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

Component
Allmcp 61,707skill 1,132subagent 724rules 461hook 134workflow 62cli 57identity 38
4 More
eval 37memory 36observability 34infra 26
Domain
Allback-end 23,922ai-agents 13,106other 9,354search 4,535database 2,789front-end 2,201observability 1,987auth 1,508
5 More
devops 1,377browser 1,330comms 1,112payments 1,089github-vcs 929
Vertical
Allfinance 4,779ai-infra 3,606security 3,313productivity 2,190marketing 1,395data-analytics 1,204legal 1,129devtools 1,006
4 More
education 574healthcare 489e-commerce 468gaming 396
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Needs the armory CLI · not on npm yet, build it from cli/ in the repository

9,354 results · 65,239 in the catalog
RankScoreComponentDescriptionEvidenceLast commitInstall
4601Unrankedmcp-diffmcp · otherComputes line-level diffs between two texts, returning added/removed lines and a unified diff string.No signals yetNo one-command install · Source
4602Unrankedmcp-destatismcp · otherEnables querying Germany's official statistics from Destatis GENESIS-Online through natural language or direct tool calls.No signals yetNo one-command install · Source
4603Unrankedpipeworx-deps-devmcp · otherQuery deps.dev for package metadata and dependency graphs across open-source ecosystems.No signals yetNo one-command install · Source
4604Unrankedmcp-denuemcp · otherINEGI DENUE MCP — Mexico's directory of economic units (~6M businesses).No signals yetNo one-command install · Source
4605Unrankedpipeworx-io-dbnomicsmcp · otherQuery economic and financial data from 80+ statistical providers worldwide through DBnomics, a unified meta-aggregator for macroeconomic datasets.No signals yetNo one-command install · Source
4606Unrankedmcp-datos-comcp · otherdatos.gov.co — Colombia's national open-data portal (Socrata platform).No signals yetNo one-command install · Source
4607Unrankedmcp-datalasticmcp · otherProvides live AIS vessel positions from datalastic.com, enabling querying of vessel data through natural language via the Pipeworx MCP gateway.No signals yetNo one-command install · Source
4608Unrankedpipeworx-io-datagouv-frmcp · otherQueries the French government's open data portal for datasets and resources.No signals yetNo one-command install · Source
4609Unrankeddatacube-skmcp · otherEnables querying statistical data from the Statistical Office of the Slovak Republic via natural language or direct tool calls.No signals yetNo one-command install · Source
4610Unrankedmcp-data360mcp · otherEnables access to World Bank Data360 data through natural language queries.No signals yetNo one-command install · Source
4611Unrankeddata-gov-sgmcp · otherEnables access to Singapore government open data and real-time environment/transport feeds including weather, air quality, taxi availability, and…No signals yetNo one-command install · Source
4612Unrankedpipeworx-io-data-gov-sgmcp · otherAccess Singapore's official government open data portal including static datasets and real-time environmental, transport, and public service feeds.No signals yetNo one-command install · Source
4613Unrankedmcp-currencyformatmcp · otherEnables number and currency formatting with localization, including grouping, decimals, percentages, and compact notation, using standard ISO 4217…No signals yetNo one-command install · Source
4614Unrankedct-dmvmcp · otherEnables querying electric vehicle registration data in Connecticut, aggregated by town, make, model, model year, or body type.No signals yetNo one-command install · Source
4615Unrankedmcp-cryptomcp · otherProvides cryptocurrency market data (top coins by market cap) and fiat currency exchange rates.No signals yetNo one-command install · Source
4616Unrankedmcp-creditcardmcp · otherProvides a Luhn check-digit validation tool for numeric strings such as credit cards, IMEI, and national IDs.No signals yetNo one-command install · Source
4617Unrankedmcp-crcmcp · otherComputes CRC-32 and Adler-32 checksums for UTF-8 text. Enables error-detection checksum calculations without any keys or network.No signals yetNo one-command install · Source
4618Unrankedcorporate-apology-mcpmcp · otherGenerates corporate apology statements with customizable sincerity levels (performative, genuine, or defensive) for specific offenses.No signals yetNo one-command install · Source
