Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 5001 | Unranked | osm-mcpmcp · other | Provides read-only query tools over OpenStreetMap data in PostGIS, enabling natural language queries for features, categories, and spatial analysis. | No signals yet | No one-command install · Source | |
| 5002 | Unranked | mcp-andreglegg-nomcp · other | Remote MCP tool host serving tree generation tools over Streamable HTTP, returning short-lived download URLs for artifacts. | No signals yet | No one-command install · Source | |
| 5003 | Unranked | provenancemcp · other | Enables querying deterministic risk ratings and explanations for tokenized assets on Mantle. | No signals yet | No one-command install · Source | |
| 5004 | Unranked | byakugan-private-open-source-ai-text-checkermcp · other | A private, open-source AI-text checker. Get a read on whether text looks AI-written, the exact AI-tell spans to fix, a reuse check, and a grammar… | No signals yet | No one-command install · Source | |
| 5005 | Unranked | shopify-theme-inspector-mcpmcp · other | Connects Shopify's Liquid profiler to AI assistants to diagnose slow themes, providing performance reports and recommendations without editing the… | No signals yet | No one-command install · Source | |
| 5006 | Unranked | obsidian-mcp-contextmcp · other | Parses an Obsidian vault and exposes structured context (notes, blocks, tasks, headings) through MCP tools, enabling AI clients to query and reason… | No signals yet | No one-command install · Source | |
| 5007 | Unranked | rfdez-pvpcmcp · other | Retrieve daily Spanish electricity tariffs for 2.0 TD consumers | No signals yet | No one-command install · Source | |
| 5008 | Unranked | secure-bigquery-mcp-gatewaymcp · other | Enables AI assistants to query BigQuery read-only via MCP with enforced dataset boundaries, result limits, and audit labels. | No signals yet | No one-command install · Source | |
| 5009 | Unranked | openwhispr-transcribemcp · other | Provides tools for local meeting speaker analysis and hybrid cloud transcription, supporting resumable transcription and alignment. | No signals yet | No one-command install · Source | |
| 5010 | Unranked | moonlit-legal-researchmcp · other | Official European law, expanding globally: 20M+ documents, 35+ jurisdictions, verifiable citations. | No signals yet | No one-command install · Source | |
| 5011 | Unranked | cdp-pcmcp · other | Provides read-only access to the Cloudera CDP Public Cloud control plane, allowing users to list and describe environments, datahubs, datalakes, DW… | No signals yet | No one-command install · Source | |
| 5012 | Unranked | rails-mcpmcp · other | Default-deny action registry, append-only spend ledger, and human sign-off audit trail (MCP tools). | No signals yet | No one-command install · Source | |
| 5013 | Unranked | pse-edge-mcpmcp · other | Provides unofficial access to Philippine Stock Exchange data including quotes, price history, disclosures, financial reports, and market data via MCP. | No signals yet | No one-command install · Source | |
| 5014 | Unranked | bundled-notes-mcpmcp · other | MCP não oficial para consultar e administrar uma conta autenticada do Bundled Notes Web. Este servidor local expõe bundles, notas Markdown… | No signals yet | No one-command install · Source | |
| 5015 | Unranked | jp-address-mcpmcp · other | Normalizes and verifies Japanese postal addresses, splitting messy strings into structured fields with geolocation and verification. | No signals yet | No one-command install · Source | |
| 5016 | Unranked | pubchem-mcpmcp · other | Enables querying PubChem compound properties and structure images through MCP, providing formula, molecular weight, SMILES, IUPAC name, and image… | No signals yet | No one-command install · Source | |
| 5017 | Unranked | adelie-ai-geocodemcp · other | Converts addresses to coordinates using OpenStreetMap's Photon geocoding service. | No signals yet | No one-command install · Source | |
| 5018 | Unranked | decisionmatrix-mcpmcp · other | Provides a transparent, deterministic multi-criteria decision analysis engine that ranks options against weighted criteria with exact, explainable… | No signals yet | No one-command install · Source | |
| 5019 | Unranked | doableclaw-researchmcp · other | AI research on companies and industries — one MCP tool per research domain. | No signals yet | No one-command install · Source | |
| 5020 | Unranked | inyfinn-cursor-bridge-mcpmcp · other | Enables WordPress site management through Cursor IDE, providing abilities for content operations, plugin/theme management, WooCommerce, and hosting… | No signals yet | No one-command install · Source | |
