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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

4,535 results · 65,239 in the catalog
RankScoreComponentDescriptionEvidenceLast commitInstall
2701Unrankedarcgis-stanislausmcp · searchEnables searching and querying Stanislaus County GIS open geospatial datasets (parcels, addresses, zoning, public works) via ArcGIS Feature Services…No signals yetNo one-command install · Source
2702Unrankedmcp-arcgis-southbendmcp · searchEnables querying City of South Bend open geospatial data (parcels, zoning, public works) via ArcGIS, with search, layer query, and schema inspection…No signals yetNo one-command install · Source
2703Unrankedmcp-arcgis-seattlemcp · searchEnables search and query of City of Seattle GIS open geospatial datasets such as parcels, zoning, and public works via ArcGIS Feature Services.No signals yetNo one-command install · Source
2704Unrankedmcp-arcgis-sanjuannmmcp · searchEnables querying and searching San Juan County, New Mexico open geospatial data (parcels, addresses, zoning, public works) via ArcGIS feature…No signals yetNo one-command install · Source
2705Unrankedarcgis-sanjosemcp · searchSearch and query City of San Jose GIS open geospatial datasets (parcels, zoning, public works) via ArcGIS Feature Services, enabling AI agents to…No signals yetNo one-command install · Source
2706Unrankedarcgis-sanjoaquinmcp · searchEnables searching and querying San Joaquin County open geospatial data (parcels, addresses, zoning, public works) through ArcGIS Feature Services…No signals yetNo one-command install · Source
2707Unrankedmcp-arcgis-sanclementemcp · searchProvides access to City of San Clemente GIS open geospatial data (ArcGIS), enabling search and query of datasets like parcels, zoning, and public…No signals yetNo one-command install · Source
2708Unrankedmcp-arcgis-salemmcp · searchProvides access to City of Salem GIS open geospatial data (ArcGIS), enabling search, query, and schema retrieval of datasets such as parcels, zoning…No signals yetNo one-command install · Source
2709Unrankedmcp-arcgis-roanokemcp · searchProvides tools to search and query open geospatial datasets from the City of Roanoke, VA, including parcels, zoning, and public works, via ArcGIS…No signals yetNo one-command install · Source
2710Unrankedmcp-arcgis-richmondmcp · searchEnables searching and querying City of Richmond GIS open geospatial datasets such as parcels, zoning, and public works via ArcGIS services.No signals yetNo one-command install · Source
2711Unrankedmcp-arcgis-raleighmcp · searchEnables AI agents to search and query City of Raleigh GIS open geospatial datasets (parcels, zoning, parks, transport, city services) via ArcGIS…No signals yetNo one-command install · Source
2712Unrankedarcgis-puyallupmcp · searchEnables querying and searching City of Puyallup GIS open geospatial datasets (parcels, zoning, public works) using natural language or direct tool…No signals yetNo one-command install · Source
2713Unrankedarcgis-pittsburghmcp · searchEnables searching and querying City of Pittsburgh GIS open geospatial data (parcels, zoning, public works) through ArcGIS feature services via MCP…No signals yetNo one-command install · Source
2714Unrankedmcp-arcgis-pimamcp · searchEnables searching and querying Pima County, Arizona open geospatial data (parcels, addresses, zoning, public works) through ArcGIS Feature Services.No signals yetNo one-command install · Source
2715Unrankedmcp-arcgis-phoenixmcp · searchSearch, query, and explore City of Phoenix open geospatial data (parcels, zoning, public works) via ArcGIS Feature Services.No signals yetNo one-command install · Source
2716Unrankedarcgis-pflugervillemcp · searchAccess City of Pflugerville geospatial open data (parcels, zoning, utilities) via ArcGIS Feature Services with search, query, and schema introspection…No signals yetNo one-command install · Source
2717Unrankedarcgis-peoriamcp · searchEnables search and query of City of Peoria, Arizona open geospatial datasets (parcels, zoning, public works) via ArcGIS feature services, allowing AI…No signals yetNo one-command install · Source
2718Unrankedmcp-arcgis-peachtreecornersmcp · searchEnables searching and querying open geospatial datasets from the City of Peachtree Corners GIS (ArcGIS), including parcels, zoning, transport, and…No signals yetNo one-command install · Source
2719Unrankedmcp-arcgis-palmbeachmcp · searchEnables AI agents to search and query Palm Beach County GIS open geospatial data (parcels, addresses, zoning, etc.) via ArcGIS Feature Services, using…No signals yetNo one-command install · Source
