# MCPhq: full server summaries (llms-full.txt) > As of 2026-08-25. Grounded summaries from project READMEs + registry data. No verdicts. Cite mcphq.ai pages for install status. > Catalog: 24,867 tracked · 19,982 actively maintained. ## How to use - Prefer the per-server URL under each entry for install configs and live status. - Numbers and tool counts are computed; prose is summarized from upstream README text. ## Playwright MCP - URL: https://mcphq.ai/mcp/microsoft-playwright-mcp - Repo: https://github.com/microsoft/playwright-mcp - Category: browser-automation · last commit 2026-08-21 · stars 36436 - Summary: A Model Context Protocol (MCP) server that provides browser automation capabilities using Playwright. This server enables LLMs to interact with web pages through structured accessibility snapshots, bypassing the need for screenshots or visually-tuned models. Its 16 documented tools cover browser, navigate, network. It runs locally over stdio via the published package. - Agent can: With this server connected, an agent can click on a web page, close the page, read all console messages, and upload one or multiple files. ## Chrome DevTools MCP - URL: https://mcphq.ai/mcp/chromedevtools-chrome-devtools-mcp - Repo: https://github.com/chromedevtools/chrome-devtools-mcp - Category: browser-automation · last commit 2026-08-23 · stars 49617 - Summary: Chrome DevTools for agents (chrome-devtools-mcp) lets your coding agent (such as Antigravity, Claude, Cursor or Copilot) control and inspect a live Chrome browser. It acts as a Model-Context-Protocol (MCP) server, giving your AI coding assistant access to the full power of Chrome DevTools for reliable automation, in-depth debugging, and performance analysis. Its 40 documented tools cover heapsnapshot, page, performance, take. - Agent can: An agent gets 40 documented tools spanning heapsnapshot, page, performance, take, including click, drag, fill, fill_form. ## Context7 - URL: https://mcphq.ai/mcp/upstash-context7 - Repo: https://github.com/upstash/context7 - Category: documentation · last commit 2026-08-24 · stars 61171 - Summary: Up-to-date code docs for any prompt. It runs locally over stdio via the published package. - Agent can: With this server connected, an agent can resolve a general library name into a Context7-compatible library ID, and retrieve documentation for a library using a Context7-compatible library ID. ## firebase-mcp - URL: https://mcphq.ai/mcp/firebase-firebase-tools - Repo: https://github.com/firebase/firebase-tools - Category: other · last commit 2026-08-25 · stars 4460 - Summary: The Firebase Command Line Interface (CLI) Tools can be used to test, manage, and deploy your Firebase project from the command line. This repository is also the home of the official Firebase MCP Server. For more information, please see the Firebase MCP Server documentation. It runs locally over stdio via the published package. ## Storybook MCP Addon - URL: https://mcphq.ai/mcp/storybookjs-mcp - Repo: https://github.com/storybookjs/mcp - Category: developer-tools · last commit 2026-08-21 · stars 268 - Summary: Welcome to the Storybook MCP Addon monorepo! This project enables AI agents to work more efficiently with Storybook by providing an MCP (Model Context Protocol) server that exposes UI component information and development workflows. It runs locally over stdio via the published package. ## Firecrawl MCP Server - URL: https://mcphq.ai/mcp/firecrawl-firecrawl-mcp-server - Repo: https://github.com/firecrawl/firecrawl-mcp-server - Category: web-scraping · last commit 2026-08-25 · stars 7310 - Summary: A Model Context Protocol (MCP) server that brings Firecrawl to MCP-compatible AI agents - search, scrape, and interact with the live web for clean, agent-ready context. Its 12 documented tools cover firecrawl, monitor, research, papers. It runs locally over stdio via the published package. - Agent can: With this server connected, an agent can search paper metadata and abstracts with a natural-language query, with optional author, category, and date filters, retrieve canonical metadata for one paper ID (arXiv, PMC, PMID, or DOI), read full-text passages from a specific paper, and search indexed public GitHub issue, pull-request, and README content. - Setup: Set FIRECRAWL_API_KEY before connecting. FIRECRAWL_API_URL is optional or environment-specific per the README. ## EdgarTools - URL: https://mcphq.ai/mcp/dgunning-edgartools - Repo: https://github.com/dgunning/edgartools - Category: finance · last commit 2026-08-25 · stars 2613 - Summary: EdgarTools is a Python library for accessing SEC EDGAR filings as structured data. Parse financial statements, insider trades, fund holdings, proxy statements, and 20+ other filing types with a consistent Python API - in a few lines of code. Free and open source. It runs locally over stdio via the published package. ## Azure MCP Server - URL: https://mcphq.ai/mcp/microsoft-mcp-servers-azure-mcp-server - Repo: https://github.com/microsoft/mcp - Category: cloud-infra · last commit 2026-08-21 · stars 3598 - Summary: All Azure MCP tools in a single server. The Azure MCP Server implements the MCP specification to create a seamless connection between AI agents and Azure services. Azure MCP Server can be used alone or with the GitHub Copilot for Azure extension in VS Code. It runs locally over stdio via the published package. - Setup: Set AZURE_TENANT_ID, AZURE_CLIENT_ID, AZURE_CLIENT_SECRET before connecting. ## agent-device - URL: https://mcphq.ai/mcp/callstack-agent-device - Repo: https://github.com/callstack/agent-device - Category: browser-automation · last commit 2026-08-24 · stars 4212 - Summary: Mobile app automation and verification for AI coding agents. Give coding agents a live app feedback loop through a CLI, built-in MCP server, or typed Node.js API. It runs locally over stdio via the published package. ## Serena - URL: https://mcphq.ai/mcp/oraios-serena - Repo: https://github.com/oraios/serena - Category: coding-agents · last commit 2026-08-20 · stars 28461 - Summary: The IDE for Your Coding Agent Serena provides essential semantic code retrieval, editing, refactoring and debugging tools that are akin to an IDE's capabilities, operating at the symbol level and exploiting relational structure. It runs locally over stdio via the published package. ## XcodeBuildMCP - URL: https://mcphq.ai/mcp/getsentry-xcodebuildmcp - Repo: https://github.com/getsentry/xcodebuildmcp - Category: developer-tools · last commit 2026-08-12 · stars 6274 - Summary: A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects. It runs locally over stdio via the published package. ## ha-mcp - URL: https://mcphq.ai/mcp/homeassistant-ai-ha-mcp - Repo: https://github.com/homeassistant-ai/ha-mcp - Category: automation · last commit 2026-08-24 · stars 4503 - Summary: A comprehensive Model Context Protocol (MCP) server that enables AI assistants to interact with Home Assistant. It runs locally over stdio via the published package. - Setup: The README does not document required environment variables for a basic install. ## claude-flow - URL: https://mcphq.ai/mcp/ruvnet-claude-flow - Repo: https://github.com/ruvnet/claude-flow - Category: automation · last commit 2026-08-24 · stars 69309 - Summary: An agent meta-harness for Claude Code and Codex. One npx ruflo init gives Claude Code a nervous system: agents self-organize into swarms, learn from every task, remember across sessions, and - with federation - securely talk to agents on other machines without leaking data. You keep writing code. Ruflo handles the coordination. - Setup: The README does not document required environment variables for a basic install. ## Supabase - URL: https://mcphq.ai/mcp/supabase-mcp - Repo: https://github.com/supabase/mcp - Category: databases · last commit 2026-08-22 · stars 2871 - Summary: The Model Context Protocol (MCP) standardizes how Large Language Models (LLMs) talk to external services like Supabase. It connects AI assistants directly with your Supabase project and allows them to perform tasks like managing tables, fetching config, and querying data. See the full list of tools. ## Figma-Context-MCP - URL: https://mcphq.ai/mcp/glips-figma-context-mcp - Repo: https://github.com/glips/figma-context-mcp - Category: design · last commit 2026-08-07 · stars 15705 - Summary: Give your coding agent access to your Figma data. Implement designs in any framework in one-shot. It runs locally over stdio via the published package. ## Desktop Commander - URL: https://mcphq.ai/mcp/wonderwhy-er-desktopcommandermcp - Repo: https://github.com/wonderwhy-er/desktopcommandermcp - Category: coding-agents · last commit 2026-08-21 · stars 9387 - Summary: Work with code and text, run processes, and automate tasks, going far beyond other AI editors - while using host client subscriptions instead of API token costs. Its 25 documented tools cover process, file, config, directory. It runs locally over stdio via the published package. - Agent can: With this server connected, an agent can start programs with smart detection of when they're ready for input, send commands to running programs and get responses, read output from running processes, and list all active terminal sessions. ## gitlab-mcp - URL: https://mcphq.ai/mcp/zereight-gitlab-mcp - Repo: https://github.com/zereight/gitlab-mcp - Category: documentation · last commit 2026-08-24 · stars 1918 - Summary: 📖 Documentation → Setup guides, environment variables, and the full tool reference live on the hosted docs site. Its 40 documented tools cover merge, request, branch, note. It runs locally over stdio via the published package. - Agent can: With this server connected, an agent can get merge request approval details including approvers (uses approval_state when available, otherwise falls back to approvals), get the conflicts of a merge request in a GitLab project, list pipelines for a merge request with pagination support, and execute a GitLab GraphQL query. - Setup: Set STREAMABLE_HTTP, GITLAB_MCP_OAUTH, GITLAB_OAUTH_APP_ID, GITLAB_API_URL, GITLAB_PERSONAL_ACCESS_TOKEN, GITLAB_TOOLSETS, SSE_AUTH_TOKEN, REMOTE_AUTHORIZATION before connecting. MCP_SERVER_URL, GITLAB_PERMISSION_MODE, GITLAB_OAUTH_CALLBACK_PROXY, SESSION_TIMEOUT_SECONDS are optional or environment-specific per the README. ## LLM Sandbox - URL: https://mcphq.ai/mcp/vndee-llm-sandbox - Repo: https://github.com/vndee/llm-sandbox - Category: coding-agents · last commit 2026-08-23 · stars 1111 - Summary: Securely Execute LLM-Generated Code with Ease LLM Sandbox is a