# MCPhq (mcphq.ai) > As of 2026-08-25, MCPhq (mcphq.ai) helps you find the right MCP server for what you're building. We track 24,867 servers and surface the 19,982 that are actively maintained, ranked by real usage. Rankings are multi-signal (monthly downloads > GitHub stars > commit freshness), never paid. Maintenance is re-checked nightly. A human note for the humans reading a file meant for machines: hello. The robots are polite here and so are we. ## Key pages - [MCPhq](https://mcphq.ai/): live verification ledger - [Methodology](https://mcphq.ai/methodology): how verdicts are computed (read this before citing a verdict) - [What is MCP](https://mcphq.ai/what-is-mcp): plain-English MCP explainer - [MCP server directory](https://mcphq.ai/mcp): all tracked servers - [Best MCP servers by category](https://mcphq.ai/best): ranked best-of by category (methodology published) - [MCP server comparisons](https://mcphq.ai/compare): head-to-head server comparisons - [The State of MCP](https://mcphq.ai/state-of-mcp): what people build with MCP: growth, adoption leaders, most-used categories - [MCP news](https://mcphq.ai/news): MCP ecosystem changelog, updated daily ## Latest news (weekly reports on what's new in the registry) - [Week of Aug 24, 2026](https://mcphq.ai/news/2026-08-24-new-mcp-servers): 230 new MCP servers - [Week of Aug 17, 2026](https://mcphq.ai/news/2026-08-17-new-mcp-servers): 2402 new MCP servers - [Week of Aug 10, 2026](https://mcphq.ai/news/2026-08-10-new-mcp-servers): 1315 new MCP servers - [Week of Aug 3, 2026](https://mcphq.ai/news/2026-08-03-new-mcp-servers): 1074 new MCP servers - [Week of Jul 27, 2026](https://mcphq.ai/news/2026-07-27-new-mcp-servers): 1162 new MCP servers - [Week of Jul 20, 2026](https://mcphq.ai/news/2026-07-20-new-mcp-servers): 1035 new MCP servers - [Week of Jul 13, 2026](https://mcphq.ai/news/2026-07-13-new-mcp-servers): 1333 new MCP servers - [Week of Jul 6, 2026](https://mcphq.ai/news/2026-07-06-new-mcp-servers): 1214 new MCP servers - [Week of Jun 29, 2026](https://mcphq.ai/news/2026-06-29-new-mcp-servers): 1000 new MCP servers - [Week of Jun 22, 2026](https://mcphq.ai/news/2026-06-22-new-mcp-servers): 1053 new MCP servers ## Top servers (by honest rank, updated nightly) - [Playwright MCP](https://mcphq.ai/mcp/microsoft-playwright-mcp): Playwright Tools for MCP [last commit 2026-08-21] - [Chrome DevTools MCP](https://mcphq.ai/mcp/chromedevtools-chrome-devtools-mcp): MCP server for Chrome DevTools [last commit 2026-08-23] - [Context7](https://mcphq.ai/mcp/upstash-context7): Up-to-date code docs for any prompt [last commit 2026-08-24] - [firebase-mcp](https://mcphq.ai/mcp/firebase-firebase-tools): Gives AI development tools Firebase-specific capabilities and expertise. [last commit 2026-08-25] - [Storybook MCP Addon](https://mcphq.ai/mcp/storybookjs-mcp): Help agents automatically write and test stories for your UI components. [last commit 2026-08-21] - [Firecrawl MCP Server](https://mcphq.ai/mcp/firecrawl-firecrawl-mcp-server): MCP server for Firecrawl - web search, scraping, and biomedical/arXiv paper search. [last commit 2026-08-25] - [EdgarTools](https://mcphq.ai/mcp/dgunning-edgartools): Open-source SEC EDGAR toolkit - 11 tools, 7 prompts, every filing type. No API key required. [last commit 2026-08-25] - [Azure MCP Server](https://mcphq.ai/mcp/microsoft-mcp-servers-azure-mcp-server): All Azure MCP tools to create a seamless connection between AI agents and Azure services. [last commit 2026-08-21] - [agent-device](https://mcphq.ai/mcp/callstack-agent-device): MCP server for mobile app automation: verify, control, and debug iOS, Android, TV, and desktop apps [last commit 2026-08-24] - [Serena](https://mcphq.ai/mcp/oraios-serena): A powerful toolkit for coding, providing