# MCPhq (mcphq.ai) > As of 2026-09-18, MCPhq (mcphq.ai) helps you find the right MCP server for what you're building. We track 33,497 servers and surface the 26,516 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 Sep 14, 2026](https://mcphq.ai/news/2026-09-14-new-mcp-servers): 1388 new MCP servers - [Week of Sep 7, 2026](https://mcphq.ai/news/2026-09-07-new-mcp-servers): 3671 new MCP servers - [Week of Aug 31, 2026](https://mcphq.ai/news/2026-08-31-new-mcp-servers): 2336 new MCP servers - [Week of Aug 24, 2026](https://mcphq.ai/news/2026-08-24-new-mcp-servers): 1465 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 ## Top servers (by honest rank, updated nightly) - [Playwright MCP](https://mcphq.ai/mcp/microsoft-playwright-mcp): Playwright Tools for MCP [last commit 2026-09-17] - [Chrome DevTools MCP](https://mcphq.ai/mcp/chromedevtools-chrome-devtools-mcp): MCP server for Chrome DevTools [last commit 2026-09-17] - [Context7](https://mcphq.ai/mcp/upstash-context7): Up-to-date code docs for any prompt [last commit 2026-09-18] - [firebase-mcp](https://mcphq.ai/mcp/firebase-firebase-tools): Gives AI development tools Firebase-specific capabilities and expertise. [last commit 2026-09-18] - [SeleniumBase MCP](https://mcphq.ai/mcp/seleniumbase-seleniumbase): Stealthy browser automation, testing, and web-scraping via CDP Mode. [last commit 2026-09-18] - [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 2026-09-18] - [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 2026-09-17] - [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 2026-09-17] - [agent-device](https://mcphq.ai/mcp/callstackincubator-agent-device): Let AI agents inspect, control, and debug real iOS, Android, desktop, and TV apps [last commit 2026-09-18] - [Serena](https://mcphq.ai/mcp/oraios-serena): A powerful toolkit for coding, providing semantic retrieval and editing capabilities. [last commit 2026-09-17] - [Supabase](https://mcphq.ai/mcp/supabase-mcp): MCP server for interacting with the Supabase platform [last commit 2026-09-17] - [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 2026-09-18] - [Desktop Commander](https://mcphq.ai/mcp/wonderwhy-er-desktopcommandermcp): MCP server for terminal commands, file operations, and process management [last commit 2026-09-17] - [XcodeBuildMCP](https://mcphq.ai/mcp/getsentry-xcodebuildmcp): XcodeBuildMCP provides tools for Xcode project management, simulator management, and app utilities. [last commit 2026-09-11] - [ha-mcp](https://mcphq.ai/mcp/homeassistant-ai-ha-mcp): Comprehensive Model Context Protocol server for managing Home Assistant through AI assistants. [last commit 2026-09-18] - [gitlab-mcp](https://mcphq.ai/mcp/zereight-gitlab-mcp): GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more. [last commit 2026-09-16] - [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 2026-09-18] - [Codebase Memory](https://mcphq.ai/mcp/deusdata-codebase-memory-mcp): Codebase knowledge graph for AI agents - 162 languages, sub-ms queries, 99% fewer tokens. [last commit 2026-09-18] - [Argent](https://mcphq.ai/mcp/software-mansion-argent): Drive iOS Simulators, Android emulators, TVs and Electron/web apps from your coding agent [last commit 2026-09-18] - [nx-mcp](https://mcphq.ai/mcp/nrwl-nx-console-apps-nx-mcp): A Model Context Protocol server implementation for Nx [last commit 2026-09-17] - [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 2026-09-14] - [sentry-mcp](https://mcphq.ai/mcp/getsentry-sentry-mcp): MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants [last commit 2026-09-17] - [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 