Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 3801 | Unranked | speedrun-mcpmcp · other | Enables AI assistants to query speedrun.com for games, categories, leaderboards, world records, players, and personal bests using natural language. | No signals yet | No one-command install · Source | |
| 3802 | Unranked | gh-scaratec-trelliomcp · other | Comprehensive Trello integration with 46+ tools for board, list, card, and member management. | No signals yet | No one-command install · Source | |
| 3803 | Unranked | shawn1905-generation-shipmcp · other | AI building world | No signals yet | No one-command install · Source | |
| 3804 | Unranked | pulltrader-seller-economics-mcpmcp · other | Estimates the net amount a trading-card seller keeps when selling the same card through eBay versus Pulltrader's selling methods, using a… | No signals yet | No one-command install · Source | |
| 3805 | Unranked | euacc-eu-funding-mcp-connectormcp · other | Provides AI assistants with real-time, verified European funding data including open grant calls, programmes, consortium partners, VCs, and… | No signals yet | No one-command install · Source | |
| 3806 | Unranked | kyiv-alertsmcp · other | Provides read-only MCP tools to query historical air-raid alerts for Kyiv City, including alert windows, sleep window overlaps, and data coverage… | No signals yet | No one-command install · Source | |
| 3807 | Unranked | mcp-feedsmcp · other | Provides tools to list, read, and fetch RSS/Atom feeds, with curated categories and robust fetching capabilities. | No signals yet | No one-command install · Source | |
| 3808 | Unranked | san-diego-regional-gis-mcpmcp · other | Enables natural language interaction with SANDAG's regional GIS datasets for San Diego County, supporting discovery, querying, and spatial analysis of… | No signals yet | No one-command install · Source | |
| 3809 | Unranked | mcp-markdown-to-confluencemcp · other | Converts Markdown files to Atlassian Document Format and publishes them to Confluence, with support for rendering Mermaid diagrams as PNG attachments. | No signals yet | No one-command install · Source | |
| 3810 | Unranked | expertvagabond-ibmcloudmcp · other | Manage IBM Cloud resources through CLI commands via AI assistants. | No signals yet | No one-command install · Source | |
| 3811 | Unranked | arrivia-recsmcp · other | Provides AI-driven, partner-aware travel recommendations with auditability, integrating member context and read-only partner policy rules. | No signals yet | No one-command install · Source | |
| 3812 | Unranked | evidinvestmcp · other | 34 financial data and stock valuation tools — DCF, WACC, portfolio optimization, and SEC filings via AI. | No signals yet | No one-command install · Source | |
| 3813 | Unranked | balatro-codex-mcpmcp · other | Allows Codex desktop to control the Steam game Balatro via local STDIO MCP tools, exposing only constrained normal game actions without debugging or… | No signals yet | No one-command install · Source | |
| 3814 | Unranked | propravenmcp · other | Property intelligence covering 180M+ US parcels with ownership, hazards, permits, and deeds. | No signals yet | No one-command install · Source | |
| 3815 | Unranked | password-mcpmcp · other | Generates strong passwords and evaluates password strength using zxcvbn, with uniform random sampling via Node's crypto. | No signals yet | No one-command install · Source | |
| 3816 | Unranked | mukundakatta-streamparsemcp · other | Parses partial, truncated, and messy JSON strings that standard parsers reject. | No signals yet | No one-command install · Source | |
| 3817 | Unranked | church-mcpmcp · other | Provides tools to access information about religious institutions and community services in Kenya, including Catholic dioceses, Protestant… | No signals yet | No one-command install · Source | |
| 3818 | Unranked | br0ski777-prediction-marketsmcp · other | Fetch Polymarket prediction market odds, probabilities, and volume. | No signals yet | No one-command install · Source | |
| 3819 | Unranked | br0ski777-pdf-generatormcp · other | Generate PDFs from HTML or Markdown with custom page sizes, margins, and layout options. | No signals yet | No one-command install · Source | |
| 3820 | Unranked | br0ski777-gas-oraclemcp · other | Get real-time gas prices, gwei tiers, and USD cost estimates for Base and Ethereum. | No signals yet | No one-command install · Source | |
| 3821 | Unranked | br0ski777-dex-quotesmcp · other | Get best swap quotes across Uniswap, SushiSwap, and Aerodrome on Base and Ethereum. | No signals yet | No one-command install · Source | |
