Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 301 | Unranked | kilkaya-mcp-servermcp · back-end | MCP server for the Kilkaya analytics API, enabling querying analytics data, listing schemas, and retrieving metadata via MCP tools. | No signals yet | No one-command install · Source | |
| 302 | Unranked | syntitan-mcp-servermcp · back-end | Lets Claude and other MCP-compatible clients securely connect to Syntitan, an AI-Ready Data Platform, through natural language for data management and… | No signals yet | No one-command install · Source | |
| 303 | Unranked | yt-mcpmcp · back-end | MCP server for managing YouTube channels using Data API v3 and Analytics. Supports video upload, comments, playlists, and analytics via ~30 tools… | No signals yet | No one-command install · Source | |
| 304 | Unranked | cookiemunch-mcpmcp · back-end | Exposes the Cookie Munch Developer API as MCP tools, enabling AI assistants to manage sites, read consent analytics, and drive privacy operations. | No signals yet | No one-command install · Source | |
| 305 | Unranked | clutter-mcpmcp · back-end | A Model Context Protocol server that lets an AI agent drive the whole Clutter pipeline to invent a synthetic company, generate its documents… | No signals yet | No one-command install · Source | |
| 306 | Unranked | matomo-mcp-servermcp · back-end | Enables LLMs to directly query a Matomo analytics instance, execute reporting methods, fetch historical trends, report metadata, and dynamically… | No signals yet | No one-command install · Source | |
| 307 | Unranked | mcp-excel-servermcp · back-end | Enables AI agents to read, write, analyze, and transform Excel spreadsheets (.xlsx) through the Model Context Protocol. | No signals yet | No one-command install · Source | |
| 308 | Unranked | taobao-sourcing-assistantmcp · back-end | A local, human-paced MCP server for sourcing products on Taobao/Tmall, extracting per-SKU pricing, variant-linked reviews, and exporting to a… | No signals yet | No one-command install · Source | |
| 309 | Unranked | nanoboy-social-mcpmcp · back-end | MCP server for Instagram growth in LATAM, enabling automated DM flows, comment management, and account analytics. | No signals yet | No one-command install · Source | |
| 310 | Unranked | facebook-mcpmcp · back-end | Enables analytics and management of Facebook Pages through the Meta Graph API, including posts, insights, audience, and publishing. | No signals yet | No one-command install · Source | |
| 311 | Unranked | lnkifymcp · back-end | MCP server that enables AI agents to manage Lnkify links, domains, API keys, and analytics. Allows creation and resolution of short links through… | No signals yet | No one-command install · Source | |
| 312 | Unranked | youtube-organic-mcpmcp · back-end | Enables AI assistants to access YouTube organic analytics, including channel stats, video performance, watch time, and audience engagement, via the… | No signals yet | No one-command install · Source | |
| 313 | Unranked | facebook-pages-mcpmcp · back-end | MCP server for Facebook Pages organic analytics and management using Meta Graph API v25.0. Enables AI assistants to read page insights, posts… | No signals yet | No one-command install · Source | |
| 314 | Unranked | bing-webmaster-tools-mcpmcp · back-end | Enables to interact with the Bing Webmaster Tools API for managing sites, URLs, sitemaps, and viewing analytics. | No signals yet | No one-command install · Source | |
| 315 | Unranked | optionslabmcp · back-end | Options analytics MCP server providing 40+ tools for options chain data, position valuation, Greeks, charts, and volatility analysis. | No signals yet | No one-command install · Source | |
| 316 | Unranked | analytics-mcpmcp · back-end | MCP server for querying Google Analytics accounts, properties, reports, and realtime data using the Data API and Admin API. | No signals yet | No one-command install · Source | |
| 317 | Unranked | bookmarket-research-mcp-server-agentmcp · back-end | Enables market research and analytics for digital, audio, POD, and ebook publishing by integrating DuckDuckGo search, Gemini API, Supabase, Airtable… | No signals yet | No one-command install · Source | |
| 318 | Unranked | wpcafe-mcp-servermcp · back-end | Connect any MCP-compatible AI assistant to your WordPress site running the WPCafe restaurant plugin. Once connected, your AI assistant can manage… | No signals yet | No one-command install · Source | |
| 319 | Unranked | netloc8-mcpmcp · back-end | Model Context Protocol server for the NetLoc8 IP geolocation API. Gives AI assistants access to country/city lookup, timezone reconciliation, and IP… | No signals yet | No one-command install · Source | |
| 320 | Unranked | snuetl-mcpmcp · back-end | MCP server that provides tools to interact with SNU eTL (Canvas LMS), including viewing courses, assignments, announcements, grades, downloading and… | No signals yet | No one-command install · Source | |