2720Unrankedmcp-arcgis-onkaparingamcp · searchProvides access to City of Onkaparinga's open geospatial data via ArcGIS, enabling searches and queries of parcels, zoning, and city services through…No signals yetNo one-command install · Source
2721Unrankedmcp-arcgis-neworleansmcp · searchProvides access to City of New Orleans open geospatial data (ArcGIS) including parcels, zoning, public safety, and city services. Enables searching…No signals yetNo one-command install · Source
2722Unrankedmcp-arcgis-montanamcp · searchEnables searching and querying Montana State GIS open geospatial datasets (parcels, zoning, transport) via ArcGIS feature services.No signals yetNo one-command install · Source
2723Unrankedarcgis-mckinneymcp · searchEnables querying and searching City of McKinney GIS open geospatial datasets (parcels, zoning, public works) via ArcGIS Feature Services.No signals yetNo one-command install · Source
2724Unrankedarcgis-marioncountyormcp · searchEnables access to Marion County, Oregon open geospatial data (parcels, addresses, zoning, public works) via ArcGIS Feature Services, allowing search…No signals yetNo one-command install · Source
2725Unrankedmcp-arcgis-loudounmcp · searchProvides access to Loudoun County, Virginia open geospatial data through ArcGIS, enabling search, query, and schema inspection of datasets such as…No signals yetNo one-command install · Source
2726Unrankedmcp-arcgis-lorainmcp · searchEnables searching and querying Lorain County, Ohio open geospatial datasets including parcels, addresses, zoning, and public works via ArcGIS Feature…No signals yetNo one-command install · Source
2727Unrankedarcgis-longviewmcp · searchAccess City of Longview, Texas open geospatial data (parcels, zoning, public works) via ArcGIS Feature Services. Enables searching datasets, querying…No signals yetNo one-command install · Source
2728Unrankedarcgis-linncountymcp · searchEnables querying Linn County, Iowa open geospatial data (parcels, addresses, zoning) through ArcGIS services, with tools to search datasets, query…No signals yetNo one-command install · Source
2729Unrankedmcp-arcgis-lincolnnemcp · searchEnables querying and searching Lincoln & Lancaster County GIS open geospatial datasets (parcels, zoning, public works) through natural language.No signals yetNo one-command install · Source
2730Unrankedmcp-arcgis-leecountymcp · searchEnables AI agents to search and query Lee County GIS open geospatial datasets (parcels, addresses, zoning, public works) via ArcGIS Feature Services.No signals yetNo one-command install · Source
2731Unrankedlancaster-county-gis-mcp-servermcp · searchEnables querying and searching Lancaster County, Pennsylvania open geospatial datasets (parcels, addresses, zoning, public works) via ArcGIS Feature…No signals yetNo one-command install · Source
2732Unrankedmcp-arcgis-lakelandmcp · searchEnables searching and querying City of Lakeland, Florida open geospatial data (parcels, zoning, utilities) through ArcGIS Feature Services.No signals yetNo one-command install · Source
2733Unrankedmcp-arcgis-lakecountyilmcp · searchEnables searching and querying Lake County, Illinois open geospatial data (parcels, addresses, zoning) through ArcGIS Feature Services.No signals yetNo one-command install · Source
2734Unrankedarcgis-lacountymcp · searchEnables AI agents to search and query Los Angeles County open geospatial datasets (parcels, parks, etc.) via ArcGIS Feature Services.No signals yetNo one-command install · Source
2735Unrankedmcp-arcgis-kinstonmcp · searchProvides access to City of Kinston, North Carolina's open geospatial data (ArcGIS) through tools for searching datasets, querying layers, and…No signals yetNo one-command install · Source
2736Unrankedmcp-arcgis-kingstonmcp · searchEnables querying and searching City of Kingston GIS open geospatial datasets (parcels, zoning, transit, city services) via ArcGIS Feature Services.No signals yetNo one-command install · Source
2737Unrankedarcgis-kansasmcp · searchEnables searching and querying Kansas State GIS open geospatial data (parcels, zoning, transport, statewide layers) via ArcGIS Feature/Map Services.No signals yetNo one-command install · Source
2738Unrankedmcp-arcgis-kamloopsmcp · searchSearch and query City of Kamloops GIS open geospatial datasets (parcels, zoning, public works, city services) via ArcGIS Feature Services.No signals yetNo one-command install · Source
2739Unrankedmcp-arcgis-irvinemcp · searchEnables querying City of Irvine GIS open geospatial data (parcels, zoning, parks) via ArcGIS Feature Services, with tools to search datasets, query…No signals yetNo one-command install · Source