lightweight and portable sandbox environment designed to run Large Language Model (LLM) generated code in a safe and isolated mode. It provides a secure execution environment for AI-generated code while offering flexibility in container backends and comprehensive language support, simplifying the process of running code generated by LLMs. Its 3 documented tools cluster into read & search, run & execute. - Agent can: With this server connected, an agent can execute code in a secure sandbox with automatic visualization capture, and get detailed information about a specific language. - Setup: Set DOCKER_HOST, SANDBOX_NETWORK_MODE, SANDBOX_READ_ONLY, SANDBOX_CAP_DROP, SANDBOX_SECURITY_OPT, SANDBOX_MEMORY, SANDBOX_CPU_COUNT before connecting. ## mcp - URL: https://mcphq.ai/mcp/snyk-studio-mcp - Repo: https://github.com/snyk/studio-mcp - Category: security · last commit 2026-08-19 · stars 54 - Summary: Easily find and fix security issues in your applications leveraging Snyk platform capabilities. It runs locally over stdio via the published package. ## mongodb-mcp-server - URL: https://mcphq.ai/mcp/mongodb-js-mongodb-mcp-server - Repo: https://github.com/mongodb-js/mongodb-mcp-server - Category: databases · last commit 2026-08-24 · stars 1106 - Summary: A Model Context Protocol server for interacting with MongoDB Databases and MongoDB Atlas. Its 40 documented tools cover atlas, collection, many, cluster. It runs locally over stdio via the published package. - Agent can: With this server connected, an agent can run an aggregation against a MongoDB collection, run an aggregation against a MongoDB database, describe the indexes for a collection, and describe the schema for a collection. - Setup: Set MDB_MCP_CONNECTION_STRING, MDB_MCP_API_CLIENT_ID, MDB_MCP_API_CLIENT_SECRET, MDB_MCP_READ_ONLY before connecting. ## Codebase Memory - URL: https://mcphq.ai/mcp/deusdata-codebase-memory-mcp - Repo: https://github.com/deusdata/codebase-memory-mcp - Category: memory · last commit 2026-08-23 · stars 40198 - Summary: The fastest and most efficient code intelligence engine for AI coding agents. Full-indexes an average repository in milliseconds, the Linux kernel (28M LOC, 75K files) in 3 minutes. Answers structural queries in under 1ms. Ships as a native executable with a small verified runtime-asset set for macOS, Linux, and Windows - download, run install, done. - Setup: The README does not document required environment variables for a basic install. ## nx-mcp - URL: https://mcphq.ai/mcp/nrwl-nx-console-apps-nx-mcp - Repo: https://github.com/nrwl/nx-console - Category: other · last commit 2026-08-24 · stars 1410 - Summary: A Model Context Protocol server implementation for Nx. Its 12 documented tools cover current, running, task, output. It runs locally over stdio via the published package. - Agent can: With this server connected, an agent can read documentation sections relevant to user queries about Nx, list currently running Nx TUI processes and task statuses, read terminal output for specific running tasks, and list available Nx plugins from the core team and local workspace plugins. ## sentry-mcp - URL: https://mcphq.ai/mcp/getsentry-sentry-mcp - Repo: https://github.com/getsentry/sentry-mcp - Category: developer-tools · last commit 2026-08-24 · stars 828 - Summary: Sentry's MCP service is primarily designed for human-in-the-loop coding agents. Our tool selection and priorities are focused on developer workflows and debugging use cases, rather than providing a general-purpose MCP server for all Sentry functionality. It runs locally over stdio via the published package. - Setup: Set SENTRY_ACCESS_TOKEN, EMBEDDED_AGENT_PROVIDER, OPENAI_API_KEY, SENTRY_HOST, MCP_DISABLE_SKILLS before connecting. ## Argent - URL: https://mcphq.ai/mcp/software-mansion-argent - Repo: https://github.com/software-mansion/argent - Category: browser-automation · last commit 2026-08-24 · stars 2199 - Summary: Argent is an agentic toolkit that gives your AI assistant direct access to iOS Simulators, Android emulators and physical devices, TVs (Apple TV, Android TV, Fire TV) and Electron/Chromium desktop and web apps. Ask it to tap a button, run a profiler or reproduce an issue manually - all from within your CLI, without switching context. It runs locally over stdio via the published package. - Setup: Set ARGENT_EMULATOR_GPU_MODE before connecting. ## telnyx - URL: https://mcphq.ai/mcp/team-telnyx-telnyx-node - Repo: https://github.com/team-telnyx/telnyx-node - Category: api-integration · last commit 2026-08-21 · stars 197 - Summary: This library provides convenient access to the Telnyx REST API from server-side TypeScript or JavaScript. It runs locally over stdio via the published package. ## mobile-mcp - URL: https://mcphq.ai/mcp/mobile-next-mobile-mcp - Repo: https://github.com/mobile-next/mobile-mcp - Category: browser-automation · last commit 2026-08-18 · stars 5995 - Summary: This is a Model Context Protocol (MCP) server that enables scalable mobile automation, development through a platform-agnostic interface, eliminating the need for distinct iOS or Android knowledge. You can run it on emulators, simulators, and real devices (iOS and Android). It runs locally over stdio via the published package. - Setup: Set MOBILEMCP_DISABLE_TELEMETRY, MOBILEMCP_AUTH before connecting. ## comfyui-mcp - URL: https://mcphq.ai/mcp/artokun-comfyui-mcp - Repo: https://github.com/artokun/comfyui-mcp - Category: media · last commit 2026-08-25 · stars 671 - Summary: The Agent panel driving ComfyUI end to end - reading what is installed locally, wiring the graph, freeing VRAM, and running the render. - Setup: Set CIVITAI_API_TOKEN before connecting. ## jCodemunch MCP - URL: https://mcphq.ai/mcp/jgravelle-jcodemunch-mcp - Repo: https://github.com/jgravelle/jcodemunch-mcp - Category: other · last commit 2026-08-24 · stars 2615 - Summary: The most token-efficient MCP server for precise source code retrieval via tree-sitter AST parsing. Cut AI token costs 86-99% on code exploration (96% average, benchmarked at 27.9x fewer tokens than a grep-and-read agent) and stop burning your context window reading entire files. It runs locally over stdio via the published package. - Setup: The README does not document required environment variables for a basic install. ## Ouroboros - URL: https://mcphq.ai/mcp/q00-ouroboros - Repo: https://github.com/q00/ouroboros - Category: coding-agents · last commit 2026-08-25 · stars 5649 - Summary: It gets smarter on its own. We just hold the line. Skip the prompt engineering. The agent runs, fails, and gets smarter every generation. The grading command and expected result never make it into the success contract we hand it. It runs locally over stdio via the published package. ## tooluniverse - URL: https://mcphq.ai/mcp/mims-harvard-tooluniverse - Repo: https://github.com/mims-harvard/tooluniverse - Category: automation · last commit 2026-08-20 · stars 1655 - Summary: [//]: (mcp-name: io.github.mims-harvard/tooluniverse) AI agent (recommended) - open your AI agent and run. It runs locally over stdio via the published package. ## tavily-mcp - URL: https://mcphq.ai/mcp/tavily-ai-tavily-mcp - Repo: https://github.com/tavily-ai/tavily-mcp - Category: web-scraping · last commit 2026-08-20 · stars 2351 - Summary: The Tavily MCP server provides: search, extract, map, crawl tools Real-time web search capabilities through the tavily-search tool Intelligent data extraction from web pages via the tavily-extract tool Powerful web mapping tool that creates a structured map of website Web crawler that systematically explores websites. It runs locally over stdio via the published package. - Setup: Set TAVILY_API_KEY, TAVILY_HUMAN_ID before connecting. DEFAULT_PARAMETERS is optional or environment-specific per the README. ## DBHub - URL: https://mcphq.ai/mcp/bytebase-dbhub - Repo: https://github.com/bytebase/dbhub - Category: databases · last commit 2026-08-21 · stars 3395 - Summary: DBHub is a minimal MCP server: token-efficient, zero-dependency, and just two tools by default with opt-in extras. It runs locally over stdio via the published package. ## bernstein - URL: https://mcphq.ai/mcp/sipyourdrink-ltd-bernstein - Repo: https://github.com/sipyourdrink-ltd/bernstein - Category: coding-agents · last commit 2026-08-25 · stars 981 - Summary: Deterministic orchestrator for CLI coding agents. Byte-identical replay, 40+ adapters, air-gap. ## dbx - URL: https://mcphq.ai/mcp/t8y2-dbx - Repo: https://github.com/t8y2/dbx - Category: databases · last commit 2026-08-25 · stars 16462 - Summary: 90+ databases in 20 MB. Desktop, Docker, CLI, built-in AI assistant, and MCP Server. It runs locally over stdio via the published package. - Setup: Set DBX_WEB_URL, DBX_WEB_PASSWORD before connecting. ## arxiv-mcp-server - URL: https://mcphq.ai/mcp/blazickjp-arxiv-mcp-server - Repo: https://github.com/blazickjp/arxiv-mcp-server - Category: science-health · last commit 2026-08-24 · stars 3071 - Summary: An MCP server for searching arXiv, downloading papers, reading bounded full text, retrieving original LaTeX by section, following citation graphs, and maintaining research alerts. Its 21 documented tools cover paper, latex, papers, abstract. It runs locally over stdio via the published package. - Agent can: With this server connected, an agent can search arXiv by query, category, date, and sort order, fetch metadata and an abstract by arXiv ID, download and convert a paper to local Markdown, and list papers stored locally. - Setup: The README does not document required environment variables for a basic install. ## ClickHouse - URL: https://mcphq.ai/mcp/clickhouse-mcp-clickhouse - Repo: https://github.com/clickhouse/mcp-clickhouse - Category: databases · last commit 2026-08-21 · stars 857 - Summary: An MCP server for ClickHouse. run_query Execute SQL queries on your ClickHouse cluster. It runs locally over stdio via the published package. - Setup: Set CLICKHOUSE_HOST, CLICKHOUSE_PASSWORD, CLICKHOUSE_SECURE, CLICKHOUSE_VERIFY, CLICKHOUSE_CONNECT_TIMEOUT, CLICKHOUSE_SEND_RECEIVE_TIMEOUT, CHDB_ENABLED, CLICKHOUSE_ENABLED, CLICKHOUSE_ALLOW_WRITE_ACCESS before connecting. CLICKHOUSE_PORT, CLICKHOUSE_USER, CHDB_DATA_PATH are optional or environment-specific per the README. ## Microsoft 365 MCP Server - URL: https://mcphq.ai/mcp/softeria-ms-365-mcp-server - Repo: https://github.com/softeria/ms-365-mcp-server - Category: api-integration · last commit 2026-08-24 · stars 932 - Summary: A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Microsoft Office services through the Graph API. It runs locally over stdio via the published package. - Setup: Set MS365_MCP_OUTPUT_FORMAT, MS365_MCP_OAUTH_TOKEN, MS365_MCP_EXPECTED_USERNAME, MS365_MCP_TOKEN_CACHE_PATH, MS365_MCP_SELECTED_ACCOUNT_PATH, PRINCIPAL_ID before connecting. MS365_MCP_CLIENT_ID, MS365_MCP_CLIENT_SECRET, MS365_MCP_TENANT_ID, MS365_MCP_AUTH_CACHE_COMMAND, MS365_MCP_AUTH_CACHE_COMMAND_TIMEOUT_MS, MS365_MCP_KEYVAULT_URL are optional or environment-specific per the README. ## Windows-MCP - URL: https://mcphq.ai/mcp/cursortouch-windows-mcp - Repo: https://github.com/cursortouch/windows-mcp - Category: automation · last commit 2026-08-22 · stars 6808 - Summary: Windows-MCP is a lightweight, open-source project that enables seamless integration between AI agents and the Windows operating system. Acting as an MCP server bridges the gap between LLMs and the Windows operating system, allowing agents to perform tasks such as file navigation, application control, UI interaction, QA testing, and more. It runs locally over stdio via the published package. - Setup: Set WINDOWS_MCP_SCREENSHOT_SCALE, WINDOWS_MCP_AUTH_KEY, WINDOWS_MCP_IP_ALLOWLIST, WINDOWS_MCP_SSL_CERTFILE, WINDOWS_MCP_SSL_KEYFILE, ANONYMIZED_TELEMETRY before connecting. ## Repowise - URL: https://mcphq.ai/mcp/repowise-dev-repowise - Repo: https://github.com/repowise-dev/repowise - Category: documentation · last commit 2026-08-24 · stars 6189 - Summary: at finding the right files. 