2026-09-14] - [telnyx](https://mcphq.ai/mcp/team-telnyx-telnyx-node): Official TypeScript library for the Telnyx API [last commit 2026-09-13] - [Ouroboros](https://mcphq.ai/mcp/q00-ouroboros): Pins an acceptance spec; the verify command and expected output never enter the success contract. [last commit 2026-09-15] - [mongodb-mcp-server](https://mcphq.ai/mcp/mongodb-js-mongodb-mcp-server): MongoDB Model Context Protocol Server [last commit 2026-09-17] - [next-devtools-mcp](https://mcphq.ai/mcp/vercel-next-devtools-mcp): Next.js development tools MCP server with stdio transport [last commit 2026-09-15] - [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] - [dbx](https://mcphq.ai/mcp/t8y2-dbx): Query databases from AI agents using connections configured in DBX. [last commit 2026-09-18] - [mobile-mcp](https://mcphq.ai/mcp/mobile-next-mobile-mcp): MCP server for iOS and Android Mobile Development, Automation and Testing [last commit 2026-09-16] - [DBHub](https://mcphq.ai/mcp/bytebase-dbhub): Minimal, token-efficient Database MCP Server for PostgreSQL, MySQL, SQL Server, SQLite, MariaDB [last commit 2026-09-18] - [ClickHouse](https://mcphq.ai/mcp/clickhouse-mcp-clickhouse): Official ClickHouse MCP server for querying and exploring ClickHouse clusters and chDB. [last commit 2026-09-16] - [bernstein](https://mcphq.ai/mcp/sipyourdrink-ltd-bernstein): The open-source governance layer for AI agents. Byte-identical run receipts, 40+ adapters, air-gap. [last commit 2026-09-18] - [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 2026-09-17] - [tavily-mcp](https://mcphq.ai/mcp/tavily-ai-tavily-mcp): MCP server for advanced web search using Tavily [last commit 2026-09-16] - [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 2026-09-18] - [fiori-mcp-server](https://mcphq.ai/mcp/sap-open-ux-tools): SAP Fiori - Model Context Protocol (MCP) server [last commit 2026-09-18] - [Windows-MCP](https://mcphq.ai/mcp/cursortouch-windows-mcp): An MCP Server for computer-use in Windows OS [last commit 2026-09-16] - [basic-memory](https://mcphq.ai/mcp/basicmachines-co-basic-memory): Local-first knowledge management with bi-directional LLM sync via Markdown files. [last commit 2026-09-16] - [CloudBase](https://mcphq.ai/mcp/tencentcloudbase-cloudbase-ai-toolkit): CloudBase MCP: DB, functions, storage, hosting via @cloudbase/cloudbase-mcp [last commit 2026-09-18] - [SSH - policy-gated remote access](https://mcphq.ai/mcp/tufantunc-ssh-mcp): Policy-gated, audited SSH for Linux and Windows hosts: roles, approvals, and an audit log. [last commit 2026-09-17] - [mcp-server](https://mcphq.ai/mcp/ui5-mcp-server): MCP server for SAPUI5/OpenUI5 development [last commit 2026-09-15] - [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 2026-09-18] - [Svelte MCP](https://mcphq.ai/mcp/sveltejs-ai-tools): The official Svelte MCP server providing docs and autofixing tools for Svelte development [last commit 2026-09-16] - [AIHawk](https://mcphq.ai/mcp/feder-cr-aihawk): AI browser agent: browses, clicks, types, and reads real web pages from plain-English instructions. [last commit 2026-09-18] - [tooluniverse](https://mcphq.ai/mcp/mims-harvard-tooluniverse): 2,500+ scientific tools for AI scientists: life science, research, literature, and more. [last commit 2026-09-18] - [SearXNG Search](https://mcphq.ai/mcp/ihor-sokoliuk-mcp-searxng): MCP server for SearXNG - privacy-respecting web search with pagination, URL reading [last commit 2026-09-18] - [Semiotic](https://mcphq.ai/mcp/nteract-semiotic): Verified React chart generation: select, validate, repair, render, and inspect charts through