| 5021 | Unranked | creative-storytellermcp · other | Connects to local LM Studio models to generate highly creative, imaginative stories with customizable genres, tones, and word counts. | No signals yet | No one-command install · Source | |
| 5022 | Unranked | openttd-directorate-mcpmcp · other | Clean-room MCP and OpenTTD GameScript integration for deterministic transport planning and route commissioning. | No signals yet | No one-command install · Source | |
| 5023 | Unranked | context-forgemcp · other | Context Forge is a vendor-neutral continuity layer for AI tools. It stores project context in Markdown and JSON, retrieves task-scoped context, and… | No signals yet | No one-command install · Source | |
| 5024 | Unranked | threads-lyrmcp · other | Provides read-only access to public Threads.net profiles and threads via anonymous scraping, with tools for profile info, user threads, and session… | No signals yet | No one-command install · Source | |
| 5025 | Unranked | drp-compliancemcp · other | Automated SOX/DRP-2026 financial document verification for AI coding assistants. | No signals yet | No one-command install · Source | |
| 5026 | Unranked | kaiten-mcpmcp · other | MCP-сервер для полного управления Kaiten из любого MCP-клиента. Предоставляет 36 инструментов для работы с пространствами, досками, карточками… | No signals yet | No one-command install · Source | |
| 5027 | Unranked | kali-mcp-2mcp · other | Enables AI assistants to perform penetration testing by running real Kali Linux security tools and returning structured, verified findings instead of… | No signals yet | No one-command install · Source | |
| 5028 | Unranked | mcp-response-types-labmcp · other | Enables testing how different MCP clients handle tool results containing both content and structuredContent, including outputSchema enforcement and… | No signals yet | No one-command install · Source | |
| 5029 | Unranked | mcp-dalpralabmcp · other | Enables AI assistants to query DalPraLab's SEO/GEO consulting services, prices, case studies, availability, and submit audit requests directly from… | No signals yet | No one-command install · Source | |
| 5030 | Unranked | compliance-mcpmcp · other | Provides regulatory and compliance intelligence from free government sources, including rules, recalls, enforcement actions, and comment deadlines… | No signals yet | No one-command install · Source | |
| 5031 | Unranked | pokemon-champions-mcpmcp · other | Calculates 1:1 Pokémon Champions singles matchups, returning structured JSON stats, speed, type, and damage analysis, with Korean/English input… | No signals yet | No one-command install · Source | |
| 5032 | Unranked | tepramcpmcp · other | Enables printing labels on King Jim Tepra PRO SR5900P over Wi-Fi/LAN, supporting Japanese text, QR codes, and images through natural language. | No signals yet | No one-command install · Source | |
| 5033 | Unranked | chokepoint-finder-mcpmcp · other | Reduces thousands of security findings to the smallest set of high-impact remediation actions, with fail-closed safety gates, typed execution plans… | No signals yet | No one-command install · Source | |
| 5034 | Unranked | bloodhoundmcp · other | Enables users to query BloodHound Active Directory graph data using natural language, finding attack paths, Kerberoastable accounts, and other AD… | No signals yet | No one-command install · Source | |
| 5035 | Unranked | planist-mcpmcp · other | Enables AI clients to inspect, read, and propose page edits in Planist workspaces over MCP. Supports listing pages, fetching structured content, and… | No signals yet | No one-command install · Source | |
| 5036 | Unranked | air-quality-mcpmcp · other | Provides real-time air quality data (US AQI, PM2.5, PM10, ozone, NO2, SO2, CO) for any city via natural language, using free Open-Meteo data and a… | No signals yet | No one-command install · Source | |
| 5037 | Unranked | swehockeymcp · other | Enables AI assistants to look up Swedish ice-hockey data from stats.swehockey.se — schedules & results, standings, team rosters, and season-total… | No signals yet | No one-command install · Source | |
| 5038 | Unranked | launchlint-mcpmcp · other | Secure local MCP connector for LaunchLint. It reads only supported files from the explicitly approved workspace, respects .gitignore and… | No signals yet | No one-command install · Source | |
| 5039 | Unranked | commerce-operations-mcpmcp · other | Helps a commerce operations analyst investigate stuck synthetic orders, diagnose blockers from stored facts, and create auditable human-review… | No signals yet | No one-command install · Source | |