| 3822 | Unranked | br0ski777-color-palettemcp · other | Generates harmonious color palettes using complementary, analogous, and triadic color theory from a seed color. | No signals yet | No one-command install · Source | |
| 3823 | Unranked | br0ski777-base64-codecmcp · other | Encode and decode base64 and URL-safe base64. | No signals yet | No one-command install · Source | |
| 3824 | Unranked | gtmos-mcpmcp · other | Read-only CRM audit for HubSpot that scores data integrity and finds duplicate clusters and stalled revenue using your own token. | No signals yet | No one-command install · Source | |
| 3825 | Unranked | acquis-mcpmcp · other | Acquis gives your assistant exact, verifiable access to EU digital regulation. Instead of paraphrasing from training data, it returns the verbatim… | No signals yet | No one-command install · Source | |
| 3826 | Unranked | zcloak-xero-accounting-mcpmcp · other | Enables accountants to connect Xero, read accounting data, analyze, and execute controlled draft operations after explicit confirmation, with Xero as… | No signals yet | No one-command install · Source | |
| 3827 | Unranked | mcp-foreseamcp · other | Calibrated probability forecasts for any resolvable question — with evidence, prediction-market edge (Polymarket/Kalshi), and a live resolved track… | No signals yet | No one-command install · Source | |
| 3828 | Unranked | councilof-aimcp · other | Provides AI governance and EU AI Act compliance through a council of 12 AIs, enabling risk management, transparency, bias detection, and content… | No signals yet | No one-command install · Source | |
| 3829 | Unranked | cypher-mcpmcp · other | Monetized graph answers over Bitcoin Lightning. Sells priced answers from a graph via operator-authored, parameterized, named Cypher query templates. | No signals yet | No one-command install · Source | |
| 3830 | Unranked | public-data-portal-mcpmcp · other | Enables querying and scanning Korean public procurement and bidding data from multiple agencies (e.g., 나라장터, 방위사업청) through MCP tools, with… | No signals yet | No one-command install · Source | |
| 3831 | Unranked | holonovelmcp · other | Enables running tabletop RPG campaigns as interactive stories with a world model, narrative tools, and role enforcement, integrating rulebooks like… | No signals yet | No one-command install · Source | |
| 3832 | Unranked | aura-courier-mcpmcp · other | A unified MCP connector for Bangladeshi couriers, enabling parcel booking and tracking across multiple services through a single interface. | No signals yet | No one-command install · Source | |
| 3833 | Unranked | verified-ai-free-tiersmcp · other | Verified AI free-tier limits, quota comparisons, commercial-use verdicts and zero-cost workflows. Every entry carries a human-checked verification… | No signals yet | No one-command install · Source | |
| 3834 | Unranked | website-intelligence-providermcp · other | Enables deterministic bilingual website intelligence audits by URL, returning fixed English or Spanish findings without ever contacting the submitted… | No signals yet | No one-command install · Source | |
| 3835 | Unranked | jxoesneon-gemini-audiomcp · other | Audio, music, and voice generation via Google Gemini 2.5 and Lyria 3 models. | No signals yet | No one-command install · Source | |
| 3836 | Unranked | plantcv-mcpmcp · other | Enables plant phenotyping via MCP, returning plant trait measurements along with segmentation overlays to validate mask quality, preventing unreliable… | No signals yet | No one-command install · Source | |
| 3837 | Unranked | production-mastermcp · other | Enables triggering, streaming, and reviewing autonomous production-incident investigations directly from your editor, with human-gated approval for… | No signals yet | No one-command install · Source | |
| 3838 | Unranked | contextboundary-gwmcp · other | Self-hosted MCP gateway that applies deterministic, compiled policy to tool discovery, invocation, and outbound data flow, with no model in the… | No signals yet | No one-command install · Source | |
| 3839 | Unranked | graffiticodemcp · other | Connects AI assistants to Graffiticode's catalog of domain-specific language tools for creating assessments, spreadsheets, and flashcards. | No signals yet | No one-command install · Source | |
| 3840 | Unranked | vibo-mcpmcp · other | Enables hosts and couples to plan event music using Vibo by browsing events, managing song requests, and exporting selections to Spotify/Apple Music… | No signals yet | No one-command install · Source | |
| 3841 | Unranked | ourfamilywizard-mcpmcp · other | Enables natural-language access to OurFamilyWizard for co-parenting messages, calendar, expenses, and journal. | No signals yet | No one-command install · Source | |