MCP. [last commit 2026-09-18] - [Australian Tax MCP](https://mcphq.ai/mcp/william-laverty-ato-mcp): Cited Australian tax answers from 34,500+ ATO documents, legislation and public rulings. [last commit 2026-09-15] - [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 2026-08-26] - [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 2026-09-17] - [skylos](https://mcphq.ai/mcp/duriantaco-skylos): Dead code, security, secrets detection and code quality for Python, TypeScript, Go. [last commit 2026-09-18] - [PraisonAI](https://mcphq.ai/mcp/mervinpraison-praisonai): AI Agents Framework with Self Reflection and MCP support [last commit 2026-09-18] - [mcp-server](https://mcphq.ai/mcp/cap-js-mcp-server): Model Context Protocol (MCP) server for AI-assisted development of CAP applications. [last commit 2026-09-17] - [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 2026-09-17] - [kubernetes-mcp-server](https://mcphq.ai/mcp/containers-kubernetes-mcp-server): A Model Context Protocol (MCP) server for Kubernetes and OpenShift [last commit 2026-09-18] - [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 2026-09-11] - [Zotero MCP](https://mcphq.ai/mcp/54yyyu-zotero-mcp): Search, read, annotate, and add to your Zotero research library, local or web. [last commit 2026-09-15] - [sem](https://mcphq.ai/mcp/ataraxy-labs-sem): Entity-level code intelligence: semantic diff, impact analysis, blame, and context for AI agents [last commit 2026-09-13] - [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 2026-09-17] - [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 2026-09-08] - [Memorix](https://mcphq.ai/mcp/avids2-memorix): Local-first project memory with legacy MCP and 2026 discovery compatibility. [last commit 2026-09-18] - [Postman MCP Server](https://mcphq.ai/mcp/postmanlabs-postman-mcp-server): Give your AI agents trusted access to the full Postman platform. [last commit 2026-09-16] - [mcp](https://mcphq.ai/mcp/appwrite-mcp): Manage Appwrite projects, databases, auth, storage, functions, and messaging; search Appwrite docs [last commit 2026-09-16] - [CCXT](https://mcphq.ai/mcp/ccxt-ccxt): Official CCXT MCP server - Market data and trading across 100+ exchanges and prediction markets [last commit 2026-09-18] - [socraticode](https://mcphq.ai/mcp/giancarloerra-socraticode): MCP server for enterprise local codebase indexing, semantic search, and code dependency graphs. [last commit 2026-09-17] - [CrowdStrike Falcon MCP Server](https://mcphq.ai/mcp/crowdstrike-falcon-mcp): Connects AI agents with CrowdStrike Falcon for security analysis and automation. [last commit 2026-09-17] - [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 2026-09-16] - [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 2026-09-13] - [mcp-server-chart](https://mcphq.ai/mcp/antvis-mcp-server-chart): A Model Context Protocol server for generating charts using AntV. [last commit 2026-08-27] - [mcp-ts-core](https://mcphq.ai/mcp/cyanheads-mcp-ts-core): Agent-native TypeScript framework for MCP servers. [last commit 2026-09-17] - [emailmd](https://mcphq.ai/mcp/anypost-emailmd): Render markdown into email-safe HTML, lint drafts for deliverability problems, and preview emails. [last commit 2026-08-26] - [Claude Code Ultimate Guide](https://mcphq.ai/mcp/florianbruniaux-claude-code-ultimate-guide): Search the Claude Code Ultimate Guide and machine-readable references from any MCP client. [last commit 2026-09-17] - [mcp-neo4j-cypher](https://mcphq.ai/mcp/neo4j-contrib-mcp-neo4j-servers-mcp-neo4j-cypher): A simple Neo4j MCP server that allows you to run Cypher queries against a Neo4j database. [last commit 