Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 5301 | Unranked | was-hubspot-mcpmcp · other | Connects AI assistants to HubSpot CRM, providing tools to manage contacts, companies, deals, and more via natural language. | No signals yet | No one-command install · Source | |
| 5302 | Unranked | genicam-mcpmcp · other | Enumerates, connects, configures, and captures from industrial cameras via the GenICam GenTL standard, exposing the full feature tree without vendor… | No signals yet | No one-command install · Source | |
| 5303 | Unranked | wanakahaus-mcpmcp · other | Booking system for private accomo | No signals yet | No one-command install · Source | |
| 5304 | Unranked | dongnesos-mcpmcp · other | Helps users prepare Korean neighborhood inconvenience reports by classifying issues, explaining evidence, and drafting neutral reports without… | No signals yet | No one-command install · Source | |
| 5305 | Unranked | vivado-mcp-nativemcp · other | Enables AI clients to directly launch, control, and analyze AMD/Xilinx Vivado on Windows and Linux, supporting project management, synthesis… | No signals yet | No one-command install · Source | |
| 5306 | Unranked | agency-opportunity-radarmcp · other | Enables users to research public websites, identify SEO problems, match them to agency services, and score opportunities with evidence. | No signals yet | No one-command install · Source | |
| 5307 | Unranked | us-property-hazard-riskmcp · other | Assesses natural hazard exposure (flood, wildfire, earthquake, coastal proximity) for a single US property address using only free, keyless public… | No signals yet | No one-command install · Source | |
| 5308 | Unranked | parampilot-mcpmcp · other | Enables interaction with ParamPilot's campaign optimization platform via Model Context Protocol, providing tools for campaign management, experiments… | No signals yet | No one-command install · Source | |
| 5309 | Unranked | workflow-generatormcp · other | Architecture diagram with concurrency capacity and bottleneck estimates from any codebase. | No signals yet | No one-command install · Source | |
| 5310 | Unranked | session-vaultmcp · other | Discover, archive, catalog, and verify OpenCode sessions with remote upload support. | No signals yet | No one-command install · Source | |
| 5311 | Unranked | mcp-surface-lintmcp · other | Static checks over an MCP tool surface to find where a caller could do the wrong thing and get no error back. | No signals yet | No one-command install · Source | |
| 5312 | Unranked | survey-builder-ai-mcpmcp · other | Enables creating surveys, validating questions, collecting responses, and generating analysis reports. | No signals yet | No one-command install · Source | |
| 5313 | Unranked | csoai-org-compression-ai-mcpmcp · other | AI-assisted data compression and archive management tools. | No signals yet | No one-command install · Source | |
| 5314 | Unranked | contacts-mcpmcp · other | Enables AI assistants to manage contacts with full CRUD, dedup, merge, import/export, sync with Google/Apple/CardDAV, and git-backed rollback. | No signals yet | No one-command install · Source | |
| 5315 | Unranked | uuid-ai-mcpmcp · other | Generates UUID, ULID, and NanoID identifiers via MCP protocol. | No signals yet | No one-command install · Source | |
| 5316 | Unranked | csoai-org-gardening-ai-mcpmcp · other | Tools for plant care guidance, garden planning, and seasonal growing recommendations. | No signals yet | No one-command install · Source | |
| 5317 | Unranked | mcp-thumbapimcp · other | It generates blogpost images, thumbnails, social post images just from the title. | No signals yet | No one-command install · Source | |
| 5318 | Unranked | sidney-web-to-markdownmcp · other | Fetch any URL and return clean Markdown using a three-tier strategy: native markdown fast-path, trafilatura extraction, and headless Chromium… | No signals yet | No one-command install · Source | |
| 5319 | Unranked | web-to-markdown-mcpmcp · other | Fetches a URL and returns the main content as clean Markdown, using plain HTTP when possible and headless Chromium for JavaScript-rendered or… | No signals yet | No one-command install · Source | |
| 5320 | Unranked | csoai-org-crm-ai-mcpmcp · other | AI-powered customer relationship management data integration tools. | No signals yet | No one-command install · Source | |
| 5321 | Unranked | hackscout-mcpmcp · other | Provides hackathon intelligence for builders by analyzing projects to rank best hackathons, target tracks, and differentiate using fit scoring and… | No signals yet | No one-command install · Source | |