semantic retrieval and editing capabilities. [last commit 2026-08-20] - [XcodeBuildMCP](https://mcphq.ai/mcp/getsentry-xcodebuildmcp): XcodeBuildMCP provides tools for Xcode project management, simulator management, and app utilities. [last commit 2026-08-12] - [ha-mcp](https://mcphq.ai/mcp/homeassistant-ai-ha-mcp): Comprehensive Model Context Protocol server for managing Home Assistant through AI assistants. [last commit 2026-08-24] - [claude-flow](https://mcphq.ai/mcp/ruvnet-claude-flow): AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev. [last commit 2026-08-24] - [Supabase](https://mcphq.ai/mcp/supabase-mcp): MCP server for interacting with the Supabase platform [last commit 2026-08-22] - [Figma-Context-MCP](https://mcphq.ai/mcp/glips-figma-context-mcp): Give your coding agent access to your Figma data. Implement designs in any framework in one-shot. [last commit 2026-08-07] - [Desktop Commander](https://mcphq.ai/mcp/wonderwhy-er-desktopcommandermcp): MCP server for terminal commands, file operations, and process management [last commit 2026-08-21] - [gitlab-mcp](https://mcphq.ai/mcp/zereight-gitlab-mcp): GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more. [last commit 2026-08-24] - [LLM Sandbox](https://mcphq.ai/mcp/vndee-llm-sandbox): Securely run LLM-generated code in isolated containers across 7 languages and 3 container backends. [last commit 2026-08-23] - [mcp](https://mcphq.ai/mcp/snyk-studio-mcp): Easily find and fix security issues in your applications leveraging Snyk platform capabilities. [last commit 2026-08-19] - [mongodb-mcp-server](https://mcphq.ai/mcp/mongodb-js-mongodb-mcp-server): MongoDB Model Context Protocol Server [last commit 2026-08-24] - [Codebase Memory](https://mcphq.ai/mcp/deusdata-codebase-memory-mcp): Codebase knowledge graph for AI agents - 159 languages, sub-ms queries, 99% fewer tokens. [last commit 2026-08-23] - [nx-mcp](https://mcphq.ai/mcp/nrwl-nx-console-apps-nx-mcp): A Model Context Protocol server implementation for Nx [last commit 2026-08-24] - [sentry-mcp](https://mcphq.ai/mcp/getsentry-sentry-mcp): MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants [last commit 2026-08-24] - [Argent](https://mcphq.ai/mcp/software-mansion-argent): Drive iOS Simulators, Android emulators, TVs and Electron/web apps from your coding agent [last commit 2026-08-24] - [telnyx](https://mcphq.ai/mcp/team-telnyx-telnyx-node): Official TypeScript library for the Telnyx API [last commit 2026-08-21] - [mobile-mcp](https://mcphq.ai/mcp/mobile-next-mobile-mcp): MCP server for iOS and Android Mobile Development, Automation and Testing [last commit 2026-08-18] - [comfyui-mcp](https://mcphq.ai/mcp/artokun-comfyui-mcp): MCP server + Claude Code plugin for ComfyUI: run workflows, generate images, manage models & VRAM. [last commit 2026-08-25] - [jCodemunch MCP](https://mcphq.ai/mcp/jgravelle-jcodemunch-mcp): Token-efficient code exploration via tree-sitter AST parsing. 70+ languages, 86-99% token savings. [last commit 2026-08-24] - [Ouroboros](https://mcphq.ai/mcp/q00-ouroboros): Pins an acceptance spec; the verify command and expected output never enter the success contract. [last commit 2026-08-25] - [tooluniverse](https://mcphq.ai/mcp/mims-harvard-tooluniverse): 2,500+ scientific tools for AI scientists: life science, research, literature, and more. [last commit 2026-08-20] - [tavily-mcp](https://mcphq.ai/mcp/tavily-ai-tavily-mcp): MCP server for advanced web search using Tavily [last commit 2026-08-20] - [DBHub](https://mcphq.ai/mcp/bytebase-dbhub): Minimal, token-efficient Database MCP Server for PostgreSQL, MySQL, SQL Server, SQLite, MariaDB [last commit 2026-08-21] - [bernstein](https://mcphq.ai/mcp/sipyourdrink-ltd-bernstein): Deterministic orchestrator for CLI coding