2740Unrankedmcp-arcgis-indianrivermcp · searchEnables searching and querying Indian River County, Florida open geospatial datasets (parcels, addresses, zoning, public works) through natural…No signals yetNo one-command install · Source
2741Unrankedmcp-arcgis-hubmcp · searchEnables searching and querying open government geospatial datasets from ArcGIS Hub, including feature service queries.No signals yetNo one-command install · Source
2742Unrankedmcp-arcgis-houstonmcp · searchThis MCP server provides access to City of Houston GIS open geospatial data, enabling search, query, and schema retrieval of datasets like parcels and…No signals yetNo one-command install · Source
2743Unrankedmcp-arcgis-hendersonmcp · searchEnables searching and querying City of Henderson open geospatial datasets (parcels, zoning, public works) via natural language or direct tool calls.No signals yetNo one-command install · Source
2744Unrankedmcp-arcgis-harrisburgmcp · searchEnables searching and querying City of Harrisburg GIS open geospatial data (parcels, zoning, public works) via ArcGIS feature services using natural…No signals yetNo one-command install · Source
2745Unrankedarcgis-grandchutemcp · searchEnables AI agents to search and query Town of Grand Chute, Wisconsin open geospatial datasets (parcels, zoning, public works) via ArcGIS Feature…No signals yetNo one-command install · Source
2746Unrankedarcgis-glynncountymcp · searchEnables searching and querying Glynn County, Georgia open geospatial datasets (parcels, zoning, addresses, public works) via ArcGIS Feature Services…No signals yetNo one-command install · Source
2747Unrankedmcp-arcgis-fontanamcp · searchEnables searching and querying City of Fontana, California open geospatial data (parcels, zoning, public works) via ArcGIS Feature Services.No signals yetNo one-command install · Source
2748Unrankedarcgis-flagstaffmcp · searchEnables querying City of Flagstaff open geospatial data via ArcGIS, including searching datasets, querying feature layers, and retrieving layer…No signals yetNo one-command install · Source
2749Unrankedmcp-arcgis-fauquiermcp · searchEnables querying and searching Fauquier County, Virginia open geospatial datasets (parcels, zoning, addresses, public works) via ArcGIS Feature…No signals yetNo one-command install · Source
2750Unrankedmcp-arcgis-fallschurchmcp · searchEnables searching and querying of City of Falls Church GIS open geospatial data (parcels, zoning, public works) via ArcGIS feature services.No signals yetNo one-command install · Source
2751Unrankedmcp-arcgis-fairfieldmcp · searchEnables AI agents to search and query City of Fairfield, California open geospatial datasets (parcels, zoning, public works) via ArcGIS Feature…No signals yetNo one-command install · Source
2752Unrankedmcp-arcgis-fairfaxmcp · searchProvides access to Fairfax County open geospatial data via ArcGIS, enabling search, query, and schema inspection of datasets like parcels and zoning.No signals yetNo one-command install · Source
2753Unrankedmcp-arcgis-eastbatonrougemcp · searchAccess East Baton Rouge Parish open geospatial data (parcels, addresses, public works) through ArcGIS services, enabling dataset search, layer…No signals yetNo one-command install · Source
2754Unrankedmcp-arcgis-eaganmcp · searchEnables querying and exploring City of Eagan open geospatial data (parcels, zoning, public works) via ArcGIS Feature Services, supporting dataset…No signals yetNo one-command install · Source
2755Unrankedmcp-arcgis-durhammcp · searchEnables searching and querying Durham, North Carolina open geospatial data from ArcGIS Feature/Map Services, including parcels, zoning, and public…No signals yetNo one-command install · Source
2756Unrankedmcp-arcgis-dublinohmcp · searchEnables querying and searching open geospatial datasets from the City of Dublin, Ohio via ArcGIS feature services.No signals yetNo one-command install · Source
2757Unrankedarcgis-detroitmcp · searchEnables searching and querying City of Detroit GIS open geospatial datasets (parcels, zoning, public works, etc.) via ArcGIS Feature/Map Service…No signals yetNo one-command install · Source
2758Unrankedmcp-arcgis-delawarecomcp · searchProvides tools to search and query Delaware County, Indiana open geospatial datasets such as parcels, addresses, zoning, and public works via ArcGIS…No signals yetNo one-command install · Source
2759Unrankedmcp-arcgis-dcmcp · searchEnables searching and querying Washington DC's open geospatial datasets (parcels, zoning, addresses, transport) via ArcGIS feature services, with…No signals yetNo one-command install · Source