| 5322 | Unranked | nanokvm-picoclaw-mcpmcp · other | Enables managing NanoKVM devices via PicoClaw MCP, including status checks, reboots, and macOS recovery key operations, with secure SSH-based relay. | No signals yet | No one-command install · Source | |
| 5323 | Unranked | ai-competitive-research-assistant-nitrostack-mcpmcp · other | Automates competitive research for startup ideas by executing a 7-step pipeline including idea understanding, competitor discovery, profile… | No signals yet | No one-command install · Source | |
| 5324 | Unranked | translator-pro-aimcp · other | Translates text, detects languages, and compares translations across multiple languages using a built-in phrase dictionary. | No signals yet | No one-command install · Source | |
| 5325 | Unranked | test-case-generator-ai-mcpmcp · other | Enables generation of test cases, edge cases, and test matrices for software testing, integrated with MCP protocol and EU AI Act compliance. | No signals yet | No one-command install · Source | |
| 5326 | Unranked | csoai-org-consciousness-engine-mcpmcp · other | Simulation and modeling tools for consciousness-related AI experiments. | No signals yet | No one-command install · Source | |
| 5327 | Unranked | arthamcp · other | Turns any MCP host into a finance & tax copilot for Indian taxpayers, using live keyless data and deterministic advisory. | No signals yet | No one-command install · Source | |
| 5328 | Unranked | healthbridge-mcpmcp · other | Enables cross-hospital patient safety intelligence by detecting drug interactions, allergy conflicts, duplicate procedures, and medicine stock routing… | No signals yet | No one-command install · Source | |
| 5329 | Unranked | docweave-mcpmcp · other | Write and read PDF documents via MCP: generate PDFs from HTML, URLs, or templates, and extract text from PDFs with OCR support. | No signals yet | No one-command install · Source | |
| 5330 | Unranked | csoai-org-watermarking-authenticitymcp · other | EU AI Act Article 50 compliance and C2PA watermarking for AI-generated content. | No signals yet | No one-command install · Source | |
| 5331 | Unranked | resume-fit-scannermcp · other | Analyzes resume text against job descriptions to provide ATS fit scores, missing keywords, and suggestions. | No signals yet | No one-command install · Source | |
| 5332 | Unranked | csoai-org-customer-support-ai-mcpmcp · other | Tools for building and operating AI-powered customer support workflows. | No signals yet | No one-command install · Source | |
| 5333 | Unranked | groupdocs-viewermcp · other | Renders document pages as PNG images and inspects view metadata using GroupDocs.Viewer. | No signals yet | No one-command install · Source | |
| 5334 | Unranked | johnisanerd-google-localmcp · other | Find local businesses on Google with name, address, phone, hours, ratings, and photos. | No signals yet | No one-command install · Source | |
| 5335 | Unranked | os-control-mcpmcp · other | Controls a Linux host through structured interfaces like systemd, journald, and D-Bus for service management, journal queries, power operations, and… | No signals yet | No one-command install · Source | |
| 5336 | Unranked | mtg-exportmcp · other | Enables generating Magic: The Gathering proxy PDF sheets from Archidekt decks or text card lists, with configurable image size and caching. | No signals yet | No one-command install · Source | |
| 5337 | Unranked | meegle-cli-mcpmcp · other | Enables interaction with Meegle project management via local CLI, supporting work items, views, charts, teams, and workflows through natural language… | No signals yet | No one-command install · Source | |
| 5338 | Unranked | yt-curator-mcpmcp · other | Enables YouTube playlist curation including inventory, deduplication, merging, and deletion via MCP tools. | No signals yet | No one-command install · Source | |
| 5339 | Unranked | senseimcp · other | Enables Japanese language gap analysis and remediation through adaptive probes, evidence tracking, and prerequisite-aware study queues. | No signals yet | No one-command install · Source | |
| 5340 | Unranked | ninjamcpmcp · other | Provides CryptoNinja character settings and worldview to AI via MCP, enabling fan fiction creation, story writing, and lore queries. | No signals yet | No one-command install · Source | |
| 5341 | Unranked | twt-audio-mcpmcp · other | Converts Twitter/X tweets to spoken audio (MP3) using free Edge-TTS, enabling any MCP-compatible AI assistant to read tweets aloud. | No signals yet | No one-command install · Source | |