| 3842 | Unranked | slugaudit-mcpmcp · other | Enables AI-assisted code audits by extracting signatures and dependencies from source files, tracking changes, and generating structured briefings for… | No signals yet | No one-command install · Source | |
| 3843 | Unranked | aus-accounting-mcpmcp · other | Enables Australian computational accounting, including ATO small business benchmarks, Payday Super 2026 compliance, and Division 7A loan repayment… | No signals yet | No one-command install · Source | |
| 3844 | Unranked | rustpad-mcpmcp · other | Enables an AI assistant to read and collaboratively edit Rustpad pads via the Model Context Protocol, using operational transformation for clean… | No signals yet | No one-command install · Source | |
| 3845 | Unranked | pointmoon-mcpmcp · other | Provides sourced, current physical and environmental field-truth (weather, air quality, water, terrain, etc.) for any location, with provenance and… | No signals yet | No one-command install · Source | |
| 3846 | Unranked | clingen-linkmcp · other | Enables querying ClinGen curated evidence for gene-disease validity, dosage, actionability, and variant pathogenicity via MCP tools. | No signals yet | No one-command install · Source | |
| 3847 | Unranked | minervamcp · other | Manages skills and profiles on disk and probes companion tools (bob, cortex, mcphub, etc.) over stdio MCP, enabling library operations and stack… | No signals yet | No one-command install · Source | |
| 3848 | Unranked | canvas-scholar-mcpmcp · other | Enables students to ask an AI assistant about their Canvas LMS data, including assignments, grades, missing submissions, discussions, and upcoming… | No signals yet | No one-command install · Source | |
| 3849 | Unranked | seaser0-otc-pricingmcp · other | Query Open Telekom Cloud service pricing and resource cost estimates via MCP. | No signals yet | No one-command install · Source | |
| 3850 | Unranked | domoai-mcpmcp · other | Provides a unified MCP interface for smart home automation, enabling device discovery, state management, energy optimization, and policy-aware plan… | No signals yet | No one-command install · Source | |
| 3851 | Unranked | traderspy-mcpmcp · other | Connect AI assistants to TraderSpy's live crypto futures data, including AI trading signals, smart money/whale tracking, market data, and read-only… | No signals yet | No one-command install · Source | |
| 3852 | Unranked | vibedonatemcp · other | Enables peer-to-peer AI inference donation by exposing MCP tools to check node status and request capacity, with local-first compute sharing, consent… | No signals yet | No one-command install · Source | |
| 3853 | Unranked | zetesismcp · other | Enables scientific due diligence by grading claims against public literature, clinical trials, and filings, with explicit citations and optional… | No signals yet | No one-command install · Source | |
| 3854 | Unranked | avie-moneylover-mcpmcp · other | Provides tools to read Money Lover account data and add transactions, with features for previewing, duplicate detection, reconciliation, and safe… | No signals yet | No one-command install · Source | |
| 3855 | Unranked | cognition-workbenchmcp · other | Enables local-first knowledge management for Codex, providing tools for guided discussions, contextual recall, review, and daily topics. | No signals yet | No one-command install · Source | |
| 3856 | Unranked | mcp-eridmcp · other | Инструмент — «читалка/валидатор»: не размещает, не регистрирует и не маркирует рекламу. Ответ носит справочный характер и не является юридическим… | No signals yet | No one-command install · Source | |
| 3857 | Unranked | moonbridgemcp · other | Enables compatible MCP clients to invoke Kimi Code for second opinions, code reviews, and delegated coding tasks with structured results. | No signals yet | No one-command install · Source | |
| 3858 | Unranked | leam-opt-mcpmcp · other | Enables engineers to convert antenna papers/diagrams and natural language specs into auditable, versionable HFSS Python modeling code, with optional… | No signals yet | No one-command install · Source | |
| 3859 | Unranked | footballcharts-mcpmcp · other | Provides AI assistants with live football data for 90+ leagues including tables, results, fixtures, model probabilities, and Monte Carlo season… | No signals yet | No one-command install · Source | |
| 3860 | Unranked | growthkit-revenue-intelligencemcp · other | Sales intelligence for DACH & EU SMEs — lead scoring, ICP fit, CRM enrichment & writeback. | No signals yet | No one-command install · Source | |