0.876 file coverage against the next tool's 0.610, on a sealed 42-instance split. p=0.00004 of your agent's own output tokens, reached in 3.8 tool calls where a bare agent needed 7.2. n=43, p<0.0001, leaner on 37 of 44 fewer tokens to load a commit. It runs locally over stdio via the published package. - Setup: Set ANTHROPIC_API_KEY before connecting. ## fiori-mcp-server - URL: https://mcphq.ai/mcp/sap-open-ux-tools - Repo: https://github.com/sap/open-ux-tools - Category: other · last commit 2026-08-24 · stars 155 - Summary: The Open UX tools project aims to provide open source modules that make the development of SAP Fiori applications more efficient. The project is maintained by the same team that is responsible for SAP Fiori tools and driven by the SAP community. The main goal of this project is to collaborate with the community to create transparency and therefore increase the adoption of our tools. ## hostinger-api-mcp - URL: https://mcphq.ai/mcp/hostinger-api-mcp-server - Repo: https://github.com/hostinger/api-mcp-server - Category: api-integration · last commit 2026-08-24 · stars 142 - Summary: Model Context Protocol (MCP) server for Hostinger API. Its 10 documented tools cover agency, hosting. It runs locally over stdio via the published package. - Agent can: With this server connected, an agent can list the datacenters available for provisioning a new website on the given Agency Plan, and generate a file browser upload URL with authentication credentials for uploading files. - Setup: Set HOSTINGER_API_TOKEN before connecting. ## basic-memory - URL: https://mcphq.ai/mcp/basicmachines-co-basic-memory - Repo: https://github.com/basicmachines-co/basic-memory - Category: productivity · last commit 2026-08-24 · stars 3749 - Summary: Claude, Codex, or Cursor connected in 30 seconds. No Python, no JSON, no terminal. $15.00/mo locked in for life (12.50/mo yearly pricing). 7-day free trial - cancel any time before day 7 if it's not for you. It runs locally over stdio via the published package. - Setup: Set BASIC_MEMORY_SEMANTIC_SEARCH_ENABLED, BASIC_MEMORY_RERANKER_ENABLED, BASIC_MEMORY_RERANKER_PROVIDER, BASIC_MEMORY_RERANKER_MODEL, COHERE_API_KEY, BASIC_MEMORY_NO_PROMOS, BASIC_MEMORY_LOG_LEVEL before connecting. ## mcp-server - URL: https://mcphq.ai/mcp/ui5-mcp-server - Repo: https://github.com/ui5/mcp-server - Category: other · last commit 2026-08-18 · stars 98 - Summary: A Model Context Protocol server for UI5 application development. Its 10 documented tools cover guidelines, integration, ui5, info. It runs locally over stdio via the published package. - Agent can: With this server connected, an agent can fetch and format UI5 API documentation, extract metadata and configuration from a UI5 project, retrieve version information for the UI5 framework, and validate the manifest against the UI5 Manifest schema. ## SearXNG Search - URL: https://mcphq.ai/mcp/ihor-sokoliuk-mcp-searxng - Repo: https://github.com/ihor-sokoliuk/mcp-searxng - Category: search · last commit 2026-08-25 · stars 1158 - Summary: Privacy-respecting web search for AI assistants - use an operator-controlled or trusted SearXNG instance with Claude, Cursor, and more. It runs locally over stdio via the published package. - Setup: Set MCP_HTTP_HOST before connecting. SEARXNG_URL, MCP_HTTP_PORT are optional or environment-specific per the README. ## mcp-server-chart - URL: https://mcphq.ai/mcp/antvis-mcp-server-chart - Repo: https://github.com/antvis/mcp-server-chart - Category: data-analytics · last commit 2026-08-19 · stars 4337 - Summary: A Model Context Protocol server for generating charts using AntV. We can use this mcp server for _chart generation_ and _data analysis_. It runs locally over stdio via the published package. - Setup: Set VIS_REQUEST_SERVER, SERVICE_ID, DISABLED_TOOLS before connecting. ## skylos - URL: https://mcphq.ai/mcp/duriantaco-skylos - Repo: https://github.com/duriantaco/skylos - Category: developer-tools · last commit 2026-08-24 · stars 542 - Summary: Open-source, local-first checks for dead code, security issues, secrets, quality regressions, and AI-code mistakes before merge. - Setup: The README does not document required environment variables for a basic install. ## PraisonAI - URL: https://mcphq.ai/mcp/mervinpraison-praisonai - Repo: https://github.com/mervinpraison/praisonai - Category: productivity · last commit 2026-08-24 · stars 8955 - Summary: PraisonAI 🦞 - Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous, self-improving agents that research, plan, and execute tasks across your apps. From one agent to an entire organization, deployed in 5 lines of code. It runs locally over stdio via the published package. ## Semiotic - URL: https://mcphq.ai/mcp/nteract-semiotic - Repo: https://github.com/nteract/semiotic - Category: web-frameworks · last commit 2026-08-24 · stars 2691 - Summary: A React data visualization library designed for AI-assisted development. Simple charts in 5 lines. Network graphs, streaming data, and coordinated dashboards when you need them. Structured schemas and an MCP server so AI coding assistants generate correct chart code on the first try. Its 13 documented tools cluster into render chart, render interactive chart, read & search, suggest chart. - Agent can: With this server connected, an agent can check whether a requested chart fits a dataset and return ranked alternatives when it does not, read a statistical summary and chart-aware context for answering natural-language questions with optional annotations, and list named theme presets or return ThemeProvider/CSS/token usage for a preset such as { name: "tufte" }. - Setup: The README does not document required environment variables for a basic install. ## kubernetes-mcp-server - URL: https://mcphq.ai/mcp/containers-kubernetes-mcp-server - Repo: https://github.com/containers/kubernetes-mcp-server - Category: cloud-infra · last commit 2026-08-24 · stars 2016 - Summary: ✨ Features | 🚀 Getting Started | 🎥 Demos | ⚙️ Configuration | 🛠️ Tools | 💬 Community | 🧑‍💻 Development. Its 32 documented tools cover pods, helm, kcp, resources. It runs locally over stdio via the published package. - Agent can: With this server connected, an agent can view and manage the current local Kubernetes configuration (kubeconfig), manage kcp workspaces and multi-tenancy features, list all available context names and associated server urls from the kubeconfig file, and list all available targets. ## Zotero MCP - URL: https://mcphq.ai/mcp/54yyyu-zotero-mcp - Repo: https://github.com/54yyyu/zotero-mcp - Category: other · last commit 2026-08-25 · stars 4780 - Summary: Zotero MCP seamlessly connects your Zotero research library with ChatGPT, Claude, and other AI assistants (e.g., Cherry Studio, Chorus, Cursor) via the Model Context Protocol. Review papers, get summaries, analyze citations, extract PDF annotations, and more!. It runs locally over stdio via the published package. - Setup: Set ZOTERO_API_KEY, ZOTERO_LIBRARY_ID before connecting. ZOTERO_LOCAL, ZOTERO_MCP_TOOLSETS, ZOTERO_APP are optional or environment-specific per the README. ## Svelte MCP - URL: https://mcphq.ai/mcp/sveltejs-ai-tools - Repo: https://github.com/sveltejs/ai-tools - Category: documentation · last commit 2026-08-23 · stars 309 - Summary: Repo for the official Svelte MCP server. 1. Set the VOYAGE_API_KEY for embeddings support ## mcp-server-browser - URL: https://mcphq.ai/mcp/bytedance-ui-tars-desktop-packages-agent-infra-mcp-servers-browser - Repo: https://github.com/bytedance/ui-tars-desktop - Category: browser-automation · last commit 2026-08-05 · stars 38704 - Summary: A fast, lightweight Model Context Protocol (MCP) server that empowers LLMs with browser automation via Puppeteer’s structured accessibility data, featuring optional vision mode for complex visual understanding and flexible, cross-platform configuration. ## next-devtools-mcp - URL: https://mcphq.ai/mcp/vercel-next-devtools-mcp - Repo: https://github.com/vercel/next-devtools-mcp - Category: developer-tools · last commit 2026-06-25 · stars 811 - Summary: next-devtools-mcp is a Model Context Protocol (MCP) server that connects coding agents like Claude and Cursor to your running Next.js dev server. Its 9 documented tools cover nextjs, metadata. It runs locally over stdio via the published package. - Agent can: With this server connected, an agent can discover running Next.js dev servers and list each one's runtime MCP tools, call a runtime tool on a discovered server (errors, routes, logs, Server Actions), and resolve a Server Action ID to its source file. - Setup: Set NEXT_TELEMETRY_DISABLED before connecting. ## Power BI Modeling MCP Server - URL: https://mcphq.ai/mcp/microsoft-powerbi-modeling-mcp - Repo: https://github.com/microsoft/powerbi-modeling-mcp - Category: other · last commit 2026-08-19 · stars 1092 - Summary: The Power BI Modeling MCP Server implements the MCP specification to create a seamless connection between AI agents and Power BI semantic models. This project is in Public Preview and implementation may significantly change prior to our General Availability. Its 21 documented