| 5342 | Unranked | applicationcontrollermcp · other | Exposes GUI automation tools to control mouse, keyboard, and screen of the local machine via PyAutoGUI. | No signals yet | No one-command install · Source | |
| 5343 | Unranked | gh-jellewas-eu-audit-trailmcp · other | Tamper-evident audit trail for EU AI Act and GDPR compliance with PII scanning and hash chain verification. | No signals yet | No one-command install · Source | |
| 5344 | Unranked | lightbringermcp · other | Enables patent management workflows inside AI tools, allowing users to capture and refine inventions, collaborate with attorneys, and access portfolio… | No signals yet | No one-command install · Source | |
| 5345 | Unranked | akyla-mcpmcp · other | Provides as-reported US equity fundamentals, live quotes, financial statements, valuation comps, and a screener from SEC filings, with per-cell filing… | No signals yet | No one-command install · Source | |
| 5346 | Unranked | pulsar-rebuildmcp · other | Enables AI systems to utilise all public data on www.pulsardevelopments.com | No signals yet | No one-command install · Source | |
| 5347 | Unranked | dice-mcpmcp · other | Enables rolling dice with customizable sides and counts, returning results and totals via MCP Streamable HTTP transport. | No signals yet | No one-command install · Source | |
| 5348 | Unranked | mcp-utility-kitmcp · other | Provides utility tools including random jokes, current weather, and name-based age prediction. | No signals yet | No one-command install · Source | |
| 5349 | Unranked | conflict-check-mcpmcp · other | Enables natural language conflict-of-interest checks, historical relationship analysis, and contract review using Verdantas project data and Deltek… | No signals yet | No one-command install · Source | |
| 5350 | Unranked | weekly-reviewmcp · other | Generates weekly review reports in Markdown format based on AI session data and optional user annotations. | No signals yet | No one-command install · Source | |
| 5351 | Unranked | scopeprobemcp · other | Enables AI to measure DC voltage and waveform statistics from DreamSourceLab DSCope oscilloscopes via MCP tools. | No signals yet | No one-command install · Source | |
| 5352 | Unranked | defaultverifier-mcpmcp · other | Verifies signed SAR v0.1 settlement receipts offline using Ed25519 signatures and bundled key registry. | No signals yet | No one-command install · Source | |
| 5353 | Unranked | finresearch-mcpmcp · other | Enables SEC EDGAR financial research, analysis, valuation, and chart data generation through natural language. | No signals yet | No one-command install · Source | |
| 5354 | Unranked | collectible-vaultmcp · other | Enables AI assistants to manage a universal collectibles vault with natural language, supporting item lookup, addition, valuation, and portfolio… | No signals yet | No one-command install · Source | |
| 5355 | Unranked | setellmcp · other | Modern quote to cash powered by AI | No signals yet | No one-command install · Source | |
| 5356 | Unranked | switchboard-notion-mcpmcp · other | Provides tools to manage Notion job records via MCP, including finding customers by phone, creating job entries, scheduling follow-ups, and querying… | No signals yet | No one-command install · Source | |
| 5357 | Unranked | my-first-mcp-2mcp · other | Exposes a greet tool that takes a name and returns a greeting message. | No signals yet | No one-command install · Source | |
| 5358 | Unranked | mail-calendar-mcpmcp · other | Enables full read/write control over Apple Mail.app and Calendar.app on macOS, exposing all configured accounts without per-provider setup. | No signals yet | No one-command install · Source | |
| 5359 | Unranked | mingdao-mcp-relay-node-jsmcp · other | Proxies MCP tools from Mingdao cloud, enabling Coze to use them securely without exposing Mingdao tokens. | No signals yet | No one-command install · Source | |
| 5360 | Unranked | project-handover-checkermcp · other | Enables to extract project handover evidence and check material completeness against requirements without making approval decisions. | No signals yet | No one-command install · Source | |
| 5361 | Unranked | lark-lite-mcpmcp · other | 极轻量、低 Token 消耗的飞书多维表格 MCP 服务，支持链接解析、记录读写和筛选搜索。 | No signals yet | No one-command install · Source | |
| 5362 | Unranked | mcpredminemcp · other | Enables querying Redmine projects via the MCP protocol, currently supporting listing projects. | No signals yet | No one-command install · Source | |
