# MCPhq: full server summaries (llms-full.txt)

> As of 2026-09-18. Grounded summaries from project READMEs + registry data. No verdicts. Cite mcphq.ai pages for install status.
> Catalog: 33,497 tracked · 26,516 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 2026-09-17 · stars 37231
- 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 README documents 13 tools, including browser_click, browser_close, browser_console_messages.
- 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.
- Setup: The README does not document required environment variables for a basic install.

## 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 2026-09-17 · stars 52170
- 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.

## Context7
- URL: https://mcphq.ai/mcp/upstash-context7
- Repo: https://github.com/upstash/context7
- Category: documentation · last commit 2026-09-18 · stars 62152
- Summary: Up-to-date code docs for any prompt
- 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 2026-09-18 · stars 4470
- 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.

## SeleniumBase MCP
- URL: https://mcphq.ai/mcp/seleniumbase-seleniumbase
- Repo: https://github.com/seleniumbase/seleniumbase
- Category: browser-automation · last commit 2026-09-18 · stars 13024
- Summary: All-in-one Browser Automation Framework: Web Crawling / Testing / Scraping / Stealth. It runs locally over stdio via the published package.

## Figma-Context-MCP
- URL: https://mcphq.ai/mcp/glips-figma-context-mcp
- Repo: https://github.com/glips/figma-context-mcp
- Category: design · last commit 2026-09-18 · stars 15874
- 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.

## 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 2026-09-17 · stars 3681
- 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.

## EdgarTools
- URL: https://mcphq.ai/mcp/dgunning-edgartools
- Repo: https://github.com/dgunning/edgartools
- Category: finance · last commit 2026-09-17 · stars 2726
- 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.

## agent-device
- URL: https://mcphq.ai/mcp/callstackincubator-agent-device
- Repo: https://github.com/callstackincubator/agent-device
- Category: browser-automation · last commit 2026-09-18 · stars 4641
- Summary: Let AI agents inspect, control, and debug real iOS, Android, desktop, and TV apps

## Serena
- URL: https://mcphq.ai/mcp/oraios-serena
- Repo: https://github.com/oraios/serena
- Category: coding-agents · last commit 2026-09-17 · stars 29556
- 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.

## Supabase
- URL: https://mcphq.ai/mcp/supabase-mcp
- Repo: https://github.com/supabase/mcp
- Category: databases · last commit 2026-09-17 · stars 2910
- 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.

## claude-flow
- URL: https://mcphq.ai/mcp/ruvnet-claude-flow
- Repo: https://github.com/ruvnet/claude-flow
- Category: automation · last commit 2026-09-18 · stars 72753
- Summary: An agent meta-harness for Claude Code and Codex. 📖 RuFlo Explained - Build an AI Team That Plans, Remembers, Tests, and Improves A 14-chapter guide: from the basic idea to a first useful task, then memory, agent teams, plugins, cost and verification. It runs locally over stdio via the published package.
- Setup: The README does not document required environment variables for a basic install.

## Desktop Commander
- URL: https://mcphq.ai/mcp/wonderwhy-er-desktopcommandermcp
- Repo: https://github.com/wonderwhy-er/desktopcommandermcp
- Category: coding-agents · last commit 2026-09-17 · stars 9633
- 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, 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.

## XcodeBuildMCP
- URL: https://mcphq.ai/mcp/getsentry-xcodebuildmcp
- Repo: https://github.com/getsentry/xcodebuildmcp
- Category: developer-tools · last commit 2026-09-11 · stars 6397
- 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 2026-09-18 · stars 4770
- 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.

## gitlab-mcp
- URL: https://mcphq.ai/mcp/zereight-gitlab-mcp
- Repo: https://github.com/zereight/gitlab-mcp
- Category: documentation · last commit 2026-09-16 · stars 1984
- Summary: 📖 Documentation → Setup guides, environment variables, and the full tool reference live on the hosted docs site. Its 40 documented tools cover merge, branch, file, diffs. 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, get the conflicts of a merge request, list pipelines for a merge request with pagination, 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.