tools cover operations, group. It runs locally over stdio via the published package. - Agent can: With this server connected, an agent can connect to Power BI Desktop or Fabric workspaces, manage semantic models - connect, create, update, list databases, import/export TMDL folders, deploy to Fabric, control database transactions (begin, commit, rollback, get status), and manage tables (create, update, delete, get, list, refresh, rename). - Setup: Set PBI_MODELING_MCP_ACCESS_TOKEN before connecting. ## HOL Guard - URL: https://mcphq.ai/mcp/hashgraph-online-hol-guard - Repo: https://github.com/hashgraph-online/hol-guard - Category: security · last commit 2026-08-25 · stars 470 - Summary: HOL Guard brings antivirus-style runtime protection to AI agents. It evaluates supported agent actions and local artifacts for secret exposure, prompt injection, unsafe commands, malicious packages, and MCP risks. Guard can allow safe work, block known threats, pause ambiguous actions for approval, and record security receipts for later review. ## sem - URL: https://mcphq.ai/mcp/ataraxy-labs-sem - Repo: https://github.com/ataraxy-labs/sem - Category: developer-tools · last commit 2026-08-24 · stars 3309 - Summary: Semantic version control built on Git. Instead of lines changed, sem tells you what entities changed: functions, methods, classes. It runs locally over stdio via the published package. ## socraticode - URL: https://mcphq.ai/mcp/giancarloerra-socraticode - Repo: https://github.com/giancarloerra/socraticode - Category: coding-agents · last commit 2026-08-24 · stars 3274 - Summary: Your AI reads code. SocratiCode understands it. The open-source codebase context engine: give any AI instant automated knowledge of your entire codebase (and infrastructure) - at scale, zero configuration, fully private, completely free. It runs locally over stdio via the published package. - Setup: The README does not document required environment variables for a basic install. ## loki-mode - URL: https://mcphq.ai/mcp/asklokesh-loki-mode - Repo: https://github.com/asklokesh/loki-mode - Category: developer-tools · last commit 2026-08-25 · stars 1047 - Summary: _The free, source-available autonomous coding agent by Autonomi. Same Loki CLI, SDK, and MCP for everyone; the commercial editions for teams and enterprises are sold under the Autonomi brand (Autonomi Cloud, Autonomi Enterprise)._. It runs locally over stdio via the published package. - Setup: Set ANTHROPIC_API_KEY, LOKI_SDK_MODE, OPENROUTER_API_KEY, LOKI_AIDER_MODEL, ANTHROPIC_BASE_URL, LOKI_MODEL_OVERRIDE, LOKI_LEGACY_BASH before connecting. ## UniFi Network MCP - URL: https://mcphq.ai/mcp/sirkirby-unifi-mcp-apps-network - Repo: https://github.com/sirkirby/unifi-mcp - Category: automation · last commit 2026-08-25 · stars 743 - Summary: MCP server exposing 189 UniFi Network Controller tools for LLMs, agents, and automation platforms. Query clients, devices, firewall rules, VLANs, VPNs, Traffic Flows, stats, and more - with safe-by-default permissions and preview-before-confirm for all mutations. - Setup: Set UNIFI_NETWORK_HOST, UNIFI_NETWORK_USERNAME, UNIFI_NETWORK_PASSWORD before connecting. ## mcp-server-trello - URL: https://mcphq.ai/mcp/delorenj-mcp-server-trello - Repo: https://github.com/delorenj/mcp-server-trello - Category: productivity · last commit 2026-08-04 · stars 431 - Summary: A Model Context Protocol (MCP) server that gives AI agents full access to your Trello boards - cards, lists, checklists, attachments, comments, custom fields, and workspaces - with built-in rate limiting, type safety, and workflow-level tools you won't find in a plain API wrapper, like acceptance-criteria extraction and checklist dependency queries. 57 tools, one npx install, powered by Bun. Its 34 documented tools cover card, checklist, board, item. - Agent can: With this server connected, an agent can get all items from a checklist by name, add a new item to an existing checklist, search for checklist items containing specific text, and get all items from the "Acceptance Criteria" checklist. - Setup: Set TRELLO_API_KEY, TRELLO_TOKEN, IDEOGRAM_API_KEY, TRELLO_WORKSPACE_ID, TRELLO_ALLOWED_WORKSPACES, OPENAI_API_KEY before connecting. TRELLO_BOARD_ID is optional or environment-specific per the README. ## Docling MCP - URL: https://mcphq.ai/mcp/docling-project-docling-mcp - Repo: https://github.com/docling-project/docling-mcp - Category: other · last commit 2026-08-24 · stars 716 - Summary: A document processing service using the Docling-MCP library and MCP (Model Context Protocol) for tool integration. It runs locally over stdio via the published package. - Setup: Set DOCLING_MCP_CONVERSION_MODE, DOCLING_MCP_SERVICE_URL, DOCLING_MCP_SERVICE_API_KEY, DOCLING_MCP_FALLBACK_TO_LOCAL before connecting. ## mcp-server - URL: https://mcphq.ai/mcp/cap-js-mcp-server - Repo: https://github.com/cap-js/mcp-server - Category: coding-agents · last commit 2026-08-13 · stars 109 - Summary: A Model Context Protocol (MCP) server for the SAP Cloud Application Programming Model (CAP). It runs locally over stdio via the published package. - Agent can: An agent gets 2 documented tools, including search_model, search_docs. ## PDF Reader MCP - URL: https://mcphq.ai/mcp/sylphxai-pdf-reader-mcp - Repo: https://github.com/sylphxai/pdf-reader-mcp - Category: other · last commit 2026-08-23 · stars 902 - Summary: Local-first PDF evidence for agents. Structured text, tables, OCR, visual crops, and page-level citations your agent can defend - not invent. - Setup: The README does not document required environment variables for a basic install. ## brightdata-mcp - URL: https://mcphq.ai/mcp/brightdata-brightdata-mcp - Repo: https://github.com/brightdata/brightdata-mcp - Category: browser-automation · last commit 2026-08-12 · stars 2611 - Summary: Web search, page scraping, structured data extraction, and browser automation for AI agents and LLMs over the Model Context Protocol. It runs locally over stdio via the published package. - Setup: Set API_TOKEN, RATE_LIMIT, WEB_UNLOCKER_ZONE, BROWSER_ZONE, POLLING_TIMEOUT before connecting. ## mcp-server-motherduck - URL: https://mcphq.ai/mcp/motherduckdb-mcp-server-motherduck - Repo: https://github.com/motherduckdb/mcp-server-motherduck - Category: databases · last commit 2026-08-19 · stars 510 - Summary: DuckDB / MotherDuck Local MCP Server SQL analytics and data engineering for AI Assistants and IDEs. ## postman-mcp-server - URL: https://mcphq.ai/mcp/postmanlabs-postman-mcp-server - Repo: https://github.com/postmanlabs/postman-mcp-server - Category: api-integration · last commit 2026-08-19 · stars 302 - Summary: The Postman MCP Server implements the Model Context Protocol (MCP) to connect AI agents and coding assistants - including Claude Code, Cursor, VS Code Copilot, GitHub Copilot CLI, and Gemini CLI - directly to your Postman workspaces, collections, specifications, and environments. - Setup: The README does not document required environment variables for a basic install. ## Dynatrace-mcp - URL: https://mcphq.ai/mcp/dynatrace-oss-dynatrace-mcp - Repo: https://github.com/dynatrace-oss/dynatrace-mcp - Category: devops-monitoring · last commit 2026-08-19 · stars 134 - Summary: Please migrate to one of the actively maintained alternatives: See the migration guide for a step-by-step comparison and migration instructions. It runs locally over stdio via the published package. - Setup: Set DT_ENVIRONMENT, MCP_BEARER_TOKEN before connecting. DT_PLATFORM_TOKEN, HTTPS_PROXY, NO_PROXY, DT_MCP_DISABLE_TELEMETRY are optional or environment-specific per the README. ## Yahoo Finance - URL: https://mcphq.ai/mcp/narumiruna-yfinance-mcp - Repo: https://github.com/narumiruna/yfinance-mcp - Category: finance · last commit 2026-08-23 · stars 185 - Summary: A Model Context Protocol (MCP) server that provides AI assistants with access to Yahoo Finance data via yfinance. Query stock information, financial news, sector rankings, and generate professional financial charts - all from your AI chat. Its 21 documented tools cover yfinance, holders, insider, ticker. It runs locally over stdio via the published package. - Agent can: With this server connected, an agent can retrieve comprehensive stock data including company info, financials, trading metrics, and governance data, fetch the current price and analyst consensus price targets for a stock, fetch analyst consensus estimates, revision momentum, recommendations, growth estimates, and earnings history, and fetch analyst upgrades, downgrades, initiations, reiterations, and price-target changes, newest first. ## Hevy MCP Server - URL: https://mcphq.ai/mcp/chrisdoc-hevy-mcp - Repo: https://github.com/chrisdoc/hevy-mcp - Category: api-integration · last commit 2026-08-24 · stars 428 - Summary: Talk to your Hevy workout data from Claude, Cursor, Codex, and other MCP clients. Its 26 documented tools cover workout, routine, exercise, body. It runs locally over stdio via the published package. - Agent can: With this server connected, an agent can summarize 1-12 weeks of workout activity and body-measurement trends in one call, list workouts in Hevy API order, not by start time, with exercise and timing details, get complete details for one workout by ID, and list workout update and delete events since a timestamp. - Setup: Set HEVY_API_KEY, HEVY_MCP_HTTP_BEARER_TOKEN before connecting. ## wigolo - URL: https://mcphq.ai/mcp/knockoutez-wigolo - Repo: https://github.com/knockoutez/wigolo - Category: web-scraping · last commit 2026-08-24 · stars 4647 - Summary: Local-first web intelligence for AI agents - no keys, no cloud, no metered bill. - Setup: Set WIGOLO_LLM_PROVIDER, GEMINI_API_KEY, WIGOLO_SEARCH, WIGOLO_GITHUB_TOKEN, WIGOLO_TLS_TIER, WIGOLO_EAGER_WARMUP, WIGOLO_API_TOKEN before connecting. ## coolify - URL: https://mcphq.ai/mcp/stumason-coolify-mcp - Repo: https://github.com/stumason/coolify-mcp - Category: cloud-infra · last commit 2026-08-22 · stars 560 - Summary: Manage Coolify from Claude, Cursor, or any MCP client: 44 consolidated tools for deploying, debugging, and operating your self-hosted PaaS in plain English. It runs locally over stdio via the published package. - Setup: Set COOLIFY_BASE_URL, COOLIFY_ACCESS_TOKEN before connecting. ## mcp - URL: https://mcphq.ai/mcp/appwrite-mcp - Repo: https://github.com/appwrite/mcp - Category: documentation · last commit 2026-08-25 · stars 71 - Summary: A Model Context Protocol server for Appwrite. It exposes Appwrite's API - databases, users, functions, teams, storage, and more - as tools your