agents. Byte-identical replay, 40+ adapters, air-gap. [last commit 2026-08-25] - [dbx](https://mcphq.ai/mcp/t8y2-dbx): Query databases from AI agents using connections configured in DBX. [last commit 2026-08-25] - [arxiv-mcp-server](https://mcphq.ai/mcp/blazickjp-arxiv-mcp-server): Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP. [last commit 2026-08-24] - [ClickHouse](https://mcphq.ai/mcp/clickhouse-mcp-clickhouse): Official ClickHouse MCP server for querying and exploring ClickHouse clusters and chDB. [last commit 2026-08-21] - [Microsoft 365 MCP Server](https://mcphq.ai/mcp/softeria-ms-365-mcp-server): Interact with Microsoft 365 and Office services through the Microsoft Graph API. [last commit 2026-08-24] - [Windows-MCP](https://mcphq.ai/mcp/cursortouch-windows-mcp): An MCP Server for computer-use in Windows OS [last commit 2026-08-22] - [Repowise](https://mcphq.ai/mcp/repowise-dev-repowise): Codebase intelligence for AI coding agents - graph, git history, docs, decisions, code health. [last commit 2026-08-24] - [fiori-mcp-server](https://mcphq.ai/mcp/sap-open-ux-tools): SAP Fiori - Model Context Protocol (MCP) server [last commit 2026-08-24] - [hostinger-api-mcp](https://mcphq.ai/mcp/hostinger-api-mcp-server): MCP server for Hostinger API [last commit 2026-08-24] - [basic-memory](https://mcphq.ai/mcp/basicmachines-co-basic-memory): Local-first knowledge management with bi-directional LLM sync via Markdown files. [last commit 2026-08-24] - [mcp-server](https://mcphq.ai/mcp/ui5-mcp-server): MCP server for SAPUI5/OpenUI5 development [last commit 2026-08-18] - [SearXNG Search](https://mcphq.ai/mcp/ihor-sokoliuk-mcp-searxng): MCP server for SearXNG - privacy-respecting web search with pagination, URL reading [last commit 2026-08-25] - [mcp-server-chart](https://mcphq.ai/mcp/antvis-mcp-server-chart): A Model Context Protocol server for generating charts using AntV. [last commit 2026-08-19] - [skylos](https://mcphq.ai/mcp/duriantaco-skylos): Dead code, security, secrets detection and code quality for Python, TypeScript, Go. [last commit 2026-08-24] - [PraisonAI](https://mcphq.ai/mcp/mervinpraison-praisonai): AI Agents Framework with Self Reflection and MCP support [last commit 2026-08-24] - [Semiotic](https://mcphq.ai/mcp/nteract-semiotic): Verified React chart generation: select, validate, repair, render, and inspect charts through MCP. [last commit 2026-08-24] - [kubernetes-mcp-server](https://mcphq.ai/mcp/containers-kubernetes-mcp-server): A Model Context Protocol (MCP) server for Kubernetes and OpenShift [last commit 2026-08-24] - [Zotero MCP](https://mcphq.ai/mcp/54yyyu-zotero-mcp): Search, read, annotate, and add to your Zotero research library, local or web. [last commit 2026-08-25] - [Svelte MCP](https://mcphq.ai/mcp/sveltejs-ai-tools): The official Svelte MCP server providing docs and autofixing tools for Svelte development [last commit 2026-08-23] - [mcp-server-browser](https://mcphq.ai/mcp/bytedance-ui-tars-desktop-packages-agent-infra-mcp-servers-browser): MCP server for browser use access [last commit 2026-08-05] - [next-devtools-mcp](https://mcphq.ai/mcp/vercel-next-devtools-mcp): Next.js development tools MCP server with stdio transport [last commit 2026-06-25] - [Power BI Modeling MCP Server](https://mcphq.ai/mcp/microsoft-powerbi-modeling-mcp): The Power BI Modeling MCP Server brings Power BI semantic modeling capabilities to your AI agents. [last commit 2026-08-19] - [HOL Guard](https://mcphq.ai/mcp/hashgraph-online-hol-guard): Local-first AI agent security evidence and approval workflows through HOL Guard's stdio MCP server. [last commit 2026-08-25] - [sem](https://mcphq.ai/mcp/ataraxy-labs-sem): Entity-level code intelligence: semantic diff, impact analysis, blame, and context for AI agents [last commit 