## 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 2026-09-18 · stars 7478
- 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 11 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 list monitors.
- Setup: Set FIRECRAWL_API_KEY before connecting. FIRECRAWL_API_URL is optional or environment-specific per the README.

## Codebase Memory
- URL: https://mcphq.ai/mcp/deusdata-codebase-memory-mcp
- Repo: https://github.com/deusdata/codebase-memory-mcp
- Category: memory · last commit 2026-09-18 · stars 43715
- 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.

## Argent
- URL: https://mcphq.ai/mcp/software-mansion-argent
- Repo: https://github.com/software-mansion/argent
- Category: browser-automation · last commit 2026-09-18 · stars 2843
- Summary: Argent gives your AI assistant direct control of iOS simulators, Android emulators and devices, TVs (Apple TV, Android TV, Fire TV) and Electron/Chromium apps. Tap a button, profile a screen, reproduce a bug - without leaving the CLI. It runs locally over stdio via the published package.

## nx-mcp
- URL: https://mcphq.ai/mcp/nrwl-nx-console-apps-nx-mcp
- Repo: https://github.com/nrwl/nx-console
- Category: other · last commit 2026-09-17 · stars 1414
- 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.

## LLM Sandbox
- URL: https://mcphq.ai/mcp/vndee-llm-sandbox
- Repo: https://github.com/vndee/llm-sandbox
- Category: coding-agents · last commit 2026-09-14 · stars 1121
- 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.

## sentry-mcp
- URL: https://mcphq.ai/mcp/getsentry-sentry-mcp
- Repo: https://github.com/getsentry/sentry-mcp
- Category: developer-tools · last commit 2026-09-17 · stars 855
- 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.

## comfyui-mcp
- URL: https://mcphq.ai/mcp/artokun-comfyui-mcp
- Repo: https://github.com/artokun/comfyui-mcp
- Category: media · last commit 2026-09-14 · stars 755
- Summary: The Agent panel driving ComfyUI end to end. It reads what is installed locally, wires the graph, frees VRAM, and runs the render.
- Setup: Set CIVITAI_API_TOKEN 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 2026-09-13 · 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.

## Ouroboros
- URL: https://mcphq.ai/mcp/q00-ouroboros
- Repo: https://github.com/q00/ouroboros
- Category: coding-agents · last commit 2026-09-15 · stars 6016
- 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.

## 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 2026-09-17 · stars 1131
- 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.

## 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 2026-09-15 · stars 821
- 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.

## mcp
- URL: https://mcphq.ai/mcp/snyk-studio-mcp
- Repo: https://github.com/snyk/studio-mcp
- Category: security · last commit 2026-08-19 · stars 55
- Summary: Easily find and fix security issues in your applications leveraging Snyk platform capabilities. It runs locally over stdio via the published package.

## dbx
- URL: https://mcphq.ai/mcp/t8y2-dbx
- Repo: https://github.com/t8y2/dbx
- Category: databases · last commit 2026-09-18 · stars 20017
- Summary: 90+ databases in 25 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.

## mobile-mcp
- URL: https://mcphq.ai/mcp/mobile-next-mobile-mcp
- Repo: https://github.com/mobile-next/mobile-mcp
- Category: browser-automation · last commit 2026-09-16 · stars 6744
- Summary: This is an 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.

## DBHub
- URL: https://mcphq.ai/mcp/bytebase-dbhub
- Repo: https://github.com/bytebase/dbhub
- Category: databases · last commit 2026-09-18 · stars 3534
- 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.