2760Unrankedmcp-arcgis-darlingtonmcp · searchProvides access to Darlington County, South Carolina open geospatial data via ArcGIS, enabling search, query, and schema inspection of datasets.No signals yetNo one-command install · Source
2761Unrankedmcp-arcgis-cupertinomcp · searchProvides tools to search and query City of Cupertino's open geospatial data (ArcGIS), including parcels, zoning, and public works layers.No signals yetNo one-command install · Source
2762Unrankedarcgis-courtenaymcp · searchEnables interaction with City of Courtenay GIS open geospatial data (ArcGIS) through searching datasets, querying layers, and retrieving layer…No signals yetNo one-command install · Source
2763Unrankedpipeworx-zenodomcp · searchZenodo open research data repository search and retrieval via the Pipeworx MCP gateway.No signals yetNo one-command install · Source
2764Unrankedmcp-arcgis-coquitlammcp · searchEnables searching and querying City of Coquitlam, BC open geospatial data via ArcGIS feature services, including parcels, zoning, parks, and city…No signals yetNo one-command install · Source
2765Unrankedmcp-arcgis-chestercountymcp · searchEnables querying Chester County, PA open geospatial data via ArcGIS, including search, layer query, and schema retrieval.No signals yetNo one-command install · Source
2766Unrankedmcp-arcgis-charlestonmcp · searchEnables searching and querying Charleston County, South Carolina open geospatial data (parcels, addresses, zoning) via ArcGIS Feature Services.No signals yetNo one-command install · Source
2767Unrankedmcp-arcgis-chapel-hillmcp · searchEnables querying and searching open geospatial datasets from the Town of Chapel Hill GIS, including parcels, zoning, transit, and town services, via…No signals yetNo one-command install · Source
2768Unrankedmcp-arcgis-centennialmcp · searchEnables searching and querying City of Centennial GIS open geospatial datasets (parcels, zoning, public works) via ArcGIS Feature Services.No signals yetNo one-command install · Source
2769Unrankedcedar-park-gis-mcp-servermcp · searchEnables access to City of Cedar Park, Texas open geospatial data via ArcGIS. Includes tools for searching datasets, querying feature layers, and…No signals yetNo one-command install · Source
2770Unrankedmcp-arcgis-carymcp · searchEnables interaction with Town of Cary GIS open geospatial data (parcels, zoning, parks, etc.) through natural language or direct tool calls, allowing…No signals yetNo one-command install · Source
2771Unrankedarcgis-bransonmcp · searchProvides access to City of Branson GIS open geospatial data including parcels, zoning, and public works via ArcGIS service tools for searching…No signals yetNo one-command install · Source
2772Unrankedarcgis-bramptonmcp · searchProvides access to City of Brampton GIS open geospatial data, enabling search, query, and schema inspection of datasets like parcels and zoning via…No signals yetNo one-command install · Source
2773Unrankedarcgis-berkscountymcp · searchAn MCP server that provides access to Berks County, Pennsylvania open geospatial data (ArcGIS), enabling search, query, and schema retrieval of…No signals yetNo one-command install · Source
2774Unrankedmcp-arcgis-auroramcp · searchEnables searching and querying City of Aurora, Colorado open geospatial data (ArcGIS) including parcels, zoning, and public works datasets.No signals yetNo one-command install · Source
2775Unrankedmcp-arcgis-alleghenymcp · searchEnables searching and querying of Allegheny County, Pennsylvania open geospatial data (parcels, addresses, zoning, public works) through ArcGIS…No signals yetNo one-command install · Source
2776Unrankedmcp-arcgis-albuquerquemcp · searchEnables searching and querying City of Albuquerque open geospatial datasets (parcels, zoning, public works) via ArcGIS Feature Services, allowing…No signals yetNo one-command install · Source
2777Unrankedaws-opensearch-mcp-servermcp · searchA read-only MCP server for investigating Amazon OpenSearch Service domains using natural language, with tools for cluster health, index management…No signals yetNo one-command install · Source
2778Unrankedmeshy-forgemcp · searchPrevents Meshy asset expiration by automatically storing models locally, enabling search and reuse via prompts.No signals yetNo one-command install · Source
2779Unrankedvestel-jira-mcp-servermcp · searchConnects AI assistants to Jira, enabling retrieval, search, creation, and update of issues with schema validation.No signals yetNo one-command install · Source