| 5040 | Unranked | employment-data-mcpmcp · other | Provides read-only FastMCP tools for BLS nonfarm employment, ADP private employment, economic calendar, and employment release summaries. | No signals yet | No one-command install · Source | |
| 5041 | Unranked | geo-home-mcpmcp · other | Enables comparison of residential candidate areas by land price, station walking time, and public transit commute, with PMTiles-powered interactive… | No signals yet | No one-command install · Source | |
| 5042 | Unranked | statsbudget-mcpmcp · other | Provides structured access to Swedish national budget data, including allocations, tax revenue, and fiscal data. Enables queries on budget overviews… | No signals yet | No one-command install · Source | |
| 5043 | Unranked | lithium-vault-mcpmcp · other | Provides primary-source lithium and battery-metals mining data from SEC/ASX/TSX/SEDAR filings, with production, costs, reserves, and financials for 40… | No signals yet | No one-command install · Source | |
| 5044 | Unranked | urano-chartsmcp · other | Provides advanced charting widgets (uPlot time series, ECharts box plots and parallel coordinates) for Urano Desktop/Cloud via MCP tools that build… | No signals yet | No one-command install · Source | |
| 5045 | Unranked | my-mcp-appmcp · other | A starter template for building MCP Apps on deco, enabling interactive UIs powered by the Model Context Protocol through tools and HTML resources. | No signals yet | No one-command install · Source | |
| 5046 | Unranked | ibm-bob-cursor-bridgemcp · other | Provides tools for Cursor to interact with IBM Bob Shell, enabling Bob-powered coding assistance, session management, and task delegation directly… | No signals yet | No one-command install · Source | |
| 5047 | Unranked | keyhalve-verify-mcpmcp · other | Enables AI to verify KeyHalve-sealed documents from any platform. Verifies status, ciphertext integrity, rail attestation, time lock, and issuer trust… | No signals yet | No one-command install · Source | |
| 5048 | Unranked | colab-cli-mcpmcp · other | Enables MCP clients to execute Python code on Google Colab GPU/TPU runtimes via the official Colab CLI, with session, file, and package management… | No signals yet | No one-command install · Source | |
| 5049 | Unranked | tender-documents-mcpmcp · other | Safely downloads and extracts public tender documents from PDFs, Office files, and ZIP archives into text with structured signals, while also… | No signals yet | No one-command install · Source | |
| 5050 | Unranked | pixlintmcp · other | Provides AI assistants with a comprehensive computer-vision dataset toolkit for analyzing, curating, augmenting, and exporting datasets, including… | No signals yet | No one-command install · Source | |
| 5051 | Unranked | chesscom-mcpmcp · other | Enables querying Chess.com public data including player profiles, stats, games, and club information through natural language. | No signals yet | No one-command install · Source | |
| 5052 | Unranked | helm-personal-osmcp · other | Provides MCP tools to read and update a local-first personal OS for goals, tasks, habits, food, workouts, and check-ins. Enables assistants to manage… | No signals yet | No one-command install · Source | |
| 5053 | Unranked | xs-shlink-mcpmcp · other | Enables to manage and analyze a Shlink URL-shortener instance with tools for short URLs, visits, tags, domains, redirect rules, QR codes, and Mercure… | No signals yet | No one-command install · Source | |
| 5054 | Unranked | autodesk-mcp-platformmcp · other | Lets any MCP-compatible AI assistant read and edit Autodesk Civil 3D drawings through tools for alignments, surfaces, corridors, pipe networks… | No signals yet | No one-command install · Source | |
| 5055 | Unranked | legal-gemcp · other | Find verified legal specialists in Georgia from natural-language queries in Georgian, English, and Russian. | No signals yet | No one-command install · Source | |
| 5056 | Unranked | wiki-compilermcp · other | Compiles web sources into structured, backlinked wiki pages in an Obsidian-compatible vault and enables querying the knowledge base via MCP. | No signals yet | No one-command install · Source | |
| 5057 | Unranked | zoxide-doctormcp · other | Provides a read-only MCP tool to diagnose zoxide installation and shell setup, returning a JSON report with setup and troubleshooting guides. | No signals yet | No one-command install · Source | |
| 5058 | Unranked | weather-prediction-mcpmcp · other | Provides real-time weather data, forecasts, and explainable predictions (umbrella, travel, city comparisons) via natural language, powered by… | No signals yet | No one-command install · Source | |