4619Unrankedconspiracy-theorymcp · otherGenerates conspiracy theories by connecting unrelated concepts, investigating events with multiple theories, or escalating observations into…No signals yetNo one-command install · Source
4620Unrankedmcp-conceptnetmcp · otherEnables querying ConceptNet, a multilingual semantic network, for word relations and semantic relatedness scores.No signals yetNo one-command install · Source
4621Unrankedmcp-companies-housemcp · otherEnables querying UK Companies House data via natural language, including company profiles, officers, filing history, and other statutory records.No signals yetNo one-command install · Source
4622Unrankedpipeworx-companies-housemcp · otherQuery UK company registration data from the Companies House official registry.No signals yetNo one-command install · Source
4623Unrankedpipeworx-io-colorapimcp · otherColor information and conversions via thecolorapi.com — get color names, schemes, and hex/RGB/HSL values.No signals yetNo one-command install · Source
4624Unrankedpipeworx-io-coinpaprikamcp · otherAccess cryptocurrency market data from Coinpaprika including prices, historical data, coin details, and exchange information.No signals yetNo one-command install · Source
4625Unrankedpipeworx-codewarsmcp · otherRetrieve Codewars user profiles, completed kata, authored kata, and kata details.No signals yetNo one-command install · Source
4626Unrankedmcp-codestatsmcp · otherEnables fetching public Code::Stats user XP and activity data, including total XP, per-language breakdowns, and recent coding activity.No signals yetNo one-command install · Source
4627Unrankedpipeworx-io-codestatsmcp · otherRetrieve Code::Stats public profiles showing coding XP, language breakdowns, and recent activity for any user.No signals yetNo one-command install · Source
4628Unrankedpipeworx-io-codeforcesmcp · otherQuery Codeforces competitive programming platform data including user profiles, contest results, problem statements, and submission history.No signals yetNo one-command install · Source
4629Unrankedpipeworx-io-climatiqmcp · otherClimatiq carbon footprint calculator with 60k peer-reviewed emission factors via the Pipeworx gateway.No signals yetNo one-command install · Source
4630Unrankedpipeworx-cisa-kevmcp · otherQuery the CISA Known Exploited Vulnerabilities catalog for CVE tracking and patch-deadline data.No signals yetNo one-command install · Source
4631Unrankedcenstatd-hkmcp · otherEnables querying Hong Kong Census and Statistics Department open data via natural language or direct tool calls through the Pipeworx gateway.No signals yetNo one-command install · Source
4632Unrankedmcp-celestrakmcp · otherProvides satellite orbital elements (TLE / GP data) for any tracked object via MCP.No signals yetNo one-command install · Source
4633Unrankedpipeworx-cdec-camcp · otherQuery California Data Exchange Center (CDEC) for real-time hydrology, reservoir levels, and snow water data.No signals yetNo one-command install · Source
4634Unrankedmcp-cbs-ilmcp · otherEnables access to Israel Central Bureau of Statistics (CBS) data through natural language queries via the Pipeworx MCP gateway.No signals yetNo one-command install · Source
4635Unrankedcarbonmcp · otherUK electricity grid carbon intensity and generation mix data via National Grid ESO.No signals yetNo one-command install · Source
4636Unrankedca-dmvmcp · otherAccess California DMV data on vehicle registrations, EV adoption, field offices, forms, insurer NAIC codes, and driver licenses by county.No signals yetNo one-command install · Source
4637Unrankedmcp-buzzword-densitymcp · otherAnalyzes text for overused industry jargon, returning buzzword count, density score, severity level, and flagged terms. Optionally provides humorous…No signals yetNo one-command install · Source
4638Unrankedpipeworx-io-buzzword-densitymcp · otherAnalyzes text for corporate buzzword density with severity scoring and optional roast mode via StupidAPIs.No signals yetNo one-command install · Source
4639Unrankedmcp-bundesbank-demcp · otherProvides access to Deutsche Bundesbank (Germany's central bank) statistics via the MCP protocol. Enables querying economic data through natural…No signals yetNo one-command install · Source