## ClickHouse
- URL: https://mcphq.ai/mcp/clickhouse-mcp-clickhouse
- Repo: https://github.com/clickhouse/mcp-clickhouse
- Category: databases · last commit 2026-09-16 · stars 876
- Summary: An MCP server for ClickHouse. The server implements MCP 2026-07-28 and supports legacy initialize handshakes from 2024-11-05 through 2025-11-25. Modern clients use sessionless requests and server/discover. Existing clients can continue to negotiate the legacy protocol. It runs locally over stdio via the published package.
- Setup: Set CLICKHOUSE_HOST, CLICKHOUSE_PORT, CLICKHOUSE_ROLE, CLICKHOUSE_SECURE, CLICKHOUSE_VERIFY, CLICKHOUSE_CONNECT_TIMEOUT, CHDB_ENABLED, CLICKHOUSE_ENABLED, CHDB_DATA_PATH, CLICKHOUSE_ALLOW_WRITE_ACCESS before connecting. CLICKHOUSE_USER, CLICKHOUSE_PASSWORD are optional or environment-specific per the README.

## bernstein
- URL: https://mcphq.ai/mcp/sipyourdrink-ltd-bernstein
- Repo: https://github.com/sipyourdrink-ltd/bernstein
- Category: other · last commit 2026-09-18 · stars 1190
- Summary: The open-source governance layer for AI agents. Byte-identical run receipts, 40+ adapters, air-gap.

## 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 2026-09-17 · stars 980
- 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_ATTACHMENT_URL_BASE, WEBUI_AUTH, OPENAI_API_KEY before connecting. MS365_MCP_CLIENT_ID, MS365_MCP_CLIENT_SECRET, MS365_MCP_TENANT_ID, MS365_MCP_ATTACHMENT_URL_KEY, MS365_MCP_ATTACHMENT_URL_KEY_ID, MS365_MCP_ATTACHMENT_URL_TTL_S are optional or environment-specific per the README.

## tavily-mcp
- URL: https://mcphq.ai/mcp/tavily-ai-tavily-mcp
- Repo: https://github.com/tavily-ai/tavily-mcp
- Category: web-scraping · last commit 2026-09-16 · stars 2390
- 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.

## jCodemunch MCP
- URL: https://mcphq.ai/mcp/jgravelle-jcodemunch-mcp
- Repo: https://github.com/jgravelle/jcodemunch-mcp
- Category: other · last commit 2026-09-18 · stars 2690
- 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 28.3x 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.

## fiori-mcp-server
- URL: https://mcphq.ai/mcp/sap-open-ux-tools
- Repo: https://github.com/sap/open-ux-tools
- Category: other · last commit 2026-09-18 · 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.

## Windows-MCP
- URL: https://mcphq.ai/mcp/cursortouch-windows-mcp
- Repo: https://github.com/cursortouch/windows-mcp
- Category: automation · last commit 2026-09-16 · stars 7034
- 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.

## basic-memory
- URL: https://mcphq.ai/mcp/basicmachines-co-basic-memory
- Repo: https://github.com/basicmachines-co/basic-memory
- Category: productivity · last commit 2026-09-16 · stars 3986
- 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.

## CloudBase
- URL: https://mcphq.ai/mcp/tencentcloudbase-cloudbase-ai-toolkit
- Repo: https://github.com/tencentcloudbase/cloudbase-ai-toolkit
- Category: databases · last commit 2026-09-18 · stars 1114
- Summary: AI writes the code. CloudBase runs the backend. The CloudBase integration layer for AI coding tools: Plugin installs the stack, Skills steer how code is written, MCP operates databases, functions, storage, and deploys from chat.

## SSH - policy-gated remote access
- URL: https://mcphq.ai/mcp/tufantunc-ssh-mcp
- Repo: https://github.com/tufantunc/ssh-mcp
- Category: other · last commit 2026-09-17 · stars 743
- Summary: SSH MCP Server is a security-first Model Context Protocol server that gives LLM agents controlled SSH access to remote hosts - with command classification, policy-based authorization, human-in-the-loop approval, and full audit logging. Its 14 documented tools cover sftp, session, command, file. It runs locally over stdio via the published package.
- Agent can: With this server connected, an agent can discover available hosts and connection status, list active sessions per host, create a named interactive (stateful) or background session, and close a session. A background session's command is signalled (INT/TERM/KILL) before its channel is dropped.
- Setup: Set SSH_MCP_PASSWORD, SSH_AUTH_SOCK before connecting.

