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Scored on public signals; components with none are listed as Unranked · Formula

RankScoreComponentDescriptionEvidenceLast commitInstall
3901Unrankedtheartofservice-compliance-intelligencemcp · otherQuery 692+ compliance frameworks, 13,700+ controls, and 280K+ cross-framework mappings.No signals yetNo one-command install · Source
3902Unrankedondc-mcpmcp · otherEnables ONDC compliance automation by providing tools for managing sessions, flows, records, and forms. Supports stateless, horizontally scalable MCP…No signals yetNo one-command install · Source
3903Unrankedmcp-bacenmcp · otherProvides tools to query Brazilian Central Bank public data, including SGS time series and PTAX exchange rates.No signals yetNo one-command install · Source
3904Unrankedeuacc-eu-funding-mcp-connectormcp · otherProvides AI assistants with real-time, verified European funding data including open grant calls, programmes, consortium partners, VCs, and…No signals yetNo one-command install · Source
3905Unrankedgh-enzoemir1-adopsmcp · otherAI-powered cross-platform ad management for Google Ads and Meta Ads.No signals yetNo one-command install · Source
3906Unrankedkyiv-alertsmcp · otherProvides read-only MCP tools to query historical air-raid alerts for Kyiv City, including alert windows, sleep window overlaps, and data coverage…No signals yetNo one-command install · Source
3907Unrankedpipeworx-io-tastedivemcp · otherTasteDive cross-media recommendation engine for finding similar movies, TV shows, music, books, and games via Pipeworx.No signals yetNo one-command install · Source
3908Unrankedmcp-feedsmcp · otherProvides tools to list, read, and fetch RSS/Atom feeds, with curated categories and robust fetching capabilities.No signals yetNo one-command install · Source
3909Unrankedmcp-carbon-intensitymcp · otherEnables users to query the UK National Grid's carbon intensity data, providing real-time and forecasted carbon emissions for electricity generation.No signals yetNo one-command install · Source
3910Unrankednico-apple-mcpmcp · otherEnables AI assistants to interact with local Apple Calendar, Notes, and Contacts on macOS. Provides tools for creating, reading, updating, and…No signals yetNo one-command install · Source
3911Unrankeddcc-mcp-illustratormcp · otherMCP adapter for Adobe Illustrator enabling structured DOM inspection and editing of documents, artwork, and exports via DCC-MCP CLI.No signals yetNo one-command install · Source
3912Unrankeddeckproof-mcpmcp · otherCreates, validates, audits, and repairs PowerPoint .pptx files against the OOXML spec, allowing users to generate spec-compliant slides from…No signals yetNo one-command install · Source
3913Unrankedcodex-peermcp · otherLets one Codex instance send a task to another Codex instance on a different computer, enabling symmetric host-to-host collaboration including…No signals yetNo one-command install · Source
3914Unrankedholonovelmcp · otherEnables running tabletop RPG campaigns as interactive stories with a world model, narrative tools, and role enforcement, integrating rulebooks like…No signals yetNo one-command install · Source
3915Unrankeddruellan-productivemcp · otherIntegrates with Productive.io project management platform to access projects, tasks, pages, and teamsNo signals yetNo one-command install · Source
3916Unrankedaza-mcpmcp · otherEnables AI assistants to buy airtime and data, check wallet balance, list data plans, and view transactions for Nigerian mobile networks via an…No signals yetNo one-command install · Source
3917Unrankednomos-mcp-bridgemcp · otherA local MCP proxy that connects AI clients to nomos system controllers, allowing registration and switching between them via natural language. Enables…No signals yetNo one-command install · Source
3918Unrankedsan-diego-regional-gis-mcpmcp · otherEnables natural language interaction with SANDAG's regional GIS datasets for San Diego County, supporting discovery, querying, and spatial analysis of…No signals yetNo one-command install · Source
3919Unrankedmcp-markdown-to-confluencemcp · otherConverts Markdown files to Atlassian Document Format and publishes them to Confluence, with support for rendering Mermaid diagrams as PNG attachments.No signals yetNo one-command install · Source