| 5059 | Unranked | schema-sieve-mcpmcp · other | Local MCP tool for understanding JSON Schema files while planning tests, summarizing types, required fields, constraints, and generating placeholder… | No signals yet | No one-command install · Source | |
| 5060 | Unranked | ecosystem-intelligence-mcpmcp · other | Provides bounded, read-only analysis of local project directories, enabling inventory, marker detection, and safe file reads without executing code. | No signals yet | No one-command install · Source | |
| 5061 | Unranked | mcp-pdf2mdmcp · other | Converts PDFs to Markdown for AI optimization, with tools to detect PDF type (text-based, scanned, mixed, image-based) and support page ranges… | No signals yet | No one-command install · Source | |
| 5062 | Unranked | mcp-floorplansmcp · other | Generates workspace floorplans with deterministic layout calculations, providing tools for space layout generation, zone adjacency analysis, and space… | No signals yet | No one-command install · Source | |
| 5063 | Unranked | opencode-tianjimcp · other | 六爻占卜 opencode 插件(天机)。提供 13 个工具:起卦、排盘、断卦、查卦、梅花体用断卦、八字四柱、小六壬、农历黄历、大衍、易林、京氏、火珠林、查注。数据深度绑定包内 books/(书层)+ data/(统一 schema 数据),安装即用,无需额外配置。 | No signals yet | No one-command install · Source | |
| 5064 | Unranked | citeguardmcp · other | Enables per-claim citation verification for AI-generated text by fetching cited sources and judging whether they support the claim, with verdicts and… | No signals yet | No one-command install · Source | |
| 5065 | Unranked | locketmcp · other | A privacy-first personal context engine that ingests personal photos and message exports, extracts cited facts, and serves a queryable profile over… | No signals yet | No one-command install · Source | |
| 5066 | Unranked | stockfish-mcpmcp · other | Analyzes chess positions via Stockfish, returning best moves and evaluations from FEN or PGN input. | No signals yet | No one-command install · Source | |
| 5067 | Unranked | financial-assistantmcp · other | Enables natural language stock price queries, leveraging MCP tools to fetch real-time market data from EODHD and present results through a Gradio… | No signals yet | No one-command install · Source | |
| 5068 | Unranked | schedulifyx-mcp-bridgemcp · other | Stages local images and videos into SchedulifyX by uploading files out-of-band and returning media IDs, enabling scheduling without passing bytes… | No signals yet | No one-command install · Source | |
| 5069 | Unranked | mcp-oxidizedmcp · other | Provides MCP tools to query, compare, and analyze network device configurations managed by Oxidized, such as listing devices, viewing backup status… | No signals yet | No one-command install · Source | |
| 5070 | Unranked | wphealthkit-mcpmcp · other | Security audits for WordPress plugins and themes — 62 verification layers (58 deterministic scanners + 4 AI engines), prioritised fix plans and SBOMs. | No signals yet | No one-command install · Source | |
| 5071 | Unranked | amp-mcpmcp · other | Enables MCP-compatible coding harnesses to read Amp threads as Markdown, with pagination and filtering options, through a read-only interface. | No signals yet | No one-command install · Source | |
| 5072 | Unranked | mcp-humanizermcp · other | Provides psycholinguistic, lexical, structural, and discourse-level rules to help writing sound human-authored. Includes reference readers and a… | No signals yet | No one-command install · Source | |
| 5073 | Unranked | company-gibraltarmcp · other | Gibraltar corporate tax calculations, compliance deadline tracking, and PDF form generation. | No signals yet | No one-command install · Source | |
| 5074 | Unranked | company-gibraltar-company-gibraltarmcp · other | Provides Gibraltar corporate tax calculations, compliance deadline tracking, and pre-filled PDF form generation for Companies House filings. | No signals yet | No one-command install · Source | |
| 5075 | Unranked | enlace-metering-mcpmcp · other | Usage tracking and credit/quota access-gating for enlace MCP connectors, providing policy-based metering with ledger recording and fail-closed FastMCP… | No signals yet | No one-command install · Source | |
| 5076 | Unranked | researchstat-aimcp · other | Enables AI-native statistical analysis and reproducible research workflows through MCP, including natural language planning, protocol-based analysis… | No signals yet | No one-command install · Source | |
| 5077 | Unranked | laddro-careermcp · other | Career platform MCP for tailoring resumes, generating cover letters, and accessing 22 customizable templates. | No signals yet | No one-command install · Source | |
