Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 4801 | Unranked | beyondcompare-mcpmcp · other | Enables file comparison, folder diffing, 3-way merging, folder sync, and scripted automation through MCP. | No signals yet | No one-command install · Source | |
| 4802 | Unranked | amr-climate-atlas-mcpmcp · other | Enables on-demand querying of live NASA POWER weather anomalies and NCBI Pathogen Detection genomic antimicrobial-resistance data for causal analysis. | No signals yet | No one-command install · Source | |
| 4803 | Unranked | hostgate-mcpmcp · other | Enables an MCP client to safely access selected local files and trusted executables with policy control, audit, and rollback via a Windows control… | No signals yet | No one-command install · Source | |
| 4804 | Unranked | paperpressmcp · other | Provides an MCP interface to detect a company's brand from a URL and render markdown into a branded PDF, including management of saved brand kits. | No signals yet | No one-command install · Source | |
| 4805 | Unranked | toolbox-mcpmcp · other | Enables name validation, arithmetic evaluation, shape identification from images, syllabus study material lookup, and graph-based route optimization… | No signals yet | No one-command install · Source | |
| 4806 | Unranked | workatastartup-mcpmcp · other | Enables AI assistants to query Y Combinator startup jobs and companies via the Work at a Startup platform, including advanced filters for skills… | No signals yet | No one-command install · Source | |
| 4807 | Unranked | coinugget-crypto-signalsmcp · other | Provides real-time cryptocurrency market signals including RSI, top gainers, price action, kimchi premium, market prices, and derivatives data from… | No signals yet | No one-command install · Source | |
| 4808 | Unranked | doctorverifymcp · other | Enables verification of Indian doctors by querying the National Medical Commission's Indian Medical Register for registration, profiles, and blacklist… | No signals yet | No one-command install · Source | |
| 4809 | Unranked | research-with-sourcesmcp · other | Enables generating deterministic, cited research findings from caller-supplied source metadata and excerpts via a local-fixture MCP tool, supporting… | No signals yet | No one-command install · Source | |
| 4810 | Unranked | meeting-summary-mcpmcp · other | Enables automatic generation of structured meeting minutes from Feishu meeting links, date ranges, or arbitrary meeting transcripts, with summaries… | No signals yet | No one-command install · Source | |
| 4811 | Unranked | dq-mcpmcp · other | Enables language models to run data-quality checks and profiling on local files, using dbt-style assertions like not_null, unique, relationships, and… | No signals yet | No one-command install · Source | |
| 4812 | Unranked | vuln-mcp-appmcp · other | An intentionally vulnerable, locally-runnable MCP security laboratory (a 'DVWA for MCP') used to evaluate a separate FYP security scanner. | No signals yet | No one-command install · Source | |
| 4813 | Unranked | competitive-intelmcp · other | Autonomous competitive intelligence tracking competitors across LinkedIn, news, reviews, job postings, and regulatory signals, generating executive… | No signals yet | No one-command install · Source | |
| 4814 | Unranked | ezfacility-training-prep-mcpmcp · other | Automatically gathers Salesforce deal facts and Gong call transcripts for a given account, compiles them into a training prep checklist, and flags any… | No signals yet | No one-command install · Source | |
| 4815 | Unranked | clickup-mcp-fullmcp · other | Enables reading entire nested ClickUp subtask trees in a single call, plus task, list, folder, comment, tag, and time-tracking operations through… | No signals yet | No one-command install · Source | |
| 4816 | Unranked | bloxberg-mcpmcp · other | Enables AI assistants to query bloxberg blockchain state, explore transactions and contracts via Blockscout, and verify Research Object Certificates… | No signals yet | No one-command install · Source | |
| 4817 | Unranked | evm-mcp-auditormcp · other | Enables AI assistants to audit Solidity smart contracts for security vulnerabilities, fetch verified source code from block explorers, decode… | No signals yet | No one-command install · Source | |
| 4818 | Unranked | hosted-mcp-apps-example-gallerymcp · other | Enables users to interact with a gallery of sample interactive MCP Apps, such as a budget allocator or cohort heatmap, by connecting a remote… | No signals yet | No one-command install · Source | |
| 4819 | Unranked | imagegrain-mcpmcp · other | Enables applying deterministic film grain and analog adjustments to photos locally via natural language, with no uploads. | No signals yet | No one-command install · Source | |