3920Unrankedevcharger-mcp-kcmcp · otherEnables comparing Korean EV charging fees across providers and discount cards to find the cheapest option.No signals yetNo one-command install · Source
3921Unrankedexpertvagabond-ibmcloudmcp · otherManage IBM Cloud resources through CLI commands via AI assistants.No signals yetNo one-command install · Source
3922Unrankedspendguard-aimcp · otherEnables FinOps teams to investigate cloud-spend anomalies, draft and approve savings actions, and simulate execution safely without affecting real…No signals yetNo one-command install · Source
3923Unrankedarrivia-recsmcp · otherProvides AI-driven, partner-aware travel recommendations with auditability, integrating member context and read-only partner policy rules.No signals yetNo one-command install · Source
3924Unrankedevidinvestmcp · other34 financial data and stock valuation tools — DCF, WACC, portfolio optimization, and SEC filings via AI.No signals yetNo one-command install · Source
3925Unrankeddsh-schema-migration-proofmcp · otherLets users inspect and verify content-addressed schema migration evidence offline, checking idempotence, reversible rollback, required invariants, and…No signals yetNo one-command install · Source
3926Unrankeddsh-loader-settlement-proofmcp · otherEnables verification of content-addressed settlement receipts for DSH Loader activation, injection closure, and tool schema settlement.No signals yetNo one-command install · Source
3927Unrankedquantum-suitability-validatormcp · otherAI triage for quantum computing proposals: screen projects for technical suitability before budget allocation.No signals yetNo one-command install · Source
3928Unrankedquantum-suitability-validator-mcpmcp · otherScreens quantum computing POC proposals using expert decision rules to produce auditable triage verdicts before escalation, budget allocation, or…No signals yetNo one-command install · Source
3929Unrankedgh-flywheelstudio-ulinkmcp · otherDeep linking for iOS, Android, and Flutter apps.No signals yetNo one-command install · Source
3930Unrankedmc-rp-assistant-mcpmcp · otherEnables reading, validating, and managing Minecraft resource packs, including structure checks, asset listing, pack comparison, and Modrinth queries.No signals yetNo one-command install · Source
3931Unrankedbalatro-codex-mcpmcp · otherAllows Codex desktop to control the Steam game Balatro via local STDIO MCP tools, exposing only constrained normal game actions without debugging or…No signals yetNo one-command install · Source
3932Unrankedpropravenmcp · otherProperty intelligence covering 180M+ US parcels with ownership, hazards, permits, and deeds.No signals yetNo one-command install · Source
3933Unrankedpassword-mcpmcp · otherGenerates strong passwords and evaluates password strength using zxcvbn, with uniform random sampling via Node's crypto.No signals yetNo one-command install · Source
3934Unrankedmukundakatta-streamparsemcp · otherParses partial, truncated, and messy JSON strings that standard parsers reject.No signals yetNo one-command install · Source
3935Unrankedgrok-imagine-mcpmcp · otherEnables AI image and video generation tasks (text-to-image, image-to-video, edit, upscale, etc.) via RunAPI, with support for polling and pricing…No signals yetNo one-command install · Source
3936Unrankedandr-analyse-lectorale-fran-aisemcp · otherRésultats des élections françaises 1999-2026 par bureau de vote, socio-démo INSEE et cartes.No signals yetNo one-command install · Source
3937Unrankedfno-intelligence-enginemcp · otherEnables AI coding assistants to ground on real D365 F&O AOT metadata locally and offline, preventing hallucinated X++ field names and Chain of Command…No signals yetNo one-command install · Source
3938Unrankedneovimmcpmcp · otherEnables AI clients to interact with Neovim buffers via MCP tools, providing buffer and cursor context.No signals yetNo one-command install · Source
3939Unrankedbr0ski777-token-safetymcp · otherCheck crypto token contract safety — honeypot detection, tax analysis, blacklist checks, and risk scoring powered by GoPlus.No signals yetNo one-command install · Source