4640Unrankedmcp-btsmcp · otherProvides access to U.S. Bureau of Transportation Statistics data via the Socrata open-data portal. Enables querying transportation datasets using…No signals yetNo one-command install · Source
4641Unrankedbrapimcp · otherAccess Brazilian financial market data from brapi.dev via MCP.No signals yetNo one-command install · Source
4642Unrankedmcp-boston-calendarmcp · otherProvides access to The Boston Calendar's event tags and keywords, enabling filtering and discovery of events through natural language queries.No signals yetNo one-command install · Source
4643Unrankedmcp-boredmcp · otherProvides random activity suggestions to cure boredom, with filtering by type and number of participants.No signals yetNo one-command install · Source
4644Unrankedmcp-boe-ukmcp · otherEnables querying Bank of England statistical data including Bank Rate, SONIA, and exchange rates via the IADB.No signals yetNo one-command install · Source
4645Unrankedpipeworx-io-blockchairmcp · otherQueries multi-chain blockchain data for Bitcoin, Ethereum, and 12 other chains.No signals yetNo one-command install · Source
4646Unrankedmcp-bitstampmcp · otherProvides access to Bitstamp public OHLC data through a single tool, enabling natural language queries via Pipeworx gateway.No signals yetNo one-command install · Source
4647Unrankedpipeworx-bitstampmcp · otherBitstamp public cryptocurrency market data: ticker, orderbook, transactions, OHLC, and trading pairs via MCP.No signals yetNo one-command install · Source
4648Unrankedmcp-biorxivmcp · otherEnables querying bioRxiv and medRxiv preprints, including metadata, publication status, and submission counts, through natural language or direct tool…No signals yetNo one-command install · Source
4649Unrankedbea-govmcp · otherAccess U.S. Bureau of Economic Analysis economic data and statistics via MCP.No signals yetNo one-command install · Source
4650Unrankedmcp-bea-govmcp · otherEnables access to U.S. Bureau of Economic Analysis data through tools for retrieving parameter values and economic data.No signals yetNo one-command install · Source
4651Unrankedmcp-bartmcp · otherProvides real-time San Francisco Bay Area Rapid Transit data, enabling queries about BART schedules, routes, and station information through natural…No signals yetNo one-command install · Source
4652Unrankedmcp-aviation-weathermcp · otherProvides aviation weather data including METAR, TAF, PIREPs, AIRMET/SIGMET, station info, and winds aloft forecasts.No signals yetNo one-command install · Source
4653Unrankedpipeworx-io-aviation-weathermcp · otherRetrieve official aviation weather products including METARs, TAFs, PIREPs, AIRMETs, and SIGMETs from the Aviation Weather Center.No signals yetNo one-command install · Source
4654Unrankedpipeworx-io-attommcp · otherPremium real estate data from ATTOM Data Solutions for property, market, and neighborhood intelligence.No signals yetNo one-command install · Source
4655Unrankedmcp-asub-axmcp · otherEnables querying statistical data from ÅSUB PxWeb. Supports navigating subject trees, retrieving table metadata, and querying tables with natural…No signals yetNo one-command install · Source
4656Unrankedmcp-arcgis-sarpycountymcp · otherSarpy County GIS — Sarpy County, Nebraska open geospatial data (ArcGIS).No signals yetNo one-command install · Source
4657Unrankedmcp-arcgis-sacramentomcp · otherEnables querying and exploring City of Sacramento GIS open geospatial datasets (parcels, zoning, public works) via ArcGIS Feature Services.No signals yetNo one-command install · Source
4658Unrankedmcp-arcgis-orovalleymcp · otherEnables querying and exploring ArcGIS geospatial data from Town of Oro Valley, Arizona, including parcels, zoning, and city services.No signals yetNo one-command install · Source
4659Unrankedmcp-arcgis-monocountymcp · otherMono County GIS — Mono County & Mammoth Lakes, California open geospatial data (ArcGIS).No signals yetNo one-command install · Source
4660Unrankedmcp-arcgis-lincolncountyncmcp · otherLincoln County GIS — Lincoln County, North Carolina open geospatial data (ArcGIS).No signals yetNo one-command install · Source
4661Unrankedsnowbikemike-tascanmcp · otherUniversal task protocol for managing projects, tasks, workers, QR codes, and reports.No signals yetNo one-command install · Source