| 3861 | Unranked | arcbounty-mcpmcp · other | Browse, take, and submit USDC bounties on ArcBounty (Arc Network, ERC-8183 escrow + ERC-8004 reputation). | No signals yet | No one-command install · Source | |
| 3862 | Unranked | reddit-radar-mcpmcp · other | Find Reddit threads where your product genuinely fits, reconstruct the conversation, and gate every drafted reply against a claim boundary you define. | No signals yet | No one-command install · Source | |
| 3863 | Unranked | tenova-swt3-witnessmcp · other | Cryptographic AI witnessing and compliance toolkit for EU AI Act, NIST AI RMF, OWASP, and CMMC frameworks. | No signals yet | No one-command install · Source | |
| 3864 | Unranked | casino-mcpmcp · other | Control CASINO quantum Monte Carlo calculations: start a run, poll whether it is still running, stop it, list past jobs — and read CASINO's out file… | No signals yet | No one-command install · Source | |
| 3865 | Unranked | exec-mcpmcp · other | Enables executing a single bounded remote shell command on a configured host, returning truncated stdout/stderr tails and an authoritative exec… | No signals yet | No one-command install · Source | |
| 3866 | Unranked | slashvibemcp · other | Social layer for AI coding - DMs, presence, discovery, and games between developers in their editors. | No signals yet | No one-command install · Source | |
| 3867 | Unranked | maxmlang-cxg-censusmcp · other | Query the Chan Zuckerberg CELLxGENE Discover Census single-cell atlas with ontology-aware filters. | No signals yet | No one-command install · Source | |
| 3868 | Unranked | breedsim-mcpmcp · other | Enables interactive breeding program simulation and comparison via MCP, returning statistical distributions (mean, sd, CI) instead of single… | No signals yet | No one-command install · Source | |
| 3869 | Unranked | retroweb-mcpmcp · other | Enables discovery of 1990s-early 2000s Japanese personal websites from web archives by replaying old discovery routes like directories and web rings… | No signals yet | No one-command install · Source | |
| 3870 | Unranked | bag-epl-mcpmcp · other | Enables natural language queries about Swiss mandatory health insurance coverage for medications and medical devices using official BAG lists. | No signals yet | No one-command install · Source | |
| 3871 | Unranked | nomamcp · other | A read-only MCP gateway foundation for Korean public data, exposing bounded public-data capabilities to MCP clients with explicit provider isolation… | No signals yet | No one-command install · Source | |
| 3872 | Unranked | andr-analyse-lectorale-fran-aisemcp · other | Résultats des élections françaises 1999-2026 par bureau de vote, socio-démo INSEE et cartes. | No signals yet | No one-command install · Source | |
| 3873 | Unranked | mcp-umphreysmcp · other | Enables querying Umphrey's McGee setlist data including shows, songs, jam charts, and guest appearances through natural language. | No signals yet | No one-command install · Source | |
| 3874 | Unranked | rami-code-reviewmcp · other | Reviews every PR for security, bugs, and performance, then fixes the findings through MCP, keeping you in control of what merges. | No signals yet | No one-command install · Source | |
| 3875 | Unranked | canvas-mcp-litemcp · other | Enables AI assistants to act as teaching assistants for Canvas LMS, allowing them to browse courses, read student submissions (including PDF/DOCX)… | No signals yet | No one-command install · Source | |
| 3876 | Unranked | embedded-mcp-toolkitmcp · other | 基于MCP协议的嵌入式板卡远程管理工具，提供串口、SSH和本地PowerShell的交互能力，支持会话管理、一键登录等功能。 | No signals yet | No one-command install · Source | |
| 3877 | Unranked | remodeleriqmcp · other | Check if a contractor's remodeling bid is fair — analyze a quote (fairness score + red flags), get 2026 cost estimates by city, and look up BLS trade… | No signals yet | No one-command install · Source | |
| 3878 | Unranked | state-machinemcp · other | Enables validating, simulating, and analyzing finite state machines via MCP tools for step execution, path finding, and schema inspection. | No signals yet | No one-command install · Source | |
| 3879 | Unranked | opendata-campus-mcpmcp · other | 教育資源導航 MCP，可透過 TWCampus 目錄路由至台灣官方教育平台，即時搜尋與讀取公開學習資源。 | No signals yet | No one-command install · Source | |
| 3880 | Unranked | autowhisper-mcpmcp · other | Drives an AI CMO to add products, generate on-brand content (UGC video, posts, images), approve, and publish across 30+ platforms via natural… | No signals yet | No one-command install · Source | |
| 3881 | Unranked | public-company-reporting-window-findermcp · other | Enables users to look up public company earnings dates and reporting windows by providing identifiers like ticker, domain, or CIK. It returns fiscal… | No signals yet | No one-command install · Source | |