3940Unrankedchurch-mcpmcp · otherProvides tools to access information about religious institutions and community services in Kenya, including Catholic dioceses, Protestant…No signals yetNo one-command install · Source
3941Unrankedtafsiri-mcpmcp · otherProvides translation and language resources for Kenyan languages including Swahili, Kikuyu, and Luo, with tools for glossaries, language guides, and…No signals yetNo one-command install · Source
3942Unrankedbr0ski777-prediction-marketsmcp · otherFetch Polymarket prediction market odds, probabilities, and volume.No signals yetNo one-command install · Source
3943Unrankedbr0ski777-pdf-generatormcp · otherGenerate PDFs from HTML or Markdown with custom page sizes, margins, and layout options.No signals yetNo one-command install · Source
3944Unrankedbr0ski777-orderbook-depthmcp · otherUniswap V3 pool liquidity depth analysis with price impact calculations at 1%, 2%, 5%, and 10% levels.No signals yetNo one-command install · Source
3945Unrankedbr0ski777-keyword-researchmcp · otherSEO keyword research using Google Suggest autocomplete, with intent classification and long-tail keyword discovery.No signals yetNo one-command install · Source
3946Unrankedbr0ski777-gas-oraclemcp · otherGet real-time gas prices, gwei tiers, and USD cost estimates for Base and Ethereum.No signals yetNo one-command install · Source
3947Unrankedbr0ski777-domain-intelligencemcp · otherRetrieve WHOIS records, DNS entries, and SSL certificate data for any domain in one call.No signals yetNo one-command install · Source
3948Unrankedbr0ski777-dex-quotesmcp · otherGet best swap quotes across Uniswap, SushiSwap, and Aerodrome on Base and Ethereum.No signals yetNo one-command install · Source
3949Unrankedbr0ski777-crypto-newsmcp · otherDelivers real-time cryptocurrency news with sentiment scores and token mention detection from CoinGecko and CryptoPanic.No signals yetNo one-command install · Source
3950Unrankedbr0ski777-color-palettemcp · otherGenerates harmonious color palettes using complementary, analogous, and triadic color theory from a seed color.No signals yetNo one-command install · Source
3951Unrankedbr0ski777-bridge-routesmcp · otherFinds optimal cross-chain bridge routes with fee breakdowns, estimated transfer times, and provider comparisons powered by LI.FI.No signals yetNo one-command install · Source
3952Unrankedbr0ski777-base64-codecmcp · otherEncode and decode base64 and URL-safe base64.No signals yetNo one-command install · Source
3953Unrankedbr0ski777-ai-summarizermcp · otherSummarizes text or URLs into key points with compression ratio and estimated reading time.No signals yetNo one-command install · Source
3954Unrankedgtmos-mcpmcp · otherRead-only CRM audit for HubSpot that scores data integrity and finds duplicate clusters and stalled revenue using your own token.No signals yetNo one-command install · Source
3955Unrankedoeradiomcp · otherAmateur radio tools with band plans, EIRP calculations, cable loss, antenna gains, and Austrian callsign lookup.No signals yetNo one-command install · Source
3956Unrankedacquis-mcpmcp · otherAcquis gives your assistant exact, verifiable access to EU digital regulation. Instead of paraphrasing from training data, it returns the verbatim…No signals yetNo one-command install · Source
3957Unrankedzcloak-xero-accounting-mcpmcp · otherEnables accountants to connect Xero, read accounting data, analyze, and execute controlled draft operations after explicit confirmation, with Xero as…No signals yetNo one-command install · Source
3958Unrankedcouncilof-aimcp · otherProvides AI governance and EU AI Act compliance through a council of 12 AIs, enabling risk management, transparency, bias detection, and content…No signals yetNo one-command install · Source
3959Unrankedpublic-data-portal-mcpmcp · otherEnables querying and scanning Korean public procurement and bidding data from multiple agencies (e.g., 나라장터, 방위사업청) through MCP tools, with…No signals yetNo one-command install · Source
3960Unrankedverified-ai-free-tiersmcp · otherVerified AI free-tier limits, quota comparisons, commercial-use verdicts and zero-cost workflows. Every entry carries a human-checked verification…No signals yetNo one-command install · Source