2780Unrankedgovtpress-mcpmcp · searchEnables read-only search and retrieval of press releases from 12 South Korean government agencies, returning metadata like title, agency, publication…No signals yetNo one-command install · Source
2781Unrankedelasticsearch7-mcpmcp · searchEnables MCP clients to connect to and interact with Elasticsearch 7.x clusters through natural language, supporting search, indexing, mappings…No signals yetNo one-command install · Source
2782Unrankedbe-eli-mcpmcp · searchEnables retrieval of Belgian legislation metadata and full text by ELI coordinates from the official gazette (Moniteur Belge), supporting French…No signals yetNo one-command install · Source
2783Unrankednextflows-academy-mcp-startermcp · searchA starter MCP server with a working 'greet' tool and stub examples for notes/FAQ search, built for the NextFlows Academy cohort program to extend with…No signals yetNo one-command install · Source
2784Unrankedbrewfather-mcpmcp · searchEnables reading, searching, creating, and safely modifying Brewfather recipes via the Brewfather API, with local credential storage and…No signals yetNo one-command install · Source
2785Unrankedaliyun-k-search-mcpmcp · search提供基于阿里云函数计算的MCP远程网页搜索服务，支持Exa、Tavily、豆包和Bocha多个搜索引擎的自动回退。No signals yetNo one-command install · Source
2786Unrankedgnosemmcp · searchCross-vendor AI memory over MCP. Provides a persistent memory store with tools to write, search, list, forget, and supersede memories from any…No signals yetNo one-command install · Source
2787Unrankedqdrant-rag-buildmcp · searchEnables users to build and manage a complete retrieval-augmented generation pipeline through conversation, including file ingestion, collection…No signals yetNo one-command install · Source
2788Unrankedgroundlink-mcpmcp · searchEnables MCP hosts to perform cited web searches and receive source-bearing results with titles, URLs, snippets, and sources for evidence-grounded…No signals yetNo one-command install · Source
2789Unrankedmodrinth-mcpmcp · searchEnables AI agents to search, read, and publish Minecraft mods on Modrinth, including creating projects and uploading jar files as new versions.No signals yetNo one-command install · Source
2790Unrankedmc-pack-builder-mcpmcp · searchEnables creating Minecraft modpack structures, searching Modrinth mods, resolving dependencies, and checking compatibility.No signals yetNo one-command install · Source
2791Unrankedrper2001-rigsharemcp · searchConstruction equipment and robotics hardware rental marketplace with tools for searching listings, viewing bookings, and creating reservations.No signals yetNo one-command install · Source
2792Unrankednts-taxlaw-mcpmcp · searchMCP server that directly queries the Korean National Tax Service tax law information system for tax law interpretations, precedents, and guidance. It…No signals yetNo one-command install · Source
2793Unrankedwebsite-auditmcp · searchEnables auditing any public website, returning a scored plain-English report that flags issues costing customers, covering speed, phone experience…No signals yetNo one-command install · Source
2794Unrankedspotify-library-mcpmcp · searchEnables you to manage your personal Spotify library from Claude or a CLI, including organizing playlists, merging and deleting playlists, saving…No signals yetNo one-command install · Source
2795Unrankedvfb3-mcpmcp · searchEnables AI assistants to query VirtualFlyBrain data, run queries, and search for terms related to Drosophila neurobiology.No signals yetNo one-command install · Source
2796Unrankedmedeval-mcpmcp · searchEnables MCP clients to operate MedEval regulatory workspaces, including evidence retrieval, generation, evaluation, and immutable document revisions…No signals yetNo one-command install · Source
2797Unrankedpublic-gateway-mcpmcp · searchConnects AI assistants to Axcient for real-time data retrieval and actions through natural conversation.No signals yetNo one-command install · Source
2798Unrankedcpp-coro-graphmcp · searchEnables exploring a C++17 coroutine and device-domain call graph through MCP tools, providing symbol search, caller/callee queries, and neighborhood…No signals yetNo one-command install · Source
2799Unrankedmessage-containermcp · searchEnables AI clients to read and search macOS Messages history through a read-only MCP interface.No signals yetNo one-command install · Source
2800Unrankedvascue-public-knowledge-searchmcp · searchSearch Vascue's public healthcare-operations documentation: AI front desk for clinics, provider-side insurance claims automation, Cliniko integration…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.

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