| 5363 | Unranked | mendlensmcp · other | Enables users to diagnose home appliance errors and receive safety actions by identifying products from photos or error codes, using official… | No signals yet | No one-command install · Source | |
| 5364 | Unranked | license-verify-mcpmcp · other | Verifies contractor license status mid-task, returning normalized JSON with active/expired/suspended/revoked status, bond details, and insurance for… | No signals yet | No one-command install · Source | |
| 5365 | Unranked | bizhawk-emulator-mcpmcp · other | Deterministic BizHawk control over MCP for Game Boy, Mega Drive/Genesis, NES, and SNES. | No signals yet | No one-command install · Source | |
| 5366 | Unranked | substance-painter-mcpmcp · other | Enables conversational control of Adobe Substance 3D Painter for look-dev iteration, including baking, smart materials, and generator parameter… | No signals yet | No one-command install · Source | |
| 5367 | Unranked | sentrikmcp · other | Governance runtime that enforces compliance and security standards on AI-generated code before it ships. | No signals yet | No one-command install · Source | |
| 5368 | Unranked | mcp-smart-scheduler-todo-appmcp · other | Enables scheduling and todo management via MCP, allowing users to add reminders, view tasks, and mark completion through natural language. | No signals yet | No one-command install · Source | |
| 5369 | Unranked | poker-mcpmcp · other | Enables simulated multi-table No-Limit Texas Hold'em study and decision-support, allowing users to practice against bots and get… | No signals yet | No one-command install · Source | |
| 5370 | Unranked | ivdmcp · other | Enables intent-verified development by writing structured intents with constraints and tests, then verifying implementations against them to reduce AI… | No signals yet | No one-command install · Source | |
| 5371 | Unranked | thefloor-dashboardmcp · other | Enables reading game state and preparing unsigned transactions for The Floor and StonkBrokers games on Robinhood Chain. | No signals yet | No one-command install · Source | |
| 5372 | Unranked | backcrew-mcp-commusoftmcp · other | Enables AI assistants to interact with Commusoft CRM for tasks like customer lookups, supplier management, and more, with read-only access by default… | No signals yet | No one-command install · Source | |
| 5373 | Unranked | global-context-mcp-gatewaymcp · other | Enterprise-grade intent routing gateway implementing the Model Context Protocol (MCP) spec, optimizing context by routing queries to specialized… | No signals yet | No one-command install · Source | |
| 5374 | Unranked | blender-mcp-nextgenmcp · other | Connects AI assistants to Blender 3D for natural language 3D modeling, scene inspection, material creation, and rendering. | No signals yet | No one-command install · Source | |
| 5375 | Unranked | lol-mode-mcpmcp · other | Provides League of Legends mode-specific data including Arena augments, ARAM balance numbers, and mode mechanics, supporting both Chinese and English… | No signals yet | No one-command install · Source | |
| 5376 | Unranked | xmp4mcp · other | Semantic code knowledge for OSS libraries actually used in a project, across multiple languages. | No signals yet | No one-command install · Source | |
| 5377 | Unranked | drive-relay-mcpmcp · other | Uploads a file that already exists on a persona container's local disk to Microsoft OneDrive/Graph without round-tripping the bytes through an MCP… | No signals yet | No one-command install · Source | |
| 5378 | Unranked | opencode-unreal-engine-mcp-bridgemcp · other | Bridges OpenCode to Unreal Engine 5 editor via a local TCP connection, enabling interaction with the editor such as querying project structure… | No signals yet | No one-command install · Source | |
| 5379 | Unranked | mcp-resource-tool-adaptermcp · other | Exposes MCP resources through generic compatibility tools for clients that cannot call resources/read directly. | No signals yet | No one-command install · Source | |
| 5380 | Unranked | travel-briefing-mcpmcp · other | Enables Kakao Tools users to get comprehensive travel preparation information for Japan, including visa requirements, exchange rates, safety alerts… | No signals yet | No one-command install · Source | |
| 5381 | Unranked | lithuanian-cybersecurity-mcpmcp · other | Query Lithuanian cybersecurity data — regulations, decisions, and requirements from NKSC — directly from AI assistants. | No signals yet | No one-command install · Source | |