| 3882 | Unranked | mcp-bacenmcp · other | Provides tools to query Brazilian Central Bank public data, including SGS time series and PTAX exchange rates. | No signals yet | No one-command install · Source | |
| 3883 | Unranked | office365-mcpmcp · other | Enables multiple users to securely connect their own Microsoft 365 account and use natural language to manage Outlook mail, Teams, and… | No signals yet | No one-command install · Source | |
| 3884 | Unranked | persistent-terminal-mcpmcp · other | Enables persistent remote terminal sessions that survive dropped client connections, using pty-mcp and ai-tmux for interactive work and native OpenSSH… | No signals yet | No one-command install · Source | |
| 3885 | Unranked | scimath-mcpmcp · other | Enables reliable engineering and scientific computation through tools for exact arithmetic, unit-aware formulas, calculus, linear algebra, statistics… | No signals yet | No one-command install · Source | |
| 3886 | Unranked | zuar-portal-mcpmcp · other | Enables natural language management of Zuar Portal instances, including authoring HTML blocks, building pages, managing data sources, queries, themes… | No signals yet | No one-command install · Source | |
| 3887 | Unranked | small-business-intelligence-mcpmcp · other | Provides free, zero-marginal-cost MCP tools for structured small business teardown, competitor analysis, review intelligence, and market opportunity… | No signals yet | No one-command install · Source | |
| 3888 | Unranked | fopost-mcpmcp · other | Enables managing social media posts, accounts, and AI-powered content features from any MCP client, including scheduling, publishing, analysis, and AI… | No signals yet | No one-command install · Source | |
| 3889 | Unranked | healthchecks-io-mcpmcp · other | Enables AI assistants to interact with Healthchecks.io, allowing users to list, create, update, pause, resume, and delete checks, as well as view ping… | No signals yet | No one-command install · Source | |
| 3890 | Unranked | adelaidasofia-financemcp · other | Personal finance management via Plaid integration for account balances and transaction history. | No signals yet | No one-command install · Source | |
| 3891 | Unranked | mermaid-ai-links-mcpmcp · other | Enables AI hosts to generate and open Mermaid diagram links in Markdown files, providing tools for syncing, listing, and injecting diagrams via the… | No signals yet | No one-command install · Source | |
| 3892 | Unranked | local-budgetmcp · other | Enables local-first personal finance management through deterministic tools for importing, categorizing, and analyzing bank transactions. | No signals yet | No one-command install · Source | |
| 3893 | Unranked | wyre-technology-kaseya-bmsmcp · other | Manage Kaseya BMS PSA tickets, accounts, time entries, and contracts via MCP. | No signals yet | No one-command install · Source | |
| 3894 | Unranked | octura-solutions-site-toolsmcp · other | Deterministic Odoo ERP calculators: implementation, migration and upgrade cost, ROI and TCO, US/Canada/EU sales tax and VAT, Canadian payroll source… | No signals yet | No one-command install · Source | |
| 3895 | Unranked | stromy-workflows-mcpmcp · other | Hosted workflow discovery, validation, execution, and lifecycle facade for Stromy, with Entra ID role-based scoping and Azure Container Apps… | No signals yet | No one-command install · Source | |
| 3896 | Unranked | butterstackmcp · other | Grants AI assistants read/write access to your ButterStack game dev pipeline, including tasks, builds, asset approvals, and project status through… | No signals yet | No one-command install · Source | |
| 3897 | Unranked | aaronsb-confluence-cloud-v2mcp · other | Session-based page editing, macro support, and navigation for Atlassian Confluence Cloud. | No signals yet | No one-command install · Source | |
| 3898 | Unranked | headcleanermcp · other | Enables document conversion to Markdown or OKF format, and provides 14 okf_* tools for OKF bundle operations via MCP. | No signals yet | No one-command install · Source | |
| 3899 | Unranked | echo-qcodermcp · other | Governs and manages Qwen Code builder sessions with tools for previewing, starting, inspecting, queuing tasks, and stopping sessions, all within a… | No signals yet | No one-command install · Source | |
| 3900 | Unranked | untitled-2mcp · other | Guides correct disposal methods for confusing household waste items. Provides tools for classifying waste, getting disposal steps, checking confusing… | 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.