| 4820 | Unranked | paperofficemcp · other | 357+ AI-powered tools for document processing, OCR, IDP, e-signatures, and knowledge graphs. | No signals yet | No one-command install · Source | |
| 4821 | Unranked | compoundpulse-proofmcp · other | A second opinion on any ticker, before you act. The case for it, the case against it, and the price that proves it wrong. | No signals yet | No one-command install · Source | |
| 4822 | Unranked | sully-tarot-mcpmcp · other | Enables stateless tarot card draws for character-led readings, with support for single, three-card, and relationship spreads, and generates SullyOS… | No signals yet | No one-command install · Source | |
| 4823 | Unranked | text2dmcp · other | Enables AI assistants to procedurally generate, edit, quantize, and export 2D retro pixel art textures and tilesets for game development, with… | No signals yet | No one-command install · Source | |
| 4824 | Unranked | nowheremcp · other | Enables AI to explore real-world coordinates by simulating physical presence with sensory details like terrain, weather, sounds, and local knowledge… | No signals yet | No one-command install · Source | |
| 4825 | Unranked | crystallography-mcpmcp · other | Enables CIF inspection, d-spacing and powder pattern calculations, triacylglycerol polymorph fingerprinting, and structure comparison through… | No signals yet | No one-command install · Source | |
| 4826 | Unranked | mini-mcp-demomcp · other | Enables local tool calling over Model Context Protocol via stdio, providing deterministic tools such as calc.add, text.word_count, and… | No signals yet | No one-command install · Source | |
| 4827 | Unranked | bilibili-video-reader-mcpmcp · other | Enables retrieving Bilibili video metadata, part lists, and timestamped official/AI subtitle transcripts through MCP tools, without downloading… | No signals yet | No one-command install · Source | |
| 4828 | Unranked | benteigland11-cartographmcp · other | Geospatial data analysis and map generation from natural language queries. | No signals yet | No one-command install · Source | |
| 4829 | Unranked | scanmalwaremcp · other | Scans URLs for malware, phishing, and security threats using ScanMalware.com. | No signals yet | No one-command install · Source | |
| 4830 | Unranked | fahali-mcpmcp · other | Market-intelligence MCP: 18 detection engines over 9,200+ instruments with calibrated uncertainty and outcome-verified provenance. Informational only… | No signals yet | No one-command install · Source | |
| 4831 | Unranked | bounce-watch-mcpmcp · other | Tracks buying and momentum signals for companies, such as funding rounds, senior hires, office openings, customer wins, and partnerships, with each… | No signals yet | No one-command install · Source | |
| 4832 | Unranked | excelmcp · other | Enables MCP clients to create and manipulate Excel workbooks programmatically, including sheets, cell data, formatting, formulas, charts, and pivot… | No signals yet | No one-command install · Source | |
| 4833 | Unranked | rostermcp · other | Enables querying your team's work (stats, overdue, workload, active members, etc.) via natural language, scoped to your department with read-only… | No signals yet | No one-command install · Source | |
| 4834 | Unranked | tank-fight-mcpmcp · other | Serves the canonical Tank Fight specification, enabling clients to query game parameters, maze layouts, and rules via MCP tools. | No signals yet | No one-command install · Source | |
| 4835 | Unranked | srp-tariffmcp · other | Enables exact residential electricity rates and itemized bills for Salt River Project, computed from filed tariffs with citations, via tools for… | No signals yet | No one-command install · Source | |
| 4836 | Unranked | samsung-stremio-spotify-mcpmcp · other | A personal viewing assistant for Samsung TV that integrates Stremio, Spotify, and optional Trakt, allowing natural language control to find, queue… | No signals yet | No one-command install · Source | |
| 4837 | Unranked | indianrailwaysmcpmcp · other | Enables AI assistants to query real-time Indian Railways data including train schedules, live status, PNR status, seat availability, fares, and coach… | No signals yet | No one-command install · Source | |
| 4838 | Unranked | qiao-mcpmcp · other | Enables AI assistants to interact with bridge structural analysis software for modeling, construction stages, and code checking. | No signals yet | No one-command install · Source | |
| 4839 | Unranked | pshare-share-mcpmcp · other | Enables AI assistants to upload files and folders to a Pshare instance and generate share links, with support for optional password, TTL, and chunked… | No signals yet | No one-command install · Source | |
| 4840 | Unranked | mcp-base64mcp · other | Provides tools to encode files to Base64 strings and decode Base64 content back to files, supporting both text and binary formats. | No signals yet | No one-command install · Source | |