| 321 | Unranked | eurostat-tam-mcp-servermcp · back-end | Pulls enterprise counts by NACE Rev.2 activity and size class from Eurostat and buckets them into SME and 250+ categories for the DTM TAM model, with… | No signals yet | No one-command install · Source | |
| 322 | Unranked | dhis2-mcp-servermcp · back-end | Connects DHIS2 health information systems to AI assistants via the Model Context Protocol, enabling natural language queries for analytics, metadata… | No signals yet | No one-command install · Source | |
| 323 | Unranked | f1-mcp-servermcp · back-end | A real-time Formula 1 analytics server that lets you ask natural language questions about races, lap times, tyre strategies, pit stops, and more using… | No signals yet | No one-command install · Source | |
| 324 | Unranked | cf-mcpmcp · back-end | Read-only Cloudflare MCP server for SOC investigation, exposing Cloudflare services like WAF, bot management, analytics, and Zero Trust for querying… | No signals yet | No one-command install · Source | |
| 325 | Unranked | google-sheets-reader-mcp-servermcp · back-end | Enables reading data from a Google Sheets spreadsheet via the read_sheet tool, integrating real-time sheet data with an AI reminder assistant. | No signals yet | No one-command install · Source | |
| 326 | Unranked | spreadsheet-qa-kit-mcp-servermcp · back-end | Enables querying your spreadsheet using natural language questions; provides read-only tools for schema, sample data, and structured query execution… | No signals yet | No one-command install · Source | |
| 327 | Unranked | reasonix-feishu-mcpmcp · back-end | MCP server for Feishu/Lark API integration, enabling AI agents to send messages, manage groups, create and edit documents and spreadsheets, and search… | No signals yet | No one-command install · Source | |
| 328 | Unranked | warehouse-mcpmcp · back-end | Production MCP server for data warehouses with read-only enforcement, five-tier role-based access, audit logging, PII masking, and optional semantic… | No signals yet | No one-command install · Source | |
| 329 | Unranked | viz-mcp-servermcp · back-end | Enables AI agents to create data visualizations like bar charts, line charts, pie charts, scatter plots, and histograms, returning inline SVG or PNG… | No signals yet | No one-command install · Source | |
| 330 | Unranked | microsoft-fabric-mcp-servermcp · back-end | Exposes Microsoft Fabric operations as MCP tools, with 105 tools across 17 domains including lakehouses, warehouses, notebooks, pipelines, and… | No signals yet | No one-command install · Source | |
| 331 | Unranked | plausible-whenever-mcpmcp · back-end | MCP server that provides read access to Plausible Analytics data with natural-language date resolution, enabling users to query analytics like… | No signals yet | No one-command install · Source | |
| 332 | Unranked | umeng-openapi-mcp-servermcp · back-end | MCP server for 友盟 U-App mobile analytics, enabling AI agents to query app statistics, retention, channels, versions, custom events, and more via the… | No signals yet | No one-command install · Source | |
| 333 | Unranked | savanto-mcp-servermcp · back-end | Exposes Savanto AI workspace tools to MCP clients, enabling natural-language configuration, content management, analytics, and diagnostics for store… | No signals yet | No one-command install · Source | |
| 334 | Unranked | sc-mcpmcp · back-end | A read-only MCP server that wraps the Scalable Capital CLI to expose broker data (portfolio, holdings, transactions, analytics, quotes, news) to any… | No signals yet | No one-command install · Source | |
| 335 | Unranked | beacon-mcpmcp · back-end | MCP server for the beacon log analytics platform, exposing beacon's REST API as MCP tools and resources for AI agents to query and analyse… | No signals yet | No one-command install · Source | |
| 336 | Unranked | pagepilot-mcpmcp · back-end | Enables AI agents to manage a Facebook Fanpage via the official Graph API, supporting posting, scheduling, comment moderation, and analytics, without… | No signals yet | No one-command install · Source | |
| 337 | Unranked | whatsmybudgetmcpmcp · back-end | MCP server for the WhatsMyBudget Analytics API, providing tools to query budget periods, categories, accounts, and summaries. | No signals yet | No one-command install · Source | |
| 338 | Unranked | vexo-mcpmcp · back-end | Unofficial MCP server for Vexo analytics. Enables querying event names, counts, timelines, sessions, and recent events from Vexo Export API through… | No signals yet | No one-command install · Source | |
| 339 | Unranked | silly-geese-quality-qrmcp · back-end | Create and manage trackable QR codes with dynamic URLs, scan analytics, and 12 QR types via a remote MCP server. | No signals yet | No one-command install · Source | |