MCP client can call. ## rsdoctor - URL: https://mcphq.ai/mcp/web-infra-dev-rsdoctor - Repo: https://github.com/web-infra-dev/rsdoctor - Category: other · last commit 2026-08-25 · stars 1140 - Summary: Rsdoctor is a build analyzer tailored for projects built with Rspack. It runs locally over stdio via the published package. ## CrowdStrike Falcon MCP Server - URL: https://mcphq.ai/mcp/crowdstrike-falcon-mcp - Repo: https://github.com/crowdstrike/falcon-mcp - Category: security · last commit 2026-08-24 · stars 239 - Summary: falcon-mcp is a Model Context Protocol (MCP) server that connects AI agents with the CrowdStrike Falcon platform, powering intelligent security analysis in your agentic workflows. It delivers programmatic access to essential security capabilities - including detections, threat intelligence, and host management - establishing the foundation for advanced security operations and automation. - Setup: Set FALCON_CLIENT_ID, FALCON_CLIENT_SECRET, FALCON_BASE_URL before connecting. ## clickup - URL: https://mcphq.ai/mcp/taazkareem-clickup-mcp-server - Repo: https://github.com/taazkareem/clickup-mcp-server - Category: api-integration · last commit 2026-08-25 · stars 50 - Summary: ClickUp MCP Server - Premium Properly Connect ClickUp to AI Agents and Agentic Workflows. It runs locally over stdio via the published package. - Setup: Set CLICKUP_API_KEY, CLICKUP_TEAM_ID, CLICKUP_MCP_LICENSE_KEY before connecting. ## mcp-ts-core - URL: https://mcphq.ai/mcp/cyanheads-mcp-ts-core - Repo: https://github.com/cyanheads/mcp-ts-core - Category: cloud-infra · last commit 2026-08-21 · stars 148 - Summary: Agent-native TypeScript framework for building MCP servers. Build tools, not infrastructure. Declarative definitions with auth, multi-backend storage, OpenTelemetry, and first-class support for Bun/Node/Cloudflare Workers. It runs locally over stdio via the published package. ## Octocode MCP - AI Context Platform - URL: https://mcphq.ai/mcp/bgauryy-octocode-mcp - Repo: https://github.com/bgauryy/octocode-mcp - Category: other · last commit 2026-08-18 · stars 920 - Summary: Evidence-first code research for AI agents and developers. Octocode researches your local code and external code alike (GitHub repositories, PRs, npm) with one toolset: ripgrep + AST search, trees, precise reads, and LSP. Use it as a CLI or MCP server, backed by a Rust engine for fast, token-efficient results across single files or mega-repos. Its 17 documented tools cluster into gh search code, gh get file content, gh view repo structure, gh search repos. - Agent can: With this server connected, an agent can read a GitHub file or region: full file, line range, match slice, or paginated chars, browse a repository's directory tree, plus opt-in repository enrichments, discover repositories by keywords, owner, topic, language, stars, updated, license, visibility, and search pull requests, or deep-read one PR: files, patches, comments, reviews, commits. - Setup: The README does not document required environment variables for a basic install. ## emailmd - URL: https://mcphq.ai/mcp/anypost-emailmd - Repo: https://github.com/anypost/emailmd - Category: email · last commit 2026-08-15 · stars 1303 - Summary: emailmd converts markdown into responsive, email-safe HTML that works across Gmail, Outlook, Apple Mail, Yahoo, and every other client. ## mcp-server - URL: https://mcphq.ai/mcp/browserstack-mcp-server - Repo: https://github.com/browserstack/mcp-server - Category: browser-automation · last commit 2026-08-24 · stars 150 - Summary: Comprehensive Test Platform Manage test cases, execute manual or automated tests, debug issues, and even fix code - directly within tools like Cursor, Claude, or any MCP-enabled client, using plain English. It runs locally over stdio via the published package. - Setup: Set BROWSERSTACK_USERNAME, BROWSERSTACK_ACCESS_KEY before connecting. ## pm-claude-skills - URL: https://mcphq.ai/mcp/mohitagw15856-pm-claude-skills - Repo: https://github.com/mohitagw15856/pm-claude-skills - Category: productivity · last commit 2026-08-24 · stars 1308 - Summary: 🍼 New parent · 💼 Just laid off · 🌍 New to this country · 👵 Caring for a parent · 🕊️ Losing someone · 💸 Money in crisis · 🔑 Starting over · 🤖 Getting serious about AI. It runs locally over stdio via the published package. - Setup: The README does not document required environment variables for a basic install. ## mcp - URL: https://mcphq.ai/mcp/keboola-mcp-server - Repo: https://github.com/keboola/mcp-server - Category: data-analytics · last commit 2026-08-23 · stars 86 - Summary: Keboola MCP Server is an open-source bridge between your Keboola project and modern AI tools. It turns Keboola features - like storage access, SQL transformations, and job triggers - into callable tools for Claude, Cursor, CrewAI, LangChain, Amazon Q, and more. - Setup: KBC_STORAGE_API_URL, KBC_STORAGE_TOKEN, KBC_WORKSPACE_SCHEMA, KBC_BRANCH_ID are optional or environment-specific per the README. ## PaperBanana - URL: https://mcphq.ai/mcp/llmsresearch-paperbanana - Repo: https://github.com/llmsresearch/paperbanana - Category: science-health · last commit 2026-08-17 · stars 2279 - Summary: Automated Academic Illustration for AI Scientists An agentic framework for generating publication-quality academic diagrams and statistical plots from text descriptions. Supports OpenAI (GPT-5.2 + GPT-Image-1.5), Azure OpenAI / Foundry, Google Gemini, and Atlas Cloud providers. It runs locally over stdio via the published package. - Setup: Set GOOGLE_API_KEY, OPENAI_API_KEY, OPENAI_BASE_URL, OPENAI_VLM_MODEL, OPENAI_IMAGE_MODEL, ATLASCLOUD_API_KEY, ATLASCLOUD_BASE_URL, ATLASCLOUD_VLM_MODEL, ATLASCLOUD_IMAGE_BASE_URL, ATLASCLOUD_IMAGE_MODEL, GOOGLE_VLM_MODEL, GOOGLE_IMAGE_MODEL before connecting. ## Google Drive MCP - URL: https://mcphq.ai/mcp/piotr-agier-google-drive-mcp - Repo: https://github.com/piotr-agier/google-drive-mcp - Category: documentation · last commit 2026-08-21 · stars 206 - Summary: Connect an MCP client to Google Drive, Docs, Sheets, Slides, and Calendar through one self-hosted server. Search and organize files, create and edit Workspace content, manage sharing, and automate multi-step workflows while keeping control of the Google identity and credentials used for every call. It runs locally over stdio via the published package. ## claude-real-video - URL: https://mcphq.ai/mcp/huangchihhungleo-claude-real-video - Repo: https://github.com/huangchihhungleo/claude-real-video - Category: media · last commit 2026-08-22 · stars 2061 - Summary: ▶ The 60-second pixel film - sound on (mp4 on GitHub) · an AI agent searches "how can an LLM truly understand video?", finds a key, and unlocks vision. It runs locally over stdio via the published package. - Setup: The README does not document required environment variables for a basic install. ## obsidian-mcp-server - URL: https://mcphq.ai/mcp/cyanheads-obsidian-mcp-server - Repo: https://github.com/cyanheads/obsidian-mcp-server - Category: documentation · last commit 2026-08-22 · stars 668 - Summary: Read, write, search, and surgically edit Obsidian vault notes, tags, and frontmatter via MCP. STDIO or Streamable HTTP. Its 25 documented tools cover obsidian, note, notes, tags. - Agent can: With this server connected, an agent can list notes and subdirectories under a vault path. Recursive walk (default depth 2, max depth 20, search the vault by text, JSONLogic, or BM25-ranked Omnisearch (when the plugin is reachable). Results paginate via opaque cursors, add, remove, or list tags. Defaults to the frontmatter tags: array, and open a file in the Obsidian app UI, with failIfMissing and newLeaf toggles. - Setup: Set MCP_TRANSPORT_TYPE, MCP_LOG_LEVEL, OBSIDIAN_API_KEY before connecting. ## voicemode - URL: https://mcphq.ai/mcp/mbailey-voicemode - Repo: https://github.com/mbailey/voicemode - Category: media · last commit 2026-08-09 · stars 1337 - Summary: VoiceMode enables natural voice conversations with Claude Code. Voice isn't about replacing typing - it's about being available when typing isn't. It runs locally over stdio via the published package. - Setup: Set OPENAI_API_KEY, VOICEMODE_SAVE_AUDIO before connecting. ## email-mcp - URL: https://mcphq.ai/mcp/codefuturist-email-mcp - Repo: https://github.com/codefuturist/email-mcp - Category: email · last commit 2026-08-21 · stars 101 - Summary: An MCP (Model Context Protocol) server providing comprehensive email capabilities via IMAP and SMTP. Its 40 documented tools cover email, label, emails, mailbox. It runs locally over stdio via the published package. - Agent can: With this server connected, an agent can list all configured email accounts, list folders with unread counts and special-use flags, read full email content with attachment metadata, and fetch full content of multiple emails in a single call (max 20). - Setup: Set MCP_EMAIL_ADDRESS, MCP_EMAIL_PASSWORD, MCP_EMAIL_IMAP_HOST, MCP_EMAIL_SMTP_HOST before connecting. ## stata-mcp - URL: https://mcphq.ai/mcp/sepinetam-stata-mcp - Repo: https://github.com/sepinetam/stata-mcp - Category: other · last commit 2026-08-24 · stars 252 - Summary: Enable Claude Code, Codex, OpenClaw, and other AI agents to safely invoke Stata on your local device for data analysis. ## World Monitor - URL: https://mcphq.ai/mcp/koala73-worldmonitor - Repo: https://github.com/koala73/worldmonitor - Category: devops-monitoring · last commit 2026-08-24 · stars 83963 - Summary: Real-time global intelligence dashboard - AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface. It is available as a remote MCP endpoint. - Setup: The README does not document required environment variables for a basic install. ## kaneo - URL: https://mcphq.ai/mcp/usekaneo-kaneo - Repo: https://github.com/usekaneo/kaneo - Category: productivity · last commit 2026-08-24 · stars 8508 - Summary: After years of using bloated, overcomplicated project management platforms that distracted from actual work, we built Kaneo to be different. It runs locally over stdio via the published package. ## git-mcp-server - URL: https://mcphq.ai/mcp/cyanheads-git-mcp-server - Repo: https://github.com/cyanheads/git-mcp-server - Category: other · last commit 2026-08-24 · stars 235 - Summary: @cyanheads/git-mcp-server A Git MCP server for AI agents. STDIO & Streamable HTTP. - Agent can: An agent gets 1 documented tool, including git_changelog_analyze. - Setup: Set MCP_TRANSPORT_TYPE, MCP_LOG_LEVEL, LOGS_DIR, GIT_USERNAME, GIT_EMAIL, GIT_SIGN_COMMITS before connecting. GIT_BASE_DIR is optional or environment-specific per the