2026-09-09] - [mcp-server](https://mcphq.ai/mcp/browserstack-mcp-server): BrowserStack's Official MCP Server [last commit 2026-09-18] - [voicemode](https://mcphq.ai/mcp/mbailey-voicemode): Natural voice conversations for AI assistants - STT/TTS via MCP [last commit 2026-09-15] - [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 2026-09-17] - [coolify](https://mcphq.ai/mcp/stumason-coolify-mcp): 45 optimized tools for managing Coolify infrastructure, diagnostics, and docs search [last commit 2026-09-17] - [wigolo](https://mcphq.ai/mcp/knockoutez-wigolo): Local-first web intelligence MCP server for AI coding agents [last commit 2026-09-17] - [pm-claude-skills](https://mcphq.ai/mcp/mohitagw15856-pm-claude-skills): 1174 professional Agent Skills + workflow recipes - searchable & fetchable over MCP. [last commit 2026-09-17] - [loki-mode](https://mcphq.ai/mcp/asklokesh-loki-mode): Autonomous spec-to-product coding-agent CLI with an MCP server exposing 36 tools over stdio. [last commit 2026-09-15] - [rsdoctor](https://mcphq.ai/mcp/web-infra-dev-rsdoctor): An MCP server that provides build analysis and optimization recommendations for Rspack projects. [last commit 2026-09-18] - [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 2026-09-07] - [Dynoxide](https://mcphq.ai/mcp/nubo-db-dynoxide): A DynamoDB emulator with an MCP server exposing 35 DynamoDB tools to coding agents. [last commit 2026-09-16] - [Agent Swarm](https://mcphq.ai/mcp/desplega-ai-agent-swarm): Full Agent Swarm API and MCP server with local SQLite storage for multi-agent orchestration. [last commit 2026-09-18] - [World Monitor](https://mcphq.ai/mcp/koala73-worldmonitor): Live markets, conflicts, country risk, chokepoints, energy, and China decision signals. 75 tools. [last commit 2026-09-17] - [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 2026-09-11] - [mcp-local-rag](https://mcphq.ai/mcp/shinpr-mcp-local-rag): Easy-to-setup local RAG server with minimal configuration [last commit 2026-09-18] - [photoshop-mcp](https://mcphq.ai/mcp/alisaitteke-photoshop-mcp): MCP server for Adobe Photoshop - 116 tools (generative AI + recipes), standalone web UI. Control Ph… [last commit 2026-09-18] - [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 2026-09-17] - [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] - [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 2026-09-17] - [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 2026-09-17] - [clickup](https://mcphq.ai/mcp/taazkareem-clickup-mcp-server): Premium AI integration. Tasks, lists, docs, folders, time. 50+ tools. Instant setup. [last commit 2026-09-10] - [Avrotize](https://mcphq.ai/mcp/clemensv-avrotize): Schema conversion and schema-driven code generation MCP server. [last commit 2026-09-17] - [ClaudeR - RStudio MCP Server](https://mcphq.ai/mcp/imnmv-clauder): Connect RStudio to AI assistants for interactive R coding and data analysis. [last commit 2026-09-15] - [LetsFG - Flights & Hotels](https://mcphq.ai/mcp/letsfg-letsfg): Search and book flights and hotels: hundreds of airlines, plus bookable hotel rates. [last commit 2026-09-14] - [Ignite UI Theming MCP Server](https://mcphq.ai/mcp/igniteui-igniteui-theming): Generate Sass palettes, typography, elevations, and themes for Ignite UI components. [last commit 2026-09-17] - [mcp](https://mcphq.ai/mcp/keboola-mcp-server): Connect your AI assistants to Keboola and expose your data, transformations, SQL queries, ... [last commit 2026-09-16] - [stata-mcp](https://mcphq.ai/mcp/sepinetam-stata-mcp): Let LLM help you achieve your regression analysis with Stata [last commit 2026-09-14]