4662Unrankedmcp-arcgis-greenwoodmcp · otherAccess City of Greenwood, Indiana open geospatial data including parcels, zoning, public works, and city services via ArcGIS feature services.No signals yetNo one-command install · Source
4663Unrankedapologymcp · otherGenerate personalized apologies for any situation with adjustable sincerity level, recipient, and reason.No signals yetNo one-command install · Source
4664Unrankedmcp-always-sevenmcp · otherGenerates a random number between 1 and 10 using the StupidAPIs service. Part of the Pipeworx MCP gateway providing access to 673+ data sources.No signals yetNo one-command install · Source
4665Unrankedpipeworx-io-always-sevenmcp · otherReturns a random number between 1 and 10 that is always 7, via StupidAPIs.No signals yetNo one-command install · Source
4666Unrankedpipeworx-io-altosmcp · otherReal estate market intelligence from Altos Research for housing market trends and pricing data.No signals yetNo one-command install · Source
4667Unrankedalienvault-otxmcp · otherProvides access to AlienVault Open Threat Exchange threat intelligence data, enabling querying of indicators, pulses, and other threat information…No signals yetNo one-command install · Source
4668Unrankedpipeworx-alienvault-otxmcp · otherAlienVault Open Threat Exchange connector providing cybersecurity threat intelligence data through the Pipeworx MCP gateway.No signals yetNo one-command install · Source
4669Unrankedpipeworx-acledmcp · otherArmed Conflict Location and Event Data Project connector providing global conflict event data through the Pipeworx MCP gateway.No signals yetNo one-command install · Source
4670Unrankedmcp-19hzmcp · otherEnables querying electronic/dance music events from 19hz.info by region, with tools to list available regions and retrieve events data.No signals yetNo one-command install · Source
4671Unrankedsgis-mcpmcp · otherEnables users to query Korean demographic statistics (population, households, housing) and view them as choropleth maps via MCP tools.No signals yetNo one-command install · Source
4672Unrankedenfusiontexkitmcp · otherenables creation of Enfusion/Arma Reforger PBR materials — generates maps, packs Enfusion channels (BCR/NMO), writes .emat files, and stages them…No signals yetNo one-command install · Source
4673Unrankedgraph-mcp-java-genmcp · otherEnables users to turn natural-language requests into validated, compilable Java test methods, grounded in a graph catalog to prevent hallucinated…No signals yetNo one-command install · Source
4674Unrankedglean-company-docsmcp · otherEnables grounded question-answering over internal documents via a single MCP tool that retrieves relevant passages and generates answers with…No signals yetNo one-command install · Source
4675Unrankedkarataevdmitry-webcam-analysismcp · otherMulti-modal media analysis with burst video frames, PDF conversion, OCR, audio analysis, and speech transcription.No signals yetNo one-command install · Source
4676Unrankedunitymcp · otherEnables AI assistants to control the Unity Editor via MCP, allowing scene manipulation, asset management, compilation, and testing through natural…No signals yetNo one-command install · Source
4677Unrankedoutsite-availability-mcpmcp · otherEnables read-only research of public Outsite locations, quoted stay rates, and individual room calendars.No signals yetNo one-command install · Source
4678Unrankedryntra-solana-evidencemcp · otherEnables users to inspect Solana token mint accounts, preflight transfer actions, and verify outcome receipts without holding any keys or signing…No signals yetNo one-command install · Source
4679Unrankedcatalyst-edge-mcpmcp · otherProvides read-only tools to retrieve source-linked catalyst evidence dossiers for public-company tickers, including deterministic catalyst scores and…No signals yetNo one-command install · Source
4680Unrankedoutstations-mcpmcp · otherProvides access to yacht-club outstation records including size limits, rafting rules, booking processes, amenities, and overnight-comfort ranking…No signals yetNo one-command install · Source
4681Unrankedmarker-watch-mcpmcp · otherRuns a long-lived command and converts its marked output into versioned build snapshots, exposing status, output, and waiting tools over MCP.No signals yetNo one-command install · Source