3961Unrankedwebsite-intelligence-providermcp · otherEnables deterministic bilingual website intelligence audits by URL, returning fixed English or Spanish findings without ever contacting the submitted…No signals yetNo one-command install · Source
3962Unrankedcontextboundary-gwmcp · otherSelf-hosted MCP gateway that applies deterministic, compiled policy to tool discovery, invocation, and outbound data flow, with no model in the…No signals yetNo one-command install · Source
3963Unrankedgraffiticodemcp · otherConnects AI assistants to Graffiticode's catalog of domain-specific language tools for creating assessments, spreadsheets, and flashcards.No signals yetNo one-command install · Source
3964Unrankedvibo-mcpmcp · otherEnables hosts and couples to plan event music using Vibo by browsing events, managing song requests, and exporting selections to Spotify/Apple Music…No signals yetNo one-command install · Source
3965Unrankedourfamilywizard-mcpmcp · otherEnables natural-language access to OurFamilyWizard for co-parenting messages, calendar, expenses, and journal.No signals yetNo one-command install · Source
3966Unrankedslugaudit-mcpmcp · otherEnables AI-assisted code audits by extracting signatures and dependencies from source files, tracking changes, and generating structured briefings for…No signals yetNo one-command install · Source
3967Unrankedaus-accounting-mcpmcp · otherEnables Australian computational accounting, including ATO small business benchmarks, Payday Super 2026 compliance, and Division 7A loan repayment…No signals yetNo one-command install · Source
3968Unrankedrustpad-mcpmcp · otherEnables an AI assistant to read and collaboratively edit Rustpad pads via the Model Context Protocol, using operational transformation for clean…No signals yetNo one-command install · Source
3969Unrankedpointmoon-mcpmcp · otherProvides sourced, current physical and environmental field-truth (weather, air quality, water, terrain, etc.) for any location, with provenance and…No signals yetNo one-command install · Source
3970Unrankedclingen-linkmcp · otherEnables querying ClinGen curated evidence for gene-disease validity, dosage, actionability, and variant pathogenicity via MCP tools.No signals yetNo one-command install · Source
3971Unrankedminervamcp · otherManages skills and profiles on disk and probes companion tools (bob, cortex, mcphub, etc.) over stdio MCP, enabling library operations and stack…No signals yetNo one-command install · Source
3972Unrankedcanvas-scholar-mcpmcp · otherEnables students to ask an AI assistant about their Canvas LMS data, including assignments, grades, missing submissions, discussions, and upcoming…No signals yetNo one-command install · Source
3973Unrankedseaser0-otc-pricingmcp · otherQuery Open Telekom Cloud service pricing and resource cost estimates via MCP.No signals yetNo one-command install · Source
3974Unrankeddomoai-mcpmcp · otherProvides a unified MCP interface for smart home automation, enabling device discovery, state management, energy optimization, and policy-aware plan…No signals yetNo one-command install · Source
3975Unrankedtraderspy-mcpmcp · otherConnect AI assistants to TraderSpy's live crypto futures data, including AI trading signals, smart money/whale tracking, market data, and read-only…No signals yetNo one-command install · Source
3976Unrankedvibedonatemcp · otherEnables 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 yetNo one-command install · Source
3977Unrankedzetesismcp · otherEnables scientific due diligence by grading claims against public literature, clinical trials, and filings, with explicit citations and optional…No signals yetNo one-command install · Source
3978Unrankedavie-moneylover-mcpmcp · otherProvides tools to read Money Lover account data and add transactions, with features for previewing, duplicate detection, reconciliation, and safe…No signals yetNo one-command install · Source
3979Unrankedcognition-workbenchmcp · otherEnables local-first knowledge management for Codex, providing tools for guided discussions, contextual recall, review, and daily topics.No signals yetNo one-command install · Source
3980Unrankedmcp-eridmcp · otherИнструмент — «читалка/валидатор»: не размещает, не регистрирует и не маркирует рекламу. Ответ носит справочный характер и не является юридическим…No signals yetNo one-command install · Source