## mcp-server
- URL: https://mcphq.ai/mcp/ui5-mcp-server
- Repo: https://github.com/ui5/mcp-server
- Category: other · last commit 2026-09-15 · stars 99
- Summary: A Model Context Protocol server for UI5 application development. Its 10 documented tools cover guidelines, integration, ui5. 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.

## HOL Guard
- URL: https://mcphq.ai/mcp/hashgraph-online-hol-guard
- Repo: https://github.com/hashgraph-online/hol-guard
- Category: security · last commit 2026-09-18 · stars 625
- Summary: Install HOL Guard Read the documentation PyPI Package (hol-guard) Report an Issue |. It runs locally over stdio via the published package.

## Svelte MCP
- URL: https://mcphq.ai/mcp/sveltejs-ai-tools
- Repo: https://github.com/sveltejs/ai-tools
- Category: documentation · last commit 2026-09-16 · stars 326
- Summary: Repo for the official Svelte MCP server. 1. Set the VOYAGE_API_KEY for embeddings support

## AIHawk
- URL: https://mcphq.ai/mcp/feder-cr-aihawk
- Repo: https://github.com/feder-cr/aihawk
- Category: browser-automation · last commit 2026-09-18 · stars 31628
- Summary: AIHawk is an anti detect browser and web browsing agent, open source, with an MCP server for coding agents: undetected, no captchas, no blocks. Tell it what you want in plain language. It runs locally over stdio via the published package.
- Setup: Set OPENROUTER_API_KEY, STEALTHFOX_BINARY before connecting.

## tooluniverse
- URL: https://mcphq.ai/mcp/mims-harvard-tooluniverse
- Repo: https://github.com/mims-harvard/tooluniverse
- Category: automation · last commit 2026-09-18 · stars 1690
- 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.

## SearXNG Search
- URL: https://mcphq.ai/mcp/ihor-sokoliuk-mcp-searxng
- Repo: https://github.com/ihor-sokoliuk/mcp-searxng
- Category: search · last commit 2026-09-18 · stars 1245
- Summary: Privacy-respecting web search for AI assistants - use an operator-controlled or trusted SearXNG instance with Claude, Cursor, and more. Its 4 documented tools cover searxng, web. It runs locally over stdio via the published package.
- Agent can: With this server connected, an agent can find sources and refine results, inspect categories, engines and defaults, and read a known URL as text/Markdown.
- Setup: SEARXNG_URL is optional or environment-specific per the README.

## Semiotic
- URL: https://mcphq.ai/mcp/nteract-semiotic
- Repo: https://github.com/nteract/semiotic
- Category: web-frameworks · last commit 2026-09-18 · stars 2707
- Summary: A React data visualization library designed for AI-assisted development. Start with a small chart component. Add network graphs, streaming data and coordinated views when the task needs them. Structured schemas, diagnostics and rendering evidence help coding assistants implement, check and repair chart configurations. Its 18 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, list named theme presets or return ThemeProvider/CSS/token usage for a preset such as { name: "tufte" }, and evaluate an explicit artifact contract under a named policy without inferring missing source, review, or timing facts.
- Setup: The README does not document required environment variables for a basic install.

## Australian Tax MCP
- URL: https://mcphq.ai/mcp/william-laverty-ato-mcp
- Repo: https://github.com/william-laverty/ato-mcp
- Category: ai-ml · last commit 2026-09-15 · stars 10
- Summary: The Australian tax knowledge base for AI agents. Connect your AI agent to 34,500+ ATO documents (guidance, legislation, and public rulings) and get cited answers to the tax questions you'd otherwise pay your accountant to answer.

## 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 2026-08-26 · stars 3159
- Summary: A local MCP server for agent literature work. The differentiator is original-LaTeX section reads, BibTeX from arXiv metadata, and topic watches. Papers stay on disk. The working loop is paper ID → outline → one section → citations. Search is optional. Its 21 documented tools cover paper, latex, papers, abstract.
- 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.