| 5382 | Unranked | croatian-competition-mcpmcp · other | Enables querying Croatian competition data including regulations, decisions, and requirements from the Croatian Competition Agency (AZTN) directly… | No signals yet | No one-command install · Source | |
| 5383 | Unranked | romanian-financial-regulation-mcpmcp · other | Enables querying Romanian financial regulation data, including regulations, enforcement actions, and currency checks, directly from AI assistants. | No signals yet | No one-command install · Source | |
| 5384 | Unranked | mcp-indian-astrologymcp · other | Enables AI assistants to access Indian Vedic astrology services including Panchang, Kundli, matchmaking, and festivals through natural language. | No signals yet | No one-command install · Source | |
| 5385 | Unranked | ts-graph-toolsmcp · other | Enables querying a TypeScript codebase's graph for call flows, type relationships, and symbol locations without reading file bodies. | No signals yet | No one-command install · Source | |
| 5386 | Unranked | text-processor-mcpmcp · other | Provides 9 text processing tools for analysis, sentiment, language detection, summarization, spelling, and readability tips. | No signals yet | No one-command install · Source | |
| 5387 | Unranked | looker-health-mcp-toolmcp · other | Provides MCP tools to perform Looker health checks (health_pulse, health_analyze, health_vacuum) via the MCP Toolbox connector. | No signals yet | No one-command install · Source | |
| 5388 | Unranked | pvl-gate-mcpmcp · other | Enables AI coding assistants to assess dependency introduction risks via ProjectValueLab's gate service, providing recommendations (GO/VALIDATE/DROP)… | No signals yet | No one-command install · Source | |
| 5389 | Unranked | sales-analyzer-mcpmcp · other | Sales anomaly detection for a sample café dataset. Enables analyzing weekly sales, product history, and detecting anomalies like closures or pricing… | No signals yet | No one-command install · Source | |
| 5390 | Unranked | mcp-nfs-emissormcp · other | Emits Shopee affiliate commission NFS-e from a monthly CSV, running 100% locally via stdio with CSV, A1 certificate, and emission never leaving the… | No signals yet | No one-command install · Source | |
| 5391 | Unranked | blumen-komandermcp · other | Order fresh flowers with same-day delivery in Munich from Germany's first florist with MCP. | No signals yet | No one-command install · Source | |
| 5392 | Unranked | csv-analyzer-mcpmcp · other | Enables AI assistants to analyze CSV files by providing statistical analysis and structural summaries via MCP tools. | No signals yet | No one-command install · Source | |
| 5393 | Unranked | mcp-expense-trackermcp · other | Enables tracking personal expenses by adding, listing, deleting, and summarizing expenses by day or month, stored locally in a JSON file. | No signals yet | No one-command install · Source | |
| 5394 | Unranked | tracker-mcpmcp · other | Enables querying machine-learning experiments in natural language. Supports listing, inspecting, ranking, and comparing experiment runs. | No signals yet | No one-command install · Source | |
| 5395 | Unranked | recipe-toolsmcp · other | Enables extraction of recipes from PDFs or JPG files and conversion into structured HTML, with interactive region selection and OCR via a web GUI. | No signals yet | No one-command install · Source | |
| 5396 | Unranked | seerah-kbmcp · other | Enables users to ask questions about the life of Prophet Muhammad ﷺ and get answers grounded in four scholarly books, fully offline and free. | No signals yet | No one-command install · Source | |
| 5397 | Unranked | mcp-zenkitmcp · other | Enables managing Zenkit collections and entries through natural language commands, including listing, creating, updating, and deleting entries. | No signals yet | No one-command install · Source | |
| 5398 | Unranked | reconmcp · other | Enables multi-source research with YouTube, papers, and podcasts, scoring for substance and credibility, and creating NotebookLM notebooks with… | No signals yet | No one-command install · Source | |
| 5399 | Unranked | voicebox-mcp-fullmcp · other | Provides full control over the locally-hosted Voicebox TTS/voice-cloning app, exposing 102 tools for speech generation, voice cloning, audio project… | No signals yet | No one-command install · Source | |
| 5400 | Unranked | folder-statsmcp · other | Provides a tool to count files and folders in a directory, supporting both recursive and non-recursive counts. | No signals yet | 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.