| 4841 | Unranked | gh-architectds-mathgraphsmcp · other | Computes and renders interactive math visualizations including function plots, geometry, histograms, regression curves, and hypothesis tests with… | No signals yet | No one-command install · Source | |
| 4842 | Unranked | solidworks-mcp-2mcp · other | Drives SolidWorks 2022 on Windows via COM to perform CAD operations like sketching, features, dimensioning, and mass property inspection from AI… | No signals yet | No one-command install · Source | |
| 4843 | Unranked | cuttingtoolsai-mcpmcp · other | Brand-neutral carbide grade cross-reference for machining. One tool, grade_xref, returns catalog-verified comparable grades across manufacturers at… | No signals yet | No one-command install · Source | |
| 4844 | Unranked | ibanchecker-mcpmcp · other | IBAN validation, extraction, format specs, and BIC/SWIFT lookup tools for AI assistants, backed by ibanchecker.cash. Covers 90 countries; no IBAN data… | No signals yet | No one-command install · Source | |
| 4845 | Unranked | vnyan-mcpmcp · other | Enables full control and observation of VNyan VTuber avatar software from any MCP client, including reading and writing parameters, triggers… | No signals yet | No one-command install · Source | |
| 4846 | Unranked | load-planner-mcpmcp · other | Enables optimal freight-mode selection (air, sea-LCL, full container) by solving 3D bin-packing, cost optimization, and delivery-risk analysis behind… | No signals yet | No one-command install · Source | |
| 4847 | Unranked | pls-touch-grass-mcpmcp · other | Tracks how long you've been indoors, nags you to touch grass, detects frustration, and recommends nearby parks with live weather. | No signals yet | No one-command install · Source | |
| 4848 | Unranked | cityflo-otp-mcp-2mcp · other | Provides on-time performance analysis for Mumbai North bus routes via tools for route summaries, late trip drill-down, and data quality reports. It… | No signals yet | No one-command install · Source | |
| 4849 | Unranked | memecoin-spottermcp · other | Enables read-only on-chain analysis to spot trending and new memecoin pools, evaluate rug risk, and surface early buyer wallets across Solana, Base… | No signals yet | No one-command install · Source | |
| 4850 | Unranked | deepseek-harness-baidu-netdisk-auditmcp · other | Read-only bridge that lets DeepSeek Harness audit Baidu Netdisk directories via official MCP, blocking downloads and writes. | No signals yet | No one-command install · Source | |
| 4851 | Unranked | sw-toolbox-mcpmcp · other | A local MCP hub for SW Toolbox providing file-processing tools like image compression, conversion, PDF merging, and data utilities. It includes a free… | No signals yet | No one-command install · Source | |
| 4852 | Unranked | naver-works-mcpmcp · other | Enables Hermes to query NAVER WORKS calendar, contacts, and organization directory through natural language, with read-only MCP tools supporting stdio… | No signals yet | No one-command install · Source | |
| 4853 | Unranked | groundlens-mcpmcp · other | Enables hallucination detection for AI assistants by providing tools to assess whether responses are grounded in source material or follow grounded… | No signals yet | No one-command install · Source | |
| 4854 | Unranked | vibex-workflow-mcpmcp · other | Enables creating, inspecting, validating, publishing, and debugging VibeX DAG Workflows as source files, with run control and safe revision… | No signals yet | No one-command install · Source | |
| 4855 | Unranked | unit-expert-mcpmcp · other | Converts common units for length, weight, temperature, area, and volume. | No signals yet | No one-command install · Source | |
| 4856 | Unranked | korture-hiring-mcpmcp · other | Transforms job descriptions into behavioral measurement briefs with evidence-based behavioral dimensions and interview questions. | No signals yet | No one-command install · Source | |
| 4857 | Unranked | rain-checkmcp · other | Enables users to check whether an Australian field-service job can be worked at a location on a given day for a specific trade, using live weather… | No signals yet | No one-command install · Source | |
| 4858 | Unranked | obsifymcp · other | Lets AI assistants work on sensitive files by reasoning over schemas and masked output while deterministic local code handles raw data, never exposing… | No signals yet | No one-command install · Source | |
| 4859 | Unranked | wedding30smcp · other | Enables AI assistants to draft wedding invitation websites by creating unpaid drafts, listing templates, and retrieving pricing information. | No signals yet | No one-command install · Source | |