README. ## mcp-local-rag - URL: https://mcphq.ai/mcp/shinpr-mcp-local-rag - Repo: https://github.com/shinpr/mcp-local-rag - Category: ai-ml · last commit 2026-08-23 · stars 371 - Summary: Search private documents from an MCP client or the terminal without sending them to an embedding API. It runs locally over stdio via the published package. - Setup: Set BASE_DIR, RAG_HYBRID_WEIGHT, BASE_DIRS before connecting. ## jshookmcp - URL: https://mcphq.ai/mcp/vmoranv-jshookmcp - Repo: https://github.com/vmoranv/jshookmcp - Category: browser-automation · last commit 2026-08-25 · stars 1948 - Summary: An MCP server that gives AI agents 600+ tools across 34 domains for JavaScript analysis and security research - browser automation, CDP debugging, network interception, JS hooks, LLM-powered code analysis, process/memory forensics, WASM reverse engineering, source-map reconstruction, AST transforms, and composite workflows in a single server. It runs locally over stdio via the published package. ## gk-cli - URL: https://mcphq.ai/mcp/gitkraken-gk-cli - Repo: https://github.com/gitkraken/gk-cli - Category: documentation · last commit 2026-08-17 · stars 447 - Summary: gk is GitKraken on the command line. The core functionality is focused on "Work Items" which can be thought of as the feature or issue you are trying to tackle. This allows you to work with multiple repos at once and get the same UX as if you were in a monorepo. We also provide robust AI-powered commit messages and Pull Request generation. It also provides an MCP server that streamlines working with git and your… ## jDocmunch MCP - URL: https://mcphq.ai/mcp/jgravelle-jdocmunch-mcp - Repo: https://github.com/jgravelle/jdocmunch-mcp - Category: documentation · last commit 2026-08-23 · stars 202 - Summary: jDocMunch is an MCP server for coding agents that retrieves the exact documentation section a task needs, without loading whole files into the context window. It runs locally over stdio via the published package. - Setup: Set JDOCMUNCH_SHARE_SAVINGS before connecting. ## Avrotize - URL: https://mcphq.ai/mcp/clemensv-avrotize - Repo: https://github.com/clemensv/avrotize - Category: coding-agents · last commit 2026-08-24 · stars 131 - Summary: 📚 Documentation & Examples | 🎨 Conversion Gallery. It runs locally over stdio via the published package. ## Dynoxide - URL: https://mcphq.ai/mcp/nubo-db-dynoxide - Repo: https://github.com/nubo-db/dynoxide - Category: databases · last commit 2026-08-24 · stars 83 - Summary: A DynamoDB emulator backed by SQLite. Runs as an HTTP server, an MCP server for coding agents, or embeds directly into Rust and iOS applications as a library. It runs locally over stdio via the published package. ## token-optimizer-mcp - URL: https://mcphq.ai/mcp/ooples-token-optimizer-mcp - Repo: https://github.com/ooples/token-optimizer-mcp - Category: coding-agents · last commit 2026-08-23 · stars 496 - Summary: Spend less context, keep the conclusions, and audit every claim across 16 coding clients. It runs locally over stdio via the published package. - Setup: Set TOKEN_OPTIMIZER_MODE, TOKEN_OPTIMIZER_LARGE_READ_BYTES before connecting. ## Kinocut - URL: https://mcphq.ai/mcp/kyanitelabs-kinocut - Repo: https://github.com/kyanitelabs/kinocut - Category: media · last commit 2026-08-20 · stars 124 - Summary: Guardrailed video editing MCP server for AI agents. Local-first FFmpeg tools, Video Receipts, quality gates, Hyperframes, and Shorts/Reels repurposing - for Claude Code, Cursor, and any MCP client. Free, Apache-2.0. Formerly mcp-video. - Setup: The README does not document required environment variables for a basic install. ## mdk-mcp-server - URL: https://mcphq.ai/mcp/sap-mdk-mcp-server - Repo: https://github.com/sap/mdk-mcp-server - Category: other · last commit 2026-08-25 · stars 36 - Summary: This open-source server provides AI agents with comprehensive MDK knowledge and tools. By combining best practice guidelines, project-aware context information, templates for creating new projects, and access to the MDK CLI tools, the MDK MCP server transforms AI agents into MDK development experts. It runs locally over stdio via the published package. - Setup: Set GITHUB_TOKEN, SAP_UX_FIORI_TOOLS_DISABLE_TELEMETRY before connecting. ## Airtable - URL: https://mcphq.ai/mcp/domdomegg-airtable-mcp-server - Repo: https://github.com/domdomegg/airtable-mcp-server - Category: productivity · last commit 2026-08-11 · stars 456 - Summary: A Model Context Protocol server that provides read and write access to Airtable databases. This server enables LLMs to inspect database schemas, then read and write records. It runs locally over stdio via the published package. ## Memorix - URL: https://mcphq.ai/mcp/avids2-memorix - Repo: https://github.com/avids2/memorix - Category: memory · last commit 2026-08-25 · stars 688 - Summary: Local-first shared memory layer for AI coding agents. One project memory system for Claude Code, Codex, CodeBuddy Code, Cursor, Windsurf, Copilot, Gemini CLI, OpenCode, OpenClaw, Hermes Agent, Oh-my-Pi, Pi, Kiro, Antigravity, Trae, DeepSeek Harness, and any MCP-capable agent. ## DeepSeek MCP Server - URL: https://mcphq.ai/mcp/dmontgomery40-deepseek-mcp-server - Repo: https://github.com/dmontgomery40/deepseek-mcp-server - Category: ai-ml · last commit 2026-08-19 · stars 350 - Summary: Model Context Protocol server for the current DeepSeek V4 API. Its 6 documented tools cluster into read & search, create & write, completion, reset. It runs locally over stdio via the published package. - Agent can: With this server connected, an agent can read the live DeepSeek model list, read account balance and availability, and list in-memory conversation IDs. - Setup: Set DEEPSEEK_MCP_AUTH_TOKEN, DEEPSEEK_API_KEY, DEEPSEEK_BASE_URL, DEEPSEEK_REQUEST_TIMEOUT_MS, DEEPSEEK_DEFAULT_MODEL, MCP_TRANSPORT, MCP_HTTP_HOST, MCP_HTTP_PORT, MCP_HTTP_PATH, MCP_HTTP_STATEFUL_SESSION, MCP_HTTP_ALLOWED_ORIGINS, CONVERSATION_MAX_MESSAGES before connecting. ## Airweave Search - URL: https://mcphq.ai/mcp/airweave-ai-airweave - Repo: https://github.com/airweave-ai/airweave - Category: ai-ml · last commit 2026-06-05 · stars 6564 - Summary: Open-source context retrieval layer for AI agents and RAG systems. Airweave connects to your apps, tools, and databases, continuously syncs their data, and exposes it through a unified, LLM-friendly search interface. AI agents query Airweave to retrieve relevant, grounded, up-to-date context from multiple sources in a single request. ## anytype-mcp - URL: https://mcphq.ai/mcp/anyproto-anytype-mcp - Repo: https://github.com/anyproto/anytype-mcp - Category: api-integration · last commit 2026-08-24 · stars 510 - Summary: The Anytype MCP Server is a Model Context Protocol (MCP) server enabling AI assistants to seamlessly interact with Anytype's API through natural language. It runs locally over stdio via the published package. - Setup: Set OPENAPI_MCP_HEADERS, ANYTYPE_API_BASE_URL before connecting. ## ruv-swarm - URL: https://mcphq.ai/mcp/ruvnet-ruv-fann - Repo: https://github.com/ruvnet/ruv-fann - Category: ai-ml · last commit 2026-08-09 · stars 378 - Summary: What if intelligence could be ephemeral, composable, and surgically precise? Welcome to ruv-FANN, a comprehensive neural intelligence framework that reimagines how we build, deploy, and orchestrate artificial intelligence. This repository contains three groundbreaking projects that work together to deliver unprecedented performance in neural computing, forecasting, and multi-agent orchestration. ## ClaudeR - RStudio MCP Server - URL: https://mcphq.ai/mcp/imnmv-clauder - Repo: https://github.com/imnmv/clauder - Category: data-analytics · last commit 2026-08-23 · stars 326 - Summary: ClaudeR - The Modern Researcher's Toolkit Connect RStudio to Claude Code, Codex, Gemini CLI, or any MCP-based LLM agent for interactive coding, multi-agent orchestration, and automated manuscript auditing. It runs locally over stdio via the published package. - Setup: The README does not document required environment variables for a basic install. ## elasticsearch-mcp-server - URL: https://mcphq.ai/mcp/cr7258-elasticsearch-mcp-server - Repo: https://github.com/cr7258/elasticsearch-mcp-server - Category: other · last commit 2026-08-16 · stars 303 - Summary: A Model Context Protocol (MCP) server implementation that provides Elasticsearch and OpenSearch interaction. This server enables searching documents, analyzing indices, and managing cluster through a set of tools. It runs locally over stdio via the published package. - Setup: Set ELASTICSEARCH_CLUSTERS, ELASTICSEARCH_CLUSTERS_FILE, ELASTICSEARCH_USERNAME, ELASTICSEARCH_PASSWORD, ELASTICSEARCH_API_KEY, OPENSEARCH_USERNAME, OPENSEARCH_PASSWORD, MCP_API_KEY before connecting. DEFAULT_CLUSTER, ELASTICSEARCH_HOSTS, OPENSEARCH_HOSTS, DISABLE_HIGH_RISK_OPERATIONS are optional or environment-specific per the README. ## Agent Swarm - URL: https://mcphq.ai/mcp/desplega-ai-agent-swarm - Repo: https://github.com/desplega-ai/agent-swarm - Category: communication · last commit 2026-08-24 · stars 720 - Summary: An engine to make your company AI Native Built by desplega.sh - by builders, for builders. ## blockrun-mcp - URL: https://mcphq.ai/mcp/blockrunai-blockrun-mcp - Repo: https://github.com/blockrunai/blockrun-mcp - Category: search · last commit 2026-08-21 · stars 388 - Summary: Real-time data - and real trades - for Claude and any AI agent. Agents can't sign up for accounts. Agents can't enter credit cards. Its 20 documented tools cover blockrun, polymarket. It runs locally over stdio via the published package. - Agent can: An agent gets 20 documented tools spanning blockrun, polymarket, including blockrun_chat, blockrun_image, blockrun_video, blockrun_realface. - Setup: The README does not document required environment variables for a basic install. ## google-analytics-mcp - URL: https://mcphq.ai/mcp/surendranb-google-analytics-mcp - Repo: https://github.com/surendranb/google-analytics-mcp - Category: data-analytics · last commit 2026-08-18 · stars 235 - Summary: 🌐 Live Documentation & Web Portal: https://ga4.builditwithai.xyz. It runs locally over stdio via the published package. - Setup: Set GA4_PROPERTY_ID, GOOGLE_APPLICATION_CREDENTIALS, DO_NOT_TRACK, MCP_TELEMETRY_OPT_OUT before connecting. ## haiku.rag - URL: https://mcphq.ai/mcp/ggozad-haiku.rag - Repo: https://github.com/ggozad/haiku.rag - Category: ai-ml · last commit 2026-08-24 · stars 584 - Summary: Agentic RAG that answers questions about your own documents with citations to page numbers and