoshop-mcp-windows-firstmcp · back-end | An MCP server for controlling Adobe Photoshop from AI assistants, with Windows-first workflow, structured state, smoke-tested action playback, and a… | 3 stars | No one-command install · Source | |
| 4591 | 38.438 | datev-mcp-servermcp · back-end | A local MCP server for analyzing DATEV bookkeeping data in natural language. It reads EXTF export files locally and provides tools for balances, open… | 3 stars | No one-command install · Source | |
| 4592 | 38.438 | weibaohui-mcp2climcp · back-end | CLI tool for discovering, exploring, and invoking MCP server tools from the command line. | 3 stars | No one-command install · Source | |
| 4593 | 38.438 | kiransth77-aionmcpmcp · back-end | Dynamic API tool generator for OpenAPI, GraphQL, and AsyncAPI specifications | 3 stars | No one-command install · Source | |
| 4594 | 38.438 | aionmcpmcp · back-end | An autonomous Go MCP server that dynamically imports OpenAPI, GraphQL, and AsyncAPI specs and exposes them as tools to agents with self-learning and… | 3 stars | No one-command install · Source | |
| 4595 | 38.438 | gomag-mcpmcp · back-end | A Model Context Protocol server for the Gomag Public API that provides 48 typed MCP tools for managing products, orders, customers, shipping… | 3 stars | No one-command install · Source | |
| 4596 | 38.438 | mcp-server-systemeiomcp · back-end | Enables Claude to manage Systeme.io accounts, including contacts, tags, courses, and subscriptions, through natural language. | 3 stars | No one-command install · Source | |
| 4597 | 38.438 | consciousness-mcp-servermcp · back-end | A pluggable vector memory server for semantic search and long-term memory, with session-scoped and universal memory tools. | 3 stars | No one-command install · Source | |
| 4598 | 38.438 | swagger-ts-mcpmcp · back-end | Generates TypeScript types for API functions from Swagger/OpenAPI documents, enabling AI IDEs to automatically create type definitions. | 3 stars | No one-command install · Source | |
| 4599 | 38.438 | namishsaxena-mcpspecmcp · back-end | Documentation and specification generator for MCP servers with interactive HTML docs and YAML spec output. | 3 stars | No one-command install · Source | |
| 4600 | 38.438 | lookhui-ida-pro-mcpmcp · back-end | Extended IDA Pro MCP server and plugin collection with 147 reverse engineering tools accessible via stdio, HTTP, and SSE transports. | 3 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.