| 4860 | Unranked | adobe-premiere-pro-mcpmcp · other | Operates local Adobe Premiere Pro projects through MCP, exposing 284 tools for AI-driven video editing including timeline editing, effects, exports… | No signals yet | No one-command install · Source | |
| 4861 | Unranked | dpfmcp · other | AI-powered data integration platform. Onboard users and run DPF data workflows. | No signals yet | No one-command install · Source | |
| 4862 | Unranked | circuitsnapmcp · other | Enables building and simulating electronic circuits by converting netlist descriptions or drawings into live CircuitJS1 simulation URLs. | No signals yet | No one-command install · Source | |
| 4863 | Unranked | bayernwerk-mcpmcp · other | Enables interaction with Bayernwerk Netz's MAP and e-fix portals, providing tools to list and retrieve orders, documents, installer data, and more… | No signals yet | No one-command install · Source | |
| 4864 | Unranked | clipspeed-mcpmcp · other | Enables turning any video into scored, captioned, ready-to-post vertical clips directly from your MCP client, with capabilities to download finished… | No signals yet | No one-command install · Source | |
| 4865 | Unranked | commonlands-mcpmcp · other | Enables lens selection, field of view calculation, Shopify product truth verification, and cart handling for Commonlands precision optics. | No signals yet | No one-command install · Source | |
| 4866 | Unranked | tutu-mcp-proxymcp · other | MCP proxy for Tutu travel services: compacts tool descriptions, adds groundedness checks, supports mock and live modes. | No signals yet | No one-command install · Source | |
| 4867 | Unranked | kvasir-legalmcp · other | Verifiable German, Austrian, Swiss and EU law: resolve citations to the wording in force, verify the citations a model produced against the official… | No signals yet | No one-command install · Source | |
| 4868 | Unranked | trelloaimcp · other | Integrates Trello with Cursor AI via MCP, enabling AI to read, analyze, and manage Trello boards according to user-defined rules. | No signals yet | No one-command install · Source | |
| 4869 | Unranked | dutch-property-contextmcp · other | Enables querying Dutch property context for an address, returning building, energy, neighborhood, environment, heritage, and school data from public… | No signals yet | No one-command install · Source | |
| 4870 | Unranked | dutch-vehicle-contextmcp · other | Provides comprehensive Dutch vehicle information from license plate numbers, including APK inspection history, recalls, odometer checks, and other… | No signals yet | No one-command install · Source | |
| 4871 | Unranked | smart-appliance-mcpmcp · other | Enables discovery and control of smart appliances (TVs, media devices) on the local network through natural language, supporting providers like Roku… | No signals yet | No one-command install · Source | |
| 4872 | Unranked | brava-mcpmcp · other | Enables querying rare-variant, gene-based association results across ~1.2M individuals from 10 global biobanks, supporting phenome-wide scans… | No signals yet | No one-command install · Source | |
| 4873 | Unranked | apk-docforgemcp · other | Enables local-first static and optional controlled dynamic analysis of Android APK artifacts, with provenance-aware downloads, Markdown reports, and… | No signals yet | No one-command install · Source | |
| 4874 | Unranked | pbu-fsbu-mcpmcp · other | MCP-сервер для доступа к текстам российских стандартов бухгалтерского учёта (ПБУ и ФСБУ): поиск и получение пунктов с учётом дат, а также проекция на… | No signals yet | No one-command install · Source | |
| 4875 | Unranked | profitelligencemcp · other | Financial intelligence: insider trades, SEC filings, 13F holdings, and market signals. | No signals yet | No one-command install · Source | |
| 4876 | Unranked | mcp-ptmcp · other | Provides AI assistants with live tools for Portuguese public data including fuel prices, weather, postal codes, statistics, and open data. | No signals yet | No one-command install · Source | |
| 4877 | Unranked | okf-onsmcp · other | Enables discovery and selection of ONS datasets using a frozen metadata bundle, providing bounded access to dataset descriptions, dimensions, and… | No signals yet | No one-command install · Source | |
| 4878 | Unranked | sayall-mcpmcp · other | Provides read-only access to local voice-to-text transcription history from the SayAll wireless mic app on macOS. Enables MCP-compatible assistants to… | No signals yet | No one-command install · Source | |
| 4879 | Unranked | fiscusmcp · other | Provides curated US economic data from Treasury, FRED, BLS, BEA, and other sources through an MCP interface. Enables querying economic series… | No signals yet | No one-command install · Source | |
| 4880 | Unranked | comfyui-local-mcpmcp · other | Enables MCP clients to generate images using local ComfyUI with FLUX.2 Klein models optimized for Apple Silicon, plus model management and system… | No signals yet | No one-command install · Source | |