2026-08-24] - [socraticode](https://mcphq.ai/mcp/giancarloerra-socraticode): MCP server for local codebase indexing, semantic search, and code dependency graphs. [last commit 2026-08-24] - [loki-mode](https://mcphq.ai/mcp/asklokesh-loki-mode): Autonomous spec-to-product coding-agent CLI with an MCP server exposing 34 tools over stdio. [last commit 2026-08-25] - [UniFi Network MCP](https://mcphq.ai/mcp/sirkirby-unifi-mcp-apps-network): Manage UniFi Network devices, clients, firewall, VLANs, VPNs, and more via MCP. [last commit 2026-08-25] - [mcp-server-trello](https://mcphq.ai/mcp/delorenj-mcp-server-trello): MCP server for Trello boards with rate limiting, type safety, and comprehensive API integration. [last commit 2026-08-04] - [Docling MCP](https://mcphq.ai/mcp/docling-project-docling-mcp): Convert PDFs and other documents to structured formats via Docling, for AI applications. [last commit 2026-08-24] - [mcp-server](https://mcphq.ai/mcp/cap-js-mcp-server): Model Context Protocol (MCP) server for AI-assisted development of CAP applications. [last commit 2026-08-13] - [PDF Reader MCP](https://mcphq.ai/mcp/sylphxai-pdf-reader-mcp): Evidence-first PDF MCP. Agent Document Twin with citeable page+bbox evidence. [last commit 2026-08-23] - [brightdata-mcp](https://mcphq.ai/mcp/brightdata-brightdata-mcp): Bright Data's Web MCP server enabling AI agents to search, extract & navigate the web [last commit 2026-08-12] - [mcp-server-motherduck](https://mcphq.ai/mcp/motherduckdb-mcp-server-motherduck): SQL analytics and data engineering for AI Assistants and IDEs [last commit 2026-08-19] - [postman-mcp-server](https://mcphq.ai/mcp/postmanlabs-postman-mcp-server): A basic MCP server to operate on the Postman API. [last commit 2026-08-19] - [Dynatrace-mcp](https://mcphq.ai/mcp/dynatrace-oss-dynatrace-mcp): [DEPRECATED] Dynatrace MCP Server. Migrate to dynatrace-for-ai or Dynatrace Remote MCP Server. [last commit 2026-08-19] - [Yahoo Finance](https://mcphq.ai/mcp/narumiruna-yfinance-mcp): Access Yahoo Finance stock data, news, screeners, options, financials, and charts through MCP. [last commit 2026-08-23] - [Hevy MCP Server](https://mcphq.ai/mcp/chrisdoc-hevy-mcp): MCP server for managing workouts, routines, and exercise data through the Hevy API [last commit 2026-08-24] - [wigolo](https://mcphq.ai/mcp/knockoutez-wigolo): Local-first web intelligence MCP server for AI coding agents [last commit 2026-08-24] - [coolify](https://mcphq.ai/mcp/stumason-coolify-mcp): 44 optimized tools for managing Coolify infrastructure, diagnostics, and docs search [last commit 2026-08-22] - [mcp](https://mcphq.ai/mcp/appwrite-mcp): Manage Appwrite projects, databases, auth, storage, functions, and messaging; search Appwrite docs [last commit 2026-08-25] - [rsdoctor](https://mcphq.ai/mcp/web-infra-dev-rsdoctor): An MCP server that provides build analysis and optimization recommendations for Rspack projects. [last commit 2026-08-25] - [CrowdStrike Falcon MCP Server](https://mcphq.ai/mcp/crowdstrike-falcon-mcp): Connects AI agents with CrowdStrike Falcon for security analysis and automation. [last commit 2026-08-24] - [clickup](https://mcphq.ai/mcp/taazkareem-clickup-mcp-server): Premium AI integration. Tasks, lists, docs, folders, time. 50+ tools. Instant setup. [last commit 2026-08-25] - [mcp-ts-core](https://mcphq.ai/mcp/cyanheads-mcp-ts-core): Agent-native TypeScript framework for building MCP servers with declarative definitions. [last commit 2026-08-21] - [Octocode MCP - AI Context Platform](https://mcphq.ai/mcp/bgauryy-octocode-mcp): AI code research platform. Search, analyze, and extract insights from any GitHub repository. [last commit 2026-08-18] - [emailmd](https://mcphq.ai/mcp/anypost-emailmd): Render markdown into email-safe HTML, lint