4682Unrankedcharactercheck-mcpmcp · otherEnables deriving and auditing D&D Beyond character sheets with full provenance, including combat stats, stance, and QA checks, surfacing unhandled…No signals yetNo one-command install · Source
4683Unrankedhepdata-mcpmcp · otherEnables discovery of HEPData records, tables, and data access with read-only operations and export links.No signals yetNo one-command install · Source
4684Unrankedmc-mod-configmcp · otherEnables reading, validating, comparing, and cleaning up Minecraft mod configuration files in .cfg, .toml, and .json formats.No signals yetNo one-command install · Source
4685Unrankedpolyorderbooksmcp · otherHistorical Polymarket order book depth — full L2 bid/ask ladders at 1-second resolution on resolved markets, plus prices, spread and liquidity…No signals yetNo one-command install · Source
4686Unrankedpersonal-expense-tracker-mcpmcp · otherEnables local tracking of personal expenses by adding, listing, summarizing, updating, and deleting expense records stored in a CSV file through an…No signals yetNo one-command install · Source
4687Unrankedqorenextmcpmcp · otherEnables company hierarchy analysis and address verification through MCP, allowing submission of entities for screening, duplicate detection, and…No signals yetNo one-command install · Source
4688Unrankedocculyticsmcp · otherEnables AI assistants to answer healthcare REIT portfolio questions with deterministic, provable answers grounded in Omega Healthcare 10-K filings and…No signals yetNo one-command install · Source
4689Unrankedhermes-architectural-mcpmcp · otherConverts architectural PDF plans into dimension-verified millimetre geometry, IFC models, and CPU-rendered views, with built-in validation for…No signals yetNo one-command install · Source
4690Unrankedoffice-toolsmcp · otherEnables AI assistants to read, create, edit Word/Excel/PPT files and manage the filesystem on the user's computer via natural language.No signals yetNo one-command install · Source
4691Unrankedschedule-mcpmcp · otherEnables AI assistants to manage personal project schedules through natural language, including creating and updating projects and tasks, tracking…No signals yetNo one-command install · Source
4692Unrankedjava-boilerplate-generator-mcpmcp · otherEnables automatic generation of explicit boilerplate methods (getter/setter/equals/hashCode/toString/constructors) for Java entity classes, replacing…No signals yetNo one-command install · Source
4693Unrankedpeer-cash-mcpmcp · otherPrepare custody-separated Base USDC cash-out plans, list supported fiat rails, and track settlement state through Peer Cash.No signals yetNo one-command install · Source
4694Unrankeddoc-extractmcp · otherEnables reading entire PDF documents into validated structured JSON, including tables, key-values, and markdown, with read-only extraction tools and…No signals yetNo one-command install · Source
4695Unrankedprime-forecast-mcpmcp · otherEnables read-only access to sales forecasts, team forecasts, and company forecasts from Prime Forecast V3. It provides role-based permissions for…No signals yetNo one-command install · Source
4696Unrankedgodot-forgemcp · otherProvides progressive-disclosure MCP access to Godot editor development, enabling tool discovery, task execution, inspection, and status tracking for…No signals yetNo one-command install · Source
4697Unrankedlyric-studiomcp · otherEnables AI assistants to create lyric videos by adding images, audio, styled text, and timed lyric lines, then rendering the final MP4.No signals yetNo one-command install · Source
4698Unrankeddraftcall-mcpmcp · otherNFL fantasy football data over MCP. Compare any two players head to head, pull position rankings in PPR, half-PPR or standard, check positional…No signals yetNo one-command install · Source
4699Unrankedembodied-mcpmcp · otherEnables a language model to perceive a robot's surroundings, navigate to referenced objects, count instances, and stop when finished, via tools for…No signals yetNo one-command install · Source
4700Unrankedshowdoc2mdmcp · otherEnables reading and exporting password-protected ShowDoc projects as Markdown through MCP tools, including probing access, listing pages, reading…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