| 340 | Unranked | scrymcp · back-end | MCP server by TunnelMind for data querying and analytics operations. | No signals yet | No one-command install · Source | |
| 341 | Unranked | youtube-complete-mcpmcp · back-end | MCP server exposing YouTube Data, Analytics, and Reporting APIs as agent-callable tools with multi-brand-account authentication, quota tracking, and a… | No signals yet | No one-command install · Source | |
| 342 | Unranked | filoo-mcpmcp · back-end | Create short links, track click analytics, and generate QR codes via the Filoo URL shortener API. | No signals yet | No one-command install · Source | |
| 343 | Unranked | aspose-cells-cloud-mcp-servermcp · back-end | Automates Microsoft Excel spreadsheet creation and editing via MCP tools for any MCP-compatible client. | No signals yet | No one-command install · Source | |
| 344 | Unranked | votel-mcpmcp · back-end | An MCP server that lets AI assistants manage and publish websites via Votel, including creating sites, adding domains, purging cache, and retrieving… | No signals yet | No one-command install · Source | |
| 345 | Unranked | solapi-mcp-servermcp · back-end | Enables searching SOLAPI documentation and examples, and sending/managing SMS, LMS, MMS, RCS, and Kakao messages with safety guards. | No signals yet | No one-command install · Source | |
| 346 | Unranked | mascope-mcp-servermcp · back-end | MCP server for MAScope: search and analyze World MiniApps, get verified reviews and analytics data. | No signals yet | No one-command install · Source | |
| 347 | Unranked | semrush-mcpmcp · back-end | MCP server providing tools to access Semrush API data for domain analytics, keyword research, backlink analysis, and traffic analytics. | No signals yet | No one-command install · Source | |
| 348 | Unranked | docalyzemcp · back-end | An MCP server that lets AI assistants read and visually analyze local documents — PDFs, Excel spreadsheets, CSV files, Word documents, PowerPoint… | No signals yet | No one-command install · Source | |
| 349 | Unranked | openrouter-admin-mcpmcp · back-end | MCP server for OpenRouter's management API, enabling programmatic control of credits, inference keys, guardrails, and usage analytics from… | No signals yet | No one-command install · Source | |
| 350 | Unranked | wizzydev-trenchfumcp · back-end | Solana intelligence marketplace with 86 tools and 168+ endpoints for on-chain data and analytics. | No signals yet | No one-command install · Source | |
| 351 | Unranked | linkedin-company-admin-mcpmcp · back-end | MCP server for LinkedIn Company Page administration. Enables reading analytics, managing posts, editing page details, growing followers, and bridging… | No signals yet | No one-command install · Source | |
| 352 | Unranked | au-bizintel-mcp-servermcp · back-end | Gives any MCP-compatible AI agent instant access to the Australian Business Register (ABR) — plus AI-powered business intelligence. Search 8M+… | No signals yet | No one-command install · Source | |
| 353 | Unranked | rekordbox-smart-mcpmcp · back-end | MCP server for DJs using Pioneer Rekordbox, offering 33 tools for library management, smart playlists, DJ analytics, and safe mutations with complete… | No signals yet | No one-command install · Source | |
| 354 | Unranked | resonia-veilmail-mcpmcp · back-end | A Model Context Protocol (MCP) server that exposes Veil Mail API operations as tools for AI agents, enabling email sending, template management… | No signals yet | No one-command install · Source | |
| 355 | Unranked | onetick-mcp-servermcp · back-end | Enables enterprise-grade OneTick tick data analytics with 18 tools for market data retrieval, metadata discovery, and analytics computations across… | No signals yet | No one-command install · Source | |
| 356 | Unranked | can-tap-verifiedmcp · back-end | Canadian business directory MCP server for finding free dofollow backlink opportunities, claiming listings, and tracking NFC tap analytics. | No signals yet | No one-command install · Source | |
| 357 | Unranked | can-tap-verified-mcp-servermcp · back-end | Enables Canadian businesses to claim free directory listings for dofollow backlinks, search 3,000+ verified businesses, check backlink status, and… | No signals yet | No one-command install · Source | |
| 358 | Unranked | stackcurious-revenuecat-chartsmcp · back-end | MCP server for querying RevenueCat subscription analytics including MRR, churn, trial conversion rates, and 21 chart types. | No signals yet | No one-command install · Source | |
| 359 | Unranked | searchconsole-mcpmcp · back-end | A lightweight, fast MCP server for Google Search Console. Query search analytics, manage sitemaps, and inspect URLs directly from your AI assistant. | No signals yet | No one-command install · Source | |
| 360 | Unranked | quip-mcp-servermcp · back-end | MCP server for reading Quip documents and spreadsheets, enabling interaction with Quip content via natural language. | No signals yet | No one-command install · Source | |