3981Unrankedmoonbridgemcp · otherEnables compatible MCP clients to invoke Kimi Code for second opinions, code reviews, and delegated coding tasks with structured results.No signals yetNo one-command install · Source
3982Unrankedleam-opt-mcpmcp · otherEnables engineers to convert antenna papers/diagrams and natural language specs into auditable, versionable HFSS Python modeling code, with optional…No signals yetNo one-command install · Source
3983Unrankedfootballcharts-mcpmcp · otherProvides AI assistants with live football data for 90+ leagues including tables, results, fixtures, model probabilities, and Monte Carlo season…No signals yetNo one-command install · Source
3984Unrankedgrowthkit-revenue-intelligencemcp · otherSales intelligence for DACH & EU SMEs — lead scoring, ICP fit, CRM enrichment & writeback.No signals yetNo one-command install · Source
3985Unrankedreddit-radar-mcpmcp · otherFind Reddit threads where your product genuinely fits, reconstruct the conversation, and gate every drafted reply against a claim boundary you define.No signals yetNo one-command install · Source
3986Unrankedtenova-swt3-witnessmcp · otherCryptographic AI witnessing and compliance toolkit for EU AI Act, NIST AI RMF, OWASP, and CMMC frameworks.No signals yetNo one-command install · Source
3987Unrankedcasino-mcpmcp · otherControl 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 yetNo one-command install · Source
3988Unrankedexec-mcpmcp · otherEnables executing a single bounded remote shell command on a configured host, returning truncated stdout/stderr tails and an authoritative exec…No signals yetNo one-command install · Source
3989Unrankedslashvibemcp · otherSocial layer for AI coding - DMs, presence, discovery, and games between developers in their editors.No signals yetNo one-command install · Source
3990Unrankedbreedsim-mcpmcp · otherEnables interactive breeding program simulation and comparison via MCP, returning statistical distributions (mean, sd, CI) instead of single…No signals yetNo one-command install · Source
3991Unrankedretroweb-mcpmcp · otherEnables discovery of 1990s-early 2000s Japanese personal websites from web archives by replaying old discovery routes like directories and web rings…No signals yetNo one-command install · Source
3992Unrankedbag-epl-mcpmcp · otherEnables natural language queries about Swiss mandatory health insurance coverage for medications and medical devices using official BAG lists.No signals yetNo one-command install · Source
3993Unrankednomamcp · otherA read-only MCP gateway foundation for Korean public data, exposing bounded public-data capabilities to MCP clients with explicit provider isolation…No signals yetNo one-command install · Source
3994Unrankedrami-code-reviewmcp · otherReviews every PR for security, bugs, and performance, then fixes the findings through MCP, keeping you in control of what merges.No signals yetNo one-command install · Source
3995Unrankedcanvas-mcp-litemcp · otherEnables AI assistants to act as teaching assistants for Canvas LMS, allowing them to browse courses, read student submissions (including PDF/DOCX)…No signals yetNo one-command install · Source
3996Unrankedembedded-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 yetNo one-command install · Source
3997Unrankedremodeleriqmcp · otherCheck 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 yetNo one-command install · Source
3998Unrankedstate-machinemcp · otherEnables validating, simulating, and analyzing finite state machines via MCP tools for step execution, path finding, and schema inspection.No signals yetNo one-command install · Source
3999Unrankedautowhisper-mcpmcp · otherDrives an AI CMO to add products, generate on-brand content (UGC video, posts, images), approve, and publish across 30+ platforms via natural…No signals yetNo one-command install · Source
4000Unrankedpublic-company-reporting-window-findermcp · otherEnables users to look up public company earnings dates and reporting windows by providing identifiers like ticker, domain, or CIK. It returns fiscal…No signals yetNo 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.

Leaderboard · Armory