## brightdata-mcp
- URL: https://mcphq.ai/mcp/brightdata-brightdata-mcp
- Repo: https://github.com/brightdata/brightdata-mcp
- Category: browser-automation · last commit 2026-09-17 · stars 2649
- 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.

## skylos
- URL: https://mcphq.ai/mcp/duriantaco-skylos
- Repo: https://github.com/duriantaco/skylos
- Category: developer-tools · last commit 2026-09-18 · stars 817
- 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 2026-09-18 · stars 9069
- 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.

## mcp-server
- URL: https://mcphq.ai/mcp/cap-js-mcp-server
- Repo: https://github.com/cap-js/mcp-server
- Category: coding-agents · last commit 2026-09-17 · stars 112
- 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.

## Hevy MCP Server
- URL: https://mcphq.ai/mcp/chrisdoc-hevy-mcp
- Repo: https://github.com/chrisdoc/hevy-mcp
- Category: api-integration · last commit 2026-09-17 · stars 478
- 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, MISE_AUTO_INSTALL, HEVY_MCP_HTTP_BEARER_TOKEN before connecting.

## 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 2026-09-18 · stars 2104
- 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.

## 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 2026-09-11 · stars 39038
- 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.

## Zotero MCP
- URL: https://mcphq.ai/mcp/54yyyu-zotero-mcp
- Repo: https://github.com/54yyyu/zotero-mcp
- Category: other · last commit 2026-09-15 · stars 5069
- Summary: Zotero MCP connects your Zotero research library with ChatGPT, Claude, and other AI assistants (e.g., Cherry Studio, Chorus, Cursor) via the Model Context Protocol. Search your library, read and annotate papers, add and organize items, and find research by meaning. It runs locally over stdio via the published package.

## sem
- URL: https://mcphq.ai/mcp/ataraxy-labs-sem
- Repo: https://github.com/ataraxy-labs/sem
- Category: developer-tools · last commit 2026-09-13 · stars 3352
- 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.
- Setup: The README does not document required environment variables for a basic install.

## UniFi Network MCP
- URL: https://mcphq.ai/mcp/sirkirby-unifi-mcp-apps-network
- Repo: https://github.com/sirkirby/unifi-mcp
- Category: automation · last commit 2026-09-17 · stars 827
- Summary: MCP server exposing 194 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.

## 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 2026-09-08 · stars 1157
- 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.

## Memorix
- URL: https://mcphq.ai/mcp/avids2-memorix
- Repo: https://github.com/avids2/memorix
- Category: memory · last commit 2026-09-18 · stars 785
- 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, Grok Build, OpenClaw, Hermes Agent, Oh-my-Pi, Pi, Kiro, Antigravity, Trae, DeepSeek Harness, WorkBuddy, and any MCP-capable agent.

## 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 2026-09-16 · stars 315
- 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.

## mcp
- URL: https://mcphq.ai/mcp/appwrite-mcp
- Repo: https://github.com/appwrite/mcp
- Category: documentation · last commit 2026-09-16 · stars 72
- 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.

## CCXT
- URL: https://mcphq.ai/mcp/ccxt-ccxt
- Repo: https://github.com/ccxt/ccxt
- Category: finance · last commit 2026-09-18 · stars 44030
- Summary: A crypto trading API with more than 100 exchanges and prediction markets in JavaScript / TypeScript / Python / C / PHP / Go / Java / Rust. 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 2026-09-17 · stars 3312
- 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: Set EMBEDDING_PROVIDER, OPENAI_API_KEY, QDRANT_MODE, QDRANT_URL before connecting.

## CrowdStrike Falcon MCP Server
- URL: https://mcphq.ai/mcp/crowdstrike-falcon-mcp
- Repo: https://github.com/crowdstrike/falcon-mcp
- Category: security · last commit 2026-09-17 · stars 256
- 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.