| 361 | Unranked | linklee-mcp-servermcp · back-end | MCP server for Linklee that enables creating short links, listing links, getting click analytics, and managing workspace tags. | No signals yet | No one-command install · Source | |
| 362 | Unranked | revenuecat-charts-mcpmcp · back-end | An MCP server that enables AI agents to query RevenueCat's subscription analytics API using natural language, retrieving metrics like MRR, churn, and… | No signals yet | No one-command install · Source | |
| 363 | Unranked | prosp-mcp-servermcp · back-end | MCP server for Prosp.ai LinkedIn outreach automation. Manage leads, campaigns, messaging, and analytics programmatically. | No signals yet | No one-command install · Source | |
| 364 | Unranked | google-analytics-4-mcp-servermcp · back-end | Enables managing Google Analytics 4 properties, data streams, conversions, and running reports using natural language through the Admin and Data APIs. | No signals yet | No one-command install · Source | |
| 365 | Unranked | stucchi-google-analyticsmcp · back-end | Manage GA4 properties, data streams, conversions, and run reports via Admin and Data APIs. | No signals yet | No one-command install · Source | |
| 366 | Unranked | bizintel-mcp-servermcp · back-end | AI-powered business intelligence tools via MCP, enabling competitors analysis, website scoring, review analysis, and market research in real time. | No signals yet | No one-command install · Source | |
| 367 | Unranked | sensors-mcp-servermcp · back-end | Enables AI assistants to query and analyze user behavior data from the Sensors Analytics platform using natural language. | No signals yet | No one-command install · Source | |
| 368 | Unranked | trainingpeaks-mcp-servermcp · back-end | A Model Context Protocol server for TrainingPeaks with an analytics focus — enabling real-time querying of training data, performance trends… | No signals yet | No one-command install · Source | |
| 369 | Unranked | mcp-bigquery-servermcp · back-end | Production-ready MCP server for BigQuery that translates natural language questions to SQL, executes queries securely, and delivers results via stdio… | No signals yet | No one-command install · Source | |
| 370 | Unranked | baby-sensory-analytics-mcp-servermcp · back-end | Cloud-powered analytics server for Baby Sensory World that tracks engagement patterns, favorite themes, colors, and provides AI-powered insights to… | No signals yet | No one-command install · Source | |
| 371 | Unranked | tableau-mcp-navimcp · back-end | A Model Context Protocol (MCP) server for Tableau Server. Enables AI assistants to interact with Tableau workbooks, views, datasources, and metadata. | No signals yet | No one-command install · Source | |
| 372 | Unranked | tenzir-mcp-servermcp · back-end | An MCP server that enables AI assistants to interact with Tenzir, a data pipeline engine for security operations, including executing pipeline… | No signals yet | No one-command install · Source | |
| 373 | Unranked | binelek-mcp-servermcp · back-end | Enables interaction with the Binelek Platform's knowledge graph, search, AI, and data pipeline services through the API Gateway. | No signals yet | No one-command install · Source | |
| 374 | Unranked | dbt-mcpmcp · back-end | MCP server that provides tools to interact with dbt, including dbt Core, Cloud CLI, Semantic Layer, and Discovery API. | No signals yet | No one-command install · Source | |
| 375 | Unranked | dub-mcpmcp · back-end | A Model Context Protocol server for Dub that enables creating, updating, deleting short links and retrieving link analytics through natural language. | No signals yet | No one-command install · Source | |
| 376 | Unranked | pendo-mcpmcp · back-end | A comprehensive MCP server that provides AI assistants with powerful access to Pendo analytics through 15 specialized tools, transforming natural… | No signals yet | No one-command install · Source | |
| 377 | Unranked | google-analytics-mcp-servermcp · back-end | Enables LLMs to interact with Google Analytics via Admin and Data APIs, allowing users to retrieve account summaries, run reports, and analyze… | No signals yet | No one-command install · Source | |
| 378 | Unranked | sonarqube-mcp-servermcp · back-end | A Model Context Protocol (MCP) server that provides AI assistants with access to SonarQube code quality, security, and project analytics data. | No signals yet | No one-command install · Source | |
| 379 | Unranked | google-sheet-universal-mcp-servermcp · back-end | Provides a standardized interface for interacting with Google-Sheet's tools and services through a unified API, enabling spreadsheet operations via… | No signals yet | No one-command install · Source | |