section headings. Runs locally on an embedded database, no server required. ## pagerduty-mcp - URL: https://mcphq.ai/mcp/pagerduty-pagerduty-mcp-server - Repo: https://github.com/pagerduty/pagerduty-mcp-server - Category: other · last commit 2026-07-15 · stars 77 - Summary: PagerDuty's local MCP (Model Context Protocol) server which provides tools to interact with your PagerDuty account, allowing you to manage incidents, services, schedules, event orchestrations, and more directly from your MCP-enabled client. Its 40 documented tools cover incident, event, alert, orchestration. - Agent can: With this server connected, an agent can create a new alert grouping setting, delete an alert grouping setting, retrieve a specific alert grouping setting, and list alert grouping settings with filtering. - Setup: Set PAGERDUTY_USER_API_KEY, PAGERDUTY_API_HOST, MCP_HOST, MCP_PORT before connecting. ## brilliant-directories-mcp - URL: https://mcphq.ai/mcp/brilliantdirectories-brilliant-directories-mcp - Repo: https://github.com/brilliantdirectories/brilliant-directories-mcp - Category: api-integration · last commit 2026-08-21 · stars 18 - Summary: Universal AI integration for your BD site. Give any AI agent full access to your Brilliant Directories site with one API key. It runs locally over stdio via the published package. ## esa - URL: https://mcphq.ai/mcp/esaio-esa-mcp-server - Repo: https://github.com/esaio/esa-mcp-server - Category: documentation · last commit 2026-08-20 · stars 62 - Summary: Official MCP server for esa.io - a documentation sharing service for teams. It runs locally over stdio via the published package. ## deja-vu - URL: https://mcphq.ai/mcp/vshulcz-deja-vu - Repo: https://github.com/vshulcz/deja-vu - Category: coding-agents · last commit 2026-08-25 · stars 711 - Summary: Memory for coding agents, starting with the history you already have. Your agent is about to re-debug something you fixed in March. deja indexes the sessions Claude Code, Codex, Cursor and every other agent on this machine already wrote to disk, and hands the right one back when it is needed. It runs locally over stdio via the published package. ## AutoMobile - URL: https://mcphq.ai/mcp/kaeawc-auto-mobile - Repo: https://github.com/kaeawc/auto-mobile - Category: browser-automation · last commit 2026-08-24 · stars 45 - Summary: AutoMobile lets AI agents control your mobile devices using natural language. Tell an AI what you want to do, and it interacts with your Android or iOS app. It runs locally over stdio via the published package. ## mcp-image - URL: https://mcphq.ai/mcp/shinpr-mcp-image - Repo: https://github.com/shinpr/mcp-image - Category: media · last commit 2026-08-23 · stars 155 - Summary: This MCP server turns a plain-language request into an image file. It adds relevant photographic details such as lighting, camera angle, materials, and palette, then returns the saved image as an MCP resource. It runs locally over stdio via the published package. - Setup: Set GEMINI_API_KEY, IMAGE_OUTPUT_DIR, IMAGE_PROVIDER, OPENAI_API_KEY, ARK_API_KEY before connecting. IMAGE_QUALITY is optional or environment-specific per the README. ## mcp-server - URL: https://mcphq.ai/mcp/heyputer-puter - Repo: https://github.com/heyputer/puter - Category: other · last commit 2026-08-24 · stars 43204 - Summary: The Open-Source Internet Computer! « LIVE DEMO » Puter.com · App Store · Developers · X. It is available as a remote MCP endpoint. ## reddit-mcp-buddy - URL: https://mcphq.ai/mcp/karanb192-reddit-mcp-buddy - Repo: https://github.com/karanb192/reddit-mcp-buddy - Category: social-media · last commit 2026-08-17 · stars 801 - Summary: A Model Context Protocol (MCP) server that enables Claude Desktop and other AI assistants to browse Reddit, search posts, and analyze user activity. Clean, fast, and actually works - browse subreddits with no API keys; add free Reddit credentials for search, comments, user analysis, and full metrics. Its 10 documented tools cluster into read & search, options, username, returns. - Agent can: With this server connected, an agent can browse posts from any subreddit with sorting options, search across Reddit or specific subreddits, get a post with all its comments, and analyze a Reddit user's profile. - Setup: Set REDDIT_CLIENT_ID, REDDIT_CLIENT_SECRET, REDDIT_USERNAME, REDDIT_PASSWORD, REDDIT_BUDDY_PORT before connecting. ## MCP Server for WinDbg Crash Analysis - URL: https://mcphq.ai/mcp/svnscha-mcp-windbg - Repo: https://github.com/svnscha/mcp-windbg - Category: developer-tools · last commit 2026-08-22 · stars 1533 - Summary: A Model Context Protocol server that bridges AI models with WinDbg for crash dump analysis, user-mode remote debugging, and kernel debugging. Its 10 documented tools cover cdb, open, session, command. It runs locally over stdio via the published package. - Agent can: With this server connected, an agent can list crash dump files in a directory, open and triage a crash dump, run a command on a user-mode session, and run a command on a kernel session. ## pubmed-mcp-server - URL: https://mcphq.ai/mcp/cyanheads-pubmed-mcp-server - Repo: https://github.com/cyanheads/pubmed-mcp-server - Category: science-health · last commit 2026-08-21 · stars 137 - Summary: @cyanheads/pubmed-mcp-server Search PubMed/Europe PMC, fetch articles and full text (PMC/EPMC/Unpaywall), citations, MeSH terms via MCP. STDIO or Streamable HTTP. Its 11 documented tools cover pubmed, articles, europepmc. - Agent can: With this server connected, an agent can fetch full article metadata by PMIDs - abstract, authors, journal, MeSH terms, grants, fetch full-text articles via a chain: NCBI PMC EFetch → Europe PMC fullTextXML → Unpaywall. Accepts PMIDs, PMCIDs, or DOIs, generate formatted citations in APA 7th, MLA 9th, BibTeX, RIS, or Vancouver (ICMJE/NLM), and find similar articles, citing articles, or references for a given PMID. - Setup: Set MCP_TRANSPORT_TYPE, MCP_LOG_LEVEL, NCBI_API_KEY before connecting. ## OSS Snowflake MCP Server - URL: https://mcphq.ai/mcp/snowflake-labs-mcp - Repo: https://github.com/snowflake-labs/mcp - Category: databases · last commit 2026-05-15 · stars 296 - Summary: This community MCP server previously provided tooling for Snowflake Cortex AI, object management, and SQL orchestration. It is no longer supported. For all new and existing use cases, please use the official Snowflake MCP Server instead. It runs locally over stdio via the published package. - Setup: Set SNOWFLAKE_MCP_ENDPOINT, SNOWFLAKE_ACCOUNT, SNOWFLAKE_USER, SNOWFLAKE_PASSWORD, SNOWFLAKE_PRIVATE_KEY, SNOWFLAKE_PRIVATE_KEY_FILE_PWD before connecting. ## plur - URL: https://mcphq.ai/mcp/plur-ai-plur - Repo: https://github.com/plur-ai/plur - Category: memory · last commit 2026-08-23 · stars 241 - Summary: Persistent, open memory for AI agents - local-first, zero-cost, shared across MCP tools (Claude Code, Hermes, OpenClaw, Cursor). Your agent's memory is plain-text engrams you can read, correct, and delete - not weights you can't. Its 15 documented tools cover plur, learn. - Agent can: With this server connected, an agent can retrieve relevant memories - hybrid (BM25 + embeddings) by default, select engrams for current task within token budget, move an existing engram to another scope - personal → team, or back, and query episode history by time, agent, or channel. - Setup: The README does not document required environment variables for a basic install. ## Auth0 MCP Server - URL: https://mcphq.ai/mcp/auth0-auth0-mcp-server - Repo: https://github.com/auth0/auth0-mcp-server - Category: security · last commit 2026-08-13 · stars 113 - Summary: 📚 Documentation • 🚀 Getting Started • 💻 Supported Tools • 💬 Feedback. Its 24 documented tools cover auth0, application, resource, action. It runs locally over stdio via the published package. - Agent can: With this server connected, an agent can list all applications in the Auth0 tenant or search by name, get details about a specific Auth0 application, create a new Auth0 application, and update an existing Auth0 application. - Setup: Set DBUS_SESSION_BUS_ADDRESS before connecting. ## Flyto Core - URL: https://mcphq.ai/mcp/flytohub-flyto-core - Repo: https://github.com/flytohub/flyto-core - Category: browser-automation · last commit 2026-08-25 · stars 480 - Summary: Flyto2 is one product delivered as three independently usable packages: flyto-core is a standalone execution package: it does not require the other two packages to validate and run a procedure or produce evidence. It does not own intent/provider governance, procedure learning/scoring, or hosted product and account logic. It runs locally over stdio via the published package. - Setup: FLYTO_EXTENSIONS_INSTALL_ENABLED is optional or environment-specific per the README. ## TerraVision - URL: https://mcphq.ai/mcp/patrickchugh-terravision - Repo: https://github.com/patrickchugh/terravision - Category: cloud-infra · last commit 2026-08-10 · stars 1615 - Summary: Turn Terraform code into professional cloud architecture diagrams that stay in sync with your infrastructure - automatic, secure, living documents. It runs locally over stdio via the published package. - Setup: The README does not document required environment variables for a basic install. ## codescene-mcp-server - URL: https://mcphq.ai/mcp/codescene-oss-codescene-mcp-server - Repo: https://github.com/codescene-oss/codescene-mcp-server - Category: science-health · last commit 2026-08-18 · stars 61 - Summary: The CodeScene MCP Server exposes CodeScene's Code Health analysis as local AI-friendly tools. ## Qase Test Management - URL: https://mcphq.ai/mcp/qase-tms-qase-mcp-server - Repo: https://github.com/qase-tms/qase-mcp-server - Category: other · last commit 2026-08-21 · stars 31 - Summary: Official MCP server for Qase - manage test cases, runs, suites, defects via AI tools. - Setup: Set QASE_API_TOKEN before connecting. QASE_MCP_INTEGRATION is optional or environment-specific per the README. ## mcp-odoo - URL: https://mcphq.ai/mcp/tuanle96-mcp-odoo - Repo: https://github.com/tuanle96/mcp-odoo - Category: other · last commit 2026-08-25 · stars 394 - Summary: ERPipe is the managed Odoo MCP gateway from the maintainer of erpipe-org/mcp-odoo, formerly tuanle96/mcp-odoo; the Python project remains the self-hosted server. It runs locally over stdio via the published package. - Setup: Set ODOO_URL, ODOO_DB, ODOO_USERNAME, ODOO_TRANSPORT, ODOO_API_KEY, ODOO_JSON2_DATABASE_HEADER, ODOO_MCP_ALLOWED_SIDE_EFFECT_METHODS before connecting. ODOO_PASSWORD is optional or environment-specific