## gk-cli
- URL: https://mcphq.ai/mcp/gitkraken-gk-cli
- Repo: https://github.com/gitkraken/gk-cli
- Category: documentation · last commit 2026-09-16 · stars 458
- 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…

## obsidian-mcp-server
- URL: https://mcphq.ai/mcp/cyanheads-obsidian-mcp-server
- Repo: https://github.com/cyanheads/obsidian-mcp-server
- Category: documentation · last commit 2026-09-13 · stars 681
- Summary: Read, write, search, and surgically edit Obsidian vault notes, tags, and frontmatter via MCP. STDIO or Streamable HTTP. Its 14 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, OBSIDIAN_BASE_URL before connecting.

## 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 2026-08-27 · stars 4367
- 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.

## 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 2026-09-17 · stars 151
- Summary: Agent-native TypeScript framework for building MCP servers. Includes runtime infrastructure and agent skills for building, testing, and shipping servers. It runs locally over stdio via the published package.

## emailmd
- URL: https://mcphq.ai/mcp/anypost-emailmd
- Repo: https://github.com/anypost/emailmd
- Category: email · last commit 2026-08-26 · stars 1373
- Summary: emailmd converts markdown into responsive, email-safe HTML that works across Gmail, Outlook, Apple Mail, Yahoo, and every other client.

## Claude Code Ultimate Guide
- URL: https://mcphq.ai/mcp/florianbruniaux-claude-code-ultimate-guide
- Repo: https://github.com/florianbruniaux/claude-code-ultimate-guide
- Category: automation · last commit 2026-09-17 · stars 5990
- Summary: Florian BRUNIAUX AI Founding Engineer @ Méthode Aristote 13 years from developer to CTO / VP Eng Blog Projects. It runs locally over stdio via the published package.

## mcp-neo4j-cypher
- URL: https://mcphq.ai/mcp/neo4j-contrib-mcp-neo4j-servers-mcp-neo4j-cypher
- Repo: https://github.com/neo4j-contrib/mcp-neo4j
- Category: databases · last commit 2026-09-09 · stars 984
- Summary: A Model Context Protocol (MCP) server implementation that provides database interaction and allows graph exploration capabilities through Neo4j. This server enables running Cypher graph queries, analyzing complex domain data, and automatically generating business insights that can be enhanced further with an application's analysis tools.
- Setup: Set NEO4J_URI, NEO4J_USERNAME, NEO4J_PASSWORD, NEO4J_DATABASE, NEO4J_NAMESPACE, NEO4J_READ_TIMEOUT, NEO4J_RESPONSE_TOKEN_LIMIT, NEO4J_SCHEMA_SAMPLE_SIZE, NEO4J_MCP_SERVER_ALLOWED_HOSTS, NEO4J_TRANSPORT, NEO4J_MCP_SERVER_HOST before connecting. NEO4J_MCP_SERVER_ALLOW_ORIGINS is optional or environment-specific per the README.

## mcp-server
- URL: https://mcphq.ai/mcp/browserstack-mcp-server
- Repo: https://github.com/browserstack/mcp-server
- Category: browser-automation · last commit 2026-09-18 · stars 149
- 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.

## voicemode
- URL: https://mcphq.ai/mcp/mbailey-voicemode
- Repo: https://github.com/mbailey/voicemode
- Category: media · last commit 2026-09-15 · stars 1368
- 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.

## 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 2026-09-17 · stars 219
- 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.

## coolify
- URL: https://mcphq.ai/mcp/stumason-coolify-mcp
- Repo: https://github.com/stumason/coolify-mcp
- Category: cloud-infra · last commit 2026-09-17 · stars 595
- Summary: Manage Coolify from Claude, Cursor, or any MCP client: 45 tools for deploying, debugging, and operating your self-hosted PaaS in plain English. Destructive operations ask a human first; secrets stay masked. It runs locally over stdio via the published package.
- Setup: Set COOLIFY_BASE_URL, COOLIFY_ACCESS_TOKEN before connecting.

## wigolo
- URL: https://mcphq.ai/mcp/knockoutez-wigolo
- Repo: https://github.com/knockoutez/wigolo
- Category: web-scraping · last commit 2026-09-17 · stars 5284
- 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.