| 380 | Unranked | bq-mcp-servermcp · back-end | A Python MCP server that retrieves and caches BigQuery metadata (datasets, tables, columns) and enables secure SQL query execution with cost control… | No signals yet | No one-command install · Source | |
| 381 | Unranked | respona-dashboard-mcp-servermcp · back-end | An MCP server that provides tools to interact with the Respona Dashboard backend API. It allows users to query ticket data, analytics, and AI flags… | No signals yet | No one-command install · Source | |
| 382 | Unranked | business-intelligence-mcp-servermcp · back-end | Enables AI-powered business intelligence queries on Elasticsearch data using natural language and Claude integration via MCP. | No signals yet | No one-command install · Source | |
| 383 | Unranked | mcp-server-google-analyticsmcp · back-end | MCP server providing access to Google Analytics Data API, enabling LLMs to retrieve reports, real-time data, and metadata from GA4 properties. | No signals yet | No one-command install · Source | |
| 384 | Unranked | mcp-example-netlify-expressmcp · back-end | A basic example of developing and running serverless MCP using Netlify Functions. | No signals yet | No one-command install · Source | |
| 385 | Unranked | spacex-mcp-servermcp · back-end | A lightweight MCP server that provides analytics on SpaceX launches, including launch counts per year, success vs failure totals, and most-used launch… | No signals yet | No one-command install · Source | |
| 386 | Unranked | allpets-mcpmcp · back-end | MCP server for AllPets Clinic analytics, providing weekly KPI dashboards, natural language SQL queries, and Excel report generation. | No signals yet | No commit datelisted | No one-command install · Source |
| 387 | Unranked | benchling-integrationskill · back-end | Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data… | No signals yet | No commit datelisted | armory install benchling-integration --cli claude |
| 388 | Unranked | bigquery-mcp-servermcp · back-end | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 389 | Unranked | clevertap-mcpmcp · back-end | Read-only AI analytics assistant for CleverTap via MCP, enabling querying of events, profiles, campaigns, and realtime data without write endpoints. | No signals yet | No commit datelisted | No one-command install · Source |
| 390 | Unranked | clickhousemcp · back-end | MCP server — ClickHouse analytics queries. | No signals yet | No commit datelisted | No one-command install · Source |
| 391 | Unranked | cloudflare-dns-analyticsmcp · back-end | Integrates tools powered by the Cloudflare DNS Analytics API to provide insights on DNS analytics and optimization. | No signals yet | No commit datelisted | No one-command install · Source |
| 392 | Unranked | cre-mcpmcp · back-end | MCP server for Moody's Commercial Real Estate API, providing 37 tools for property lookups, market analytics, comps, CMBS data, tax records, and more. | No signals yet | No commit datelisted | No one-command install · Source |
| 393 | Unranked | express-mcp-servermcp · back-end | A basic example of developing and running serverless MCP using Netlify Functions, including a customized URL for accessing the function. | No signals yet | No commit datelisted | No one-command install · Source |
| 394 | Unranked | fillout-mcp-servermcp · back-end | Enables form management, response handling, and analytics via the Fillout.io API, allowing users to create, update, and fetch forms and submissions… | No signals yet | No commit datelisted | No one-command install · Source |
| 395 | Unranked | gameanalytics-docsmcp · back-end | Searchable access to GameAnalytics SDK documentation for Unity, Unreal, iOS, Android, and REST API. | No signals yet | No commit datelisted | No one-command install · Source |
| 396 | Unranked | gameanalytics-mcp-servermcp · back-end | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 397 | Unranked | google-bigquerymcp · back-end | Official Google Cloud BigQuery remote server that runs on managed infrastructure with HTTPS endpoints, IAM authorization, and audit logging to enable… | No signals yet | No commit datelisted | No one-command install · Source |
| 398 | Unranked | google-stitchmcp · back-end | Google Cloud Stitch MCP server for AI-assisted data integration and analytics pipeline management. | No signals yet | No commit datelisted | No one-command install · Source |
| 399 | Unranked | gsc-mcp-workermcp · back-end | MCP server for Google Search Console, providing tools for site properties, search analytics, URL inspection, sitemaps, and audit reports. | No signals yet | No commit datelisted | No one-command install · Source |
| 400 | Unranked | gumletmcp · back-end | Integrates with Gumlet's video and image processing APIs to enable video asset management, live streaming, DRM integration, image transformations, and… | No signals yet | No commit datelisted | 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.