| 4881 | Unranked | glm4v-mcpmcp · other | Enables to analyze images using GLM-4V vision model via the MCP protocol, supporting local file paths and Data URLs. | No signals yet | No one-command install · Source | |
| 4882 | Unranked | cryptodata-mcpmcp · other | Delivers real-time crypto market microstructure, derivatives, order flow CVD/OI regime classification, fear & greed sentiment, and whale tracking… | No signals yet | No one-command install · Source | |
| 4883 | Unranked | polar-cloud-mcpmcp · other | Enables generating 3D models, slicing them with Polar Cloud defaults, and queuing prints from MCP clients. | No signals yet | No one-command install · Source | |
| 4884 | Unranked | garmin-chinamcp · other | Enables users to access and analyze Garmin China fitness and health data, including activities, recovery, trends, and weather heat stress, through 55… | No signals yet | No one-command install · Source | |
| 4885 | Unranked | commander-workshop-mcpmcp · other | Local-first Commander deck planning, inventory fulfillment, and budget upgrades for Magic: The Gathering. Build, compare, price, and improve decks… | No signals yet | No one-command install · Source | |
| 4886 | Unranked | qwen-image-mcpmcp · other | Enables text-to-image generation using Alibaba Cloud's Qwen-Image models, supporting both synchronous and asynchronous modes with configurable… | No signals yet | No one-command install · Source | |
| 4887 | Unranked | theyahia-getcoursemcp · other | Integrates with GetCourse LMS for user management and deals. | No signals yet | No one-command install · Source | |
| 4888 | Unranked | hellotimemcp · other | Official public knowledge base for HelloTime workforce management — query plans, features, and regional payroll capabilities. | No signals yet | No one-command install · Source | |
| 4889 | Unranked | alyiox-clickhousemcp · other | Read-only ClickHouse integration for metadata exploration, parameterized queries, and plan analysis. | No signals yet | No one-command install · Source | |
| 4890 | Unranked | dutch-tax-income-calculator-mcpmcp · other | Enables Dutch income tax calculations: converts gross to net salary, net to gross, compares multiple salary scenarios, and provides tax bracket data… | No signals yet | No one-command install · Source | |
| 4891 | Unranked | codex-ask-usermcp · other | Enables Codex to clarify requirements via native MCP elicitation controls, supporting single/multiple-choice and free-text questions with recommended… | No signals yet | No one-command install · Source | |
| 4892 | Unranked | ai-multimodal-campaign-architectmcp · other | Enables to plan, write, illustrate, and voice a full marketing campaign through an MCP pipeline that generates copy, moodboards, voiceovers, and… | No signals yet | No one-command install · Source | |
| 4893 | Unranked | esp32-cyd-wi-fi-analyzer-mcpmcp · other | Enables AI assistants to scan and analyze nearby Wi-Fi networks for security vulnerabilities, control an ESP32-CYD device's display and RGB LED, and… | No signals yet | No one-command install · Source | |
| 4894 | Unranked | taiwan-pt-mcpmcp · other | Enables AI assistants to query Taiwan physical therapy evidence, clinical guidelines, and regulations, avoiding fabrication of rehabilitation advice. | No signals yet | No one-command install · Source | |
| 4895 | Unranked | knowcoder-mcpmcp · other | Turns deep-research questions into reusable, source-grounded Workspaces with review checkpoints and background tasks, enabling structured research and… | No signals yet | No one-command install · Source | |
| 4896 | Unranked | rulegraphmcp · other | Rule-based arbitration for conflicting AI tool suggestions — resolves disagreements between tools using a structured rule graph. | No signals yet | No one-command install · Source | |
| 4897 | Unranked | notarizemcp · other | Signed AI content provenance with PII scrubbing — timestamps and signs AI-generated outputs for EU AI Act and FTC compliance. | No signals yet | No one-command install · Source | |
| 4898 | Unranked | foghornmcp · other | Architectural decision tracker with staleness detection — records decisions and alerts when code changes invalidate them. | No signals yet | No one-command install · Source | |
| 4899 | Unranked | cryptotaxedgemcp · other | US tax classification for on-chain transactions: tx hash in → canonical category, tax treatment, confidence, and review flags out. 80+ chains. | No signals yet | No one-command install · Source | |
| 4900 | Unranked | runwaymcpmcp · other | runwayMCP enables job seekers to evaluate US job postings by automatically checking a company's H-1B sponsorship history using real USCIS data… | 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.