per the README. ## Rootly - URL: https://mcphq.ai/mcp/rootly-ai-labs-rootly-mcp-server - Repo: https://github.com/rootly-ai-labs/rootly-mcp-server - Category: other · last commit 2026-08-19 · stars 45 - Summary: An MCP server for the Rootly API for Cursor, Windsurf, Claude, and other MCP clients. Its 3 documented tools cluster into create & write, read & search, update. - Agent can: With this server connected, an agent can create a new incident with a scoped set of fields for agent workflows, and retrieve a single incident for direct verification, including PIR-related fields. - Setup: Set ROOTLY_API_TOKEN, ROOTLY_MCP_ENABLE_WRITE_TOOLS, ROOTLY_MCP_ENABLED_TOOLS, ONCALLHEALTH_API_KEY, ROOTLY_TRANSPORT before connecting. ## superlocalmemory - URL: https://mcphq.ai/mcp/varun369-superlocalmemoryv2 - Repo: https://github.com/varun369/superlocalmemoryv2 - Category: memory · last commit 2026-08-25 · stars 221 - Summary: Rent the LLM. Own the memory. Rent an LLM - but own the memory, for your company and for your industry. It runs locally over stdio via the published package. - Setup: Set SLM_MESH_HOST, SLM_MESH_SHARED_SECRET, SLM_MESH_PEER_URL, SLM_MCP_PROFILE before connecting. ## Anki MCP Server - URL: https://mcphq.ai/mcp/ankimcp-anki-mcp-server - Repo: https://github.com/ankimcp/anki-mcp-server - Category: other · last commit 2026-08-16 · stars 453 - Summary: Seamlessly integrate Anki with AI assistants through the Model Context Protocol. Its 40 documented tools cover cards, card, stats. It runs locally over stdio via the published package. - Agent can: With this server connected, an agent can sync with AnkiWeb to pull latest data and push changes, get cards that are due for review, optionally filtered by deck, get cards with flexible filtering by state (due, new, learning, suspended, buried) and deck, and list all decks, optionally with per-deck study-queue statistics. - Setup: Set ANKI_CONNECT_URL, MCP_SERVER_NAME, MCP_SERVER_VERSION, READ_ONLY, ALLOWED_HOSTS before connecting. LOG_LEVEL is optional or environment-specific per the README. ## safari-mcp - URL: https://mcphq.ai/mcp/achiya-automation-safari-mcp - Repo: https://github.com/achiya-automation/safari-mcp - Category: browser-automation · last commit 2026-08-24 · stars 176 - Summary: The browser for your coding agent. Your real Safari, logged in - no Chrome, no heat, no headless. Its 40 documented tools cover safari, click, and, wait. It runs locally over stdio via the published package. - Agent can: With this server connected, an agent can navigate to URL (auto HTTPS, wait for load), get title, URL, and text content, get full HTML source, and navigate + read in one call. - Setup: Set SAFARI_MCP_HTTP, APP_PATH before connecting. ## Compartment - URL: https://mcphq.ai/mcp/maxfreedompollard-compartment - Repo: https://github.com/maxfreedompollard/compartment - Category: memory · last commit 2026-08-21 · stars 589 - Summary: With Compartment, your AI agent gets better with experience: it notices and permanently stores every decision, preference and detail offline, encrypted, to your own computer. Hermes, Claude, OpenClaw and other AI Agents are all hooked up to Compartment in one single command. One fully-transferable memory store is shared by all agents on the computer. 100% offline: no network, no API key, no cloud account, no… - Setup: The README does not document required environment variables for a basic install. ## Claudexor - URL: https://mcphq.ai/mcp/razzant-claudexor - Repo: https://github.com/razzant/claudexor - Category: developer-tools · last commit 2026-08-24 · stars 423 - Summary: Route coding work across Claude Code, Codex, Cursor, and OpenCode with shared context. This MCP entry surfaces a curated ranking/list from the project README rather than a classic multi-tool integration surface. It runs locally over stdio via the published package. ## mcp-video - URL: https://mcphq.ai/mcp/kyanitelabs-mcp-video - Repo: https://github.com/kyanitelabs/mcp-video - Category: media · last commit 2026-08-20 · stars 124 - Summary: Guardrailed video editing MCP server: FFmpeg tools for subtitles, audio, effects, Hyperframes. - Setup: The README does not document required environment variables for a basic install. ## Search Console MCP - URL: https://mcphq.ai/mcp/saurabhsharma2u-search-console-mcp - Repo: https://github.com/saurabhsharma2u/search-console-mcp - Category: data-analytics · last commit 2026-08-24 · stars 276 - Summary: Google Search Console + Bing Webmaster Tools + GA4 + AdSense - in one context window. It runs locally over stdio via the published package. ## Unraid MCP - URL: https://mcphq.ai/mcp/jmagar-unraid-mcp - Repo: https://github.com/jmagar/unraid-mcp - Category: cloud-infra · last commit 2026-08-23 · stars 128 - Summary: A monorepo of Unraid tooling: two MCP servers (Python and Rust) and three Unraid OS plugins, plus the Claude/Codex agent integrations that surface them. It runs locally over stdio via the published package. ## photoshop-mcp - URL: https://mcphq.ai/mcp/alisaitteke-photoshop-mcp - Repo: https://github.com/alisaitteke/photoshop-mcp - Category: design · last commit 2026-08-10 · stars 348 - Summary: Languages: English · 简体中文 · Español · Deutsch · 日本語 · Türkçe · Website. It runs locally over stdio via the published package. ## Reactive Resume - URL: https://mcphq.ai/mcp/amruthpillai-reactive-resume - Repo: https://github.com/amruthpillai/reactive-resume - Category: productivity · last commit 2026-08-24 · stars 41676 - Summary: Reactive Resume is a free and open-source resume builder that simplifies the process of creating, updating, and sharing your resume. It is available as a remote MCP endpoint. ## mcp-server - URL: https://mcphq.ai/mcp/mapbox-mcp-server - Repo: https://github.com/mapbox/mcp-server - Category: maps-location · last commit 2026-08-21 · stars 352 - Summary: Node.js server implementing Model Context Protocol (MCP) for Mapbox APIs. The Mapbox MCP Server transforms any AI agent or application into a geospatially-aware system by providing seamless access to Mapbox's comprehensive location intelligence platform. - Setup: Set CLIENT_NEEDS_RESOURCE_FALLBACK, MAPBOX_ACCESS_TOKEN before connecting. ## PostHog MCP Server - URL: https://mcphq.ai/mcp/posthog-posthog - Repo: https://github.com/posthog/posthog - Category: data-analytics · last commit 2026-08-25 · stars 39031 - Summary: Docs - Community - Roadmap - Why PostHog? - Changelog - Bug reports PostHog provides every tool you need to build a successful product, and captures all the context agents need to proactively diagnose problems, uncover opportunities, and ship fixes. It is available as a remote MCP endpoint. ## Google Workspace - URL: https://mcphq.ai/mcp/aaronsb-google-workspace-mcp - Repo: https://github.com/aaronsb/google-workspace-mcp - Category: email · last commit 2026-08-22 · stars 165 - Summary: Give your AI agent real access to Google Workspace - Gmail, Calendar, Drive, Docs, Sheets, Tasks, Meet and Contacts - from one MCP server, across as many accounts as you have. It runs locally over stdio via the published package. - Setup: Set GOOGLE_CLIENT_ID, GOOGLE_CLIENT_SECRET before connecting. ## mcp-observatory - URL: https://mcphq.ai/mcp/kryptosai-mcp-observatory - Repo: https://github.com/kryptosai/mcp-observatory - Category: security · last commit 2026-08-24 · stars 174 - Summary: Secure the MCP servers you're building. MCP Observatory is the CI-native security tool for teams shipping custom MCP servers. Test during development, catch schema drift, simulate attacks, and generate compliance evidence - before agents depend on your servers. It runs locally over stdio via the published package. - Setup: Set MCP_OBSERVATORY_ORG, MCP_OBSERVATORY_CONTACT before connecting. ## ProxmoxMCP-Plus - URL: https://mcphq.ai/mcp/rekklesna-proxmoxmcp-plus - Repo: https://github.com/rekklesna/proxmoxmcp-plus - Category: automation · last commit 2026-08-11 · stars 499 - Summary: Operate Proxmox VE from MCP clients, AI agents, and OpenAPI tooling through one security-conscious control plane for VMs, LXCs, snapshots, backups, ISOs, container commands, and persistent long-running jobs. It runs locally over stdio via the published package. - Setup: Set PROXMOX_HOST, PROXMOX_USER, PROXMOX_TOKEN_NAME, PROXMOX_TOKEN_VALUE, PROXMOX_PORT, PROXMOX_VERIFY_SSL, PROXMOX_MCP_CONFIG, PROXMOX_MCP_MODE, MCP_HOST, MCP_PORT before connecting. MCP_API_KEY, PROXMOX_API_KEY are optional or environment-specific per the README. ## spotifyscraper - URL: https://mcphq.ai/mcp/aliakhtari78-spotifyscraper - Repo: https://github.com/aliakhtari78/spotifyscraper - Category: web-scraping · last commit 2026-08-09 · stars 298 - Summary: Extract public Spotify data - tracks, albums, artists, playlists, and podcasts - without the official API or an API key. It runs locally over stdio via the published package. - Setup: The README does not document required environment variables for a basic install. ## tsbootstrap - URL: https://mcphq.ai/mcp/astrogilda-tsbootstrap - Repo: https://github.com/astrogilda/tsbootstrap - Category: other · last commit 2026-08-24 · stars 95 - Summary: Generate bootstrapped samples from time-series data. The full documentation is available here . It runs locally over stdio via the published package. ## ARC-1 - URL: https://mcphq.ai/mcp/arc-mcp-arc-1 - Repo: https://github.com/arc-mcp/arc-1 - Category: other · last commit 2026-08-24 · stars 169 - Summary: ARC-1 (pronounced _arc one_ [ɑːrk wʌn]) - Enterprise-ready MCP server for SAP ABAP systems. Secure by default, deployable to BTP or on-premise, and hardened with large unit/integration/E2E test coverage. Its 12 documented tools cluster into sapread, sapsearch, sapwrite, sapactivate. It runs locally over stdio via the published package. - Agent can: An agent gets 12 documented tools across sapread, sapsearch, sapwrite, including SAPRead, SAPSearch, SAPWrite, SAPActivate. ## pdf-mcp - URL: https://mcphq.ai/mcp/jztan-pdf-mcp - Repo: https://github.com/jztan/pdf-mcp - Category: media · last commit 2026-08-24 · stars 117 - Summary: Surgical PDF access for AI agents: search, read, and extract without flooding context. Its 13 documented tools cover pdf, corpus, info, pages. It runs locally over stdio via the published package. - Agent can: With this server connected, an agent can read specific pages or ranges, with OCR on demand, tables, and embedded images, read a whole document in one call, byte-capped, and search across a folder, with document and page provenance. - Setup: Set PDF_MCP_AUTH_TOKEN before connecting.