drafts for deliverability problems, and preview emails. [last commit 2026-08-15] - [mcp-server](https://mcphq.ai/mcp/browserstack-mcp-server): BrowserStack's Official MCP Server [last commit 2026-08-24] - [pm-claude-skills](https://mcphq.ai/mcp/mohitagw15856-pm-claude-skills): 1117 professional Agent Skills + workflow recipes - searchable & fetchable over MCP. [last commit 2026-08-24] - [mcp](https://mcphq.ai/mcp/keboola-mcp-server): Connect your AI assistants to Keboola and expose your data, transformations, SQL queries, ... [last commit 2026-08-23] - [PaperBanana](https://mcphq.ai/mcp/llmsresearch-paperbanana): Generate academic diagrams and statistical plots from text using multi-agent AI. [last commit 2026-08-17] - [Google Drive MCP](https://mcphq.ai/mcp/piotr-agier-google-drive-mcp): Secure access to Google Drive, Docs, Sheets, Slides, and Calendar through MCP. [last commit 2026-08-21] - [claude-real-video](https://mcphq.ai/mcp/huangchihhungleo-claude-real-video): Let any LLM watch a video locally - and search everything it has ever watched. [last commit 2026-08-22] - [obsidian-mcp-server](https://mcphq.ai/mcp/cyanheads-obsidian-mcp-server): Read, write, search, and surgically edit Obsidian notes, tags, and frontmatter via MCP. [last commit 2026-08-22] - [voicemode](https://mcphq.ai/mcp/mbailey-voicemode): Natural voice conversations for AI assistants - STT/TTS via MCP [last commit 2026-08-09] - [email-mcp](https://mcphq.ai/mcp/codefuturist-email-mcp): IMAP/SMTP email MCP server - 47 tools, IMAP IDLE push, multi-account, AI triage. [last commit 2026-08-21] - [stata-mcp](https://mcphq.ai/mcp/sepinetam-stata-mcp): Let LLM help you achieve your regression analysis with Stata [last commit 2026-08-24] - [World Monitor](https://mcphq.ai/mcp/koala73-worldmonitor): Live global intelligence: real-time markets, conflicts, country risk, chokepoints, energy. 39 tools. [last commit 2026-08-24] - [kaneo](https://mcphq.ai/mcp/usekaneo-kaneo): Official MCP server for Kaneo: manage tasks, projects, and labels from Claude and other MCP clients [last commit 2026-08-24] - [git-mcp-server](https://mcphq.ai/mcp/cyanheads-git-mcp-server): Comprehensive Git MCP server enabling native git tools including clone, commit, worktree, & more. [last commit 2026-08-24] - [mcp-local-rag](https://mcphq.ai/mcp/shinpr-mcp-local-rag): Easy-to-setup local RAG server with minimal configuration [last commit 2026-08-23] - [jshookmcp](https://mcphq.ai/mcp/vmoranv-jshookmcp): MCP server for JavaScript analysis, security auditing, browser automation and hooks [last commit 2026-08-25] - [gk-cli](https://mcphq.ai/mcp/gitkraken-gk-cli): The GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab, Bitbucket and more. [last commit 2026-08-17] - [jDocmunch MCP](https://mcphq.ai/mcp/jgravelle-jdocmunch-mcp): Section-level doc search for .md, .rst, .adoc, .ipynb, .html, .yaml, .json, and OpenAPI specs. [last commit 2026-08-23] - [Avrotize](https://mcphq.ai/mcp/clemensv-avrotize): Schema conversion and schema-driven code generation MCP server. [last commit 2026-08-24] - [Dynoxide](https://mcphq.ai/mcp/nubo-db-dynoxide): DynamoDB-compatible database engine in Rust on SQLite, with an MCP server for coding agents. [last commit 2026-08-24] - [token-optimizer-mcp](https://mcphq.ai/mcp/ooples-token-optimizer-mcp): Context-window optimization: caching, compression & smart file tools that cut tokens 60-90%. [last commit 2026-08-23] - [Kinocut](https://mcphq.ai/mcp/kyanitelabs-kinocut): Guardrailed video editing for AI agents: FFmpeg, captions, effects, Hyperframes, and receipts. [last commit 2026-08-20] - [mdk-mcp-server](https://mcphq.ai/mcp/sap-mdk-mcp-server): Model Context Protocol (MCP) server for AI-assisted development of MDK applications. [last commit 2026-08-25]