| 5078 | Unranked | not-boring-resume-mcpmcp · other | Renders a YAML CV into a one-page PDF via notboringresume.cloud, optionally generating a cover letter adapted to the resume and job offer. | No signals yet | No one-command install · Source | |
| 5079 | Unranked | erc-8183-mcpmcp · other | Exposes read-only ERC-8004/ERC-8183 resources and preparation tools for deliverable hashes, evaluation reason hashes, and ERC-8004 feedback payloads. | No signals yet | No one-command install · Source | |
| 5080 | Unranked | sinmungo-mcpmcp · other | Helps users draft formal Korean government civil complaints from informal descriptions, classifying the complaint type, providing legal hints, and… | No signals yet | No one-command install · Source | |
| 5081 | Unranked | corantgmbh-air-q-localmcp · other | Direct HTTP communication with air-Q air quality sensor devices on the local network. | No signals yet | No one-command install · Source | |
| 5082 | Unranked | rekordbox-performermcp · other | Enables safety-first live control of Rekordbox over a virtual MIDI port, with armed transitions, dry-run preview, and emergency stop. | No signals yet | No one-command install · Source | |
| 5083 | Unranked | renpy-mcpmcp · other | Enables AI assistants to create and manage Ren'Py visual novel projects, including adding labels and characters, validating syntax, and running… | No signals yet | No one-command install · Source | |
| 5084 | Unranked | bargo-congress-trades-mcpmcp · other | Query normalized U.S. House and Senate STOCK Act disclosures, member trading histories, and aggregate trading statistics through MCP. | No signals yet | No one-command install · Source | |
| 5085 | Unranked | kelivo-file-maker-mcpmcp · other | Enables Kelivo to generate text files (TXT, HTML, etc.) from code and return HTTPS download links, with files stored temporarily for 24 hours. | No signals yet | No one-command install · Source | |
| 5086 | Unranked | br0ski777-token-holdersmcp · other | Crypto token holder distribution analysis — top holders, whale count, and concentration score. | No signals yet | No one-command install · Source | |
| 5087 | Unranked | br0ski777-gdpr-scannermcp · other | Scans websites for GDPR compliance issues including cookie consent, privacy policies, and tracking scripts with a 0–100 score. | No signals yet | No one-command install · Source | |
| 5088 | Unranked | br0ski777-word-countermcp · other | Count words, characters, sentences, paragraphs, and reading time. | No signals yet | No one-command install · Source | |
| 5089 | Unranked | br0ski777-uuid-generatormcp · other | Generate UUIDs v4, v7, ULID, and nanoid with batch support. | No signals yet | No one-command install · Source | |
| 5090 | Unranked | br0ski777-unit-convertermcp · other | Convert units across length, weight, temperature, volume, speed, and data. | No signals yet | No one-command install · Source | |
| 5091 | Unranked | br0ski777-token-pricemcp · other | Real-time crypto token prices with 24h change, market cap, and volume. | No signals yet | No one-command install · Source | |
| 5092 | Unranked | br0ski777-timezone-convertermcp · other | Convert datetimes between timezones and list all IANA zones. | No signals yet | No one-command install · Source | |
| 5093 | Unranked | br0ski777-text-to-speechmcp · other | Convert text to MP3 speech audio in 50+ languages. | No signals yet | No one-command install · Source | |
| 5094 | Unranked | br0ski777-stock-pricemcp · other | Real-time stock quotes with price, change, volume, and market cap. | No signals yet | No one-command install · Source | |
| 5095 | Unranked | br0ski777-ssl-checkermcp · other | Check SSL certificate validity, expiry, issuer, chain, and grade. | No signals yet | No one-command install · Source | |
| 5096 | Unranked | br0ski777-solana-launchesmcp · other | Real-time data feed for new Solana token launches across pump.fun, Raydium, and PumpSwap DEXes. | No signals yet | No one-command install · Source | |
| 5097 | Unranked | br0ski777-slug-generatormcp · other | Generate URL-friendly slugs from text with transliteration and custom separators. | No signals yet | No one-command install · Source | |
| 5098 | Unranked | br0ski777-seo-analyzermcp · other | Audit any URL for SEO: meta tags, headings, links, images, Schema.org, and a 0–100 quality score. | No signals yet | No one-command install · Source | |
| 5099 | Unranked | br0ski777-research-reportmcp · other | Multi-source research report generator with web fetching, producing structured reports from gathered information. | No signals yet | No one-command install · Source | |
| 5100 | Unranked | br0ski777-port-scannermcp · other | Check open TCP ports on any host. | 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.