## pm-claude-skills
- URL: https://mcphq.ai/mcp/mohitagw15856-pm-claude-skills
- Repo: https://github.com/mohitagw15856/pm-claude-skills
- Category: productivity · last commit 2026-09-17 · stars 1369
- 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.

## loki-mode
- URL: https://mcphq.ai/mcp/asklokesh-loki-mode
- Repo: https://github.com/asklokesh/loki-mode
- Category: developer-tools · last commit 2026-09-15 · stars 1066
- 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.

## rsdoctor
- URL: https://mcphq.ai/mcp/web-infra-dev-rsdoctor
- Repo: https://github.com/web-infra-dev/rsdoctor
- Category: other · last commit 2026-09-18 · stars 1142
- Summary: Rsdoctor is a build analyzer tailored for projects built with Rspack. It runs locally over stdio via the published package.

## Docling MCP
- URL: https://mcphq.ai/mcp/docling-project-docling-mcp
- Repo: https://github.com/docling-project/docling-mcp
- Category: other · last commit 2026-09-07 · stars 746
- 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.

## Dynoxide
- URL: https://mcphq.ai/mcp/nubo-db-dynoxide
- Repo: https://github.com/nubo-db/dynoxide
- Category: databases · last commit 2026-09-16 · stars 89
- Summary: A DynamoDB emulator in Rust, backed by SQLite. Runs as an HTTP server or an MCP server for coding agents, embeds into Rust and iOS applications as a library, and compiles to WebAssembly for the browser. It runs locally over stdio via the published package.

## Agent Swarm
- URL: https://mcphq.ai/mcp/desplega-ai-agent-swarm
- Repo: https://github.com/desplega-ai/agent-swarm
- Category: communication · last commit 2026-09-18 · stars 806
- Summary: An engine to make your company AI Native Built by desplega.sh . ▸ daily evolution · slack → pr · Making of

## World Monitor
- URL: https://mcphq.ai/mcp/koala73-worldmonitor
- Repo: https://github.com/koala73/worldmonitor
- Category: devops-monitoring · last commit 2026-09-17 · stars 86725
- 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.

## claude-real-video
- URL: https://mcphq.ai/mcp/huangchihhungleo-claude-real-video
- Repo: https://github.com/huangchihhungleo/claude-real-video
- Category: media · last commit 2026-09-11 · stars 2158
- 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.

## 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 2026-09-18 · stars 398
- 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.

## photoshop-mcp
- URL: https://mcphq.ai/mcp/alisaitteke-photoshop-mcp
- Repo: https://github.com/alisaitteke/photoshop-mcp
- Category: design · last commit 2026-09-18 · stars 478
- Summary: Languages: English · 简体中文 · Español · Deutsch · 日本語 · Türkçe · Website. It runs locally over stdio via the published package.

## PDF Reader MCP
- URL: https://mcphq.ai/mcp/sylphxai-pdf-reader-mcp
- Repo: https://github.com/sylphxai/pdf-reader-mcp
- Category: other · last commit 2026-09-17 · stars 933
- 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.

## 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 522
- Summary: DuckDB / MotherDuck Local MCP Server SQL analytics and data engineering for AI Assistants and IDEs.

## mcp-server-trello
- URL: https://mcphq.ai/mcp/delorenj-mcp-server-trello
- Repo: https://github.com/delorenj/mcp-server-trello
- Category: productivity · last commit 2026-09-17 · stars 439
- 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, comment.
- 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 a complete checklist with all items and completion percentage.
- 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.

## Octocode MCP - AI Context Platform
- URL: https://mcphq.ai/mcp/bgauryy-octocode-mcp
- Repo: https://github.com/bgauryy/octocode-mcp
- Category: other · last commit 2026-09-17 · stars 939
- 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.

## clickup
- URL: https://mcphq.ai/mcp/taazkareem-clickup-mcp-server
- Repo: https://github.com/taazkareem/clickup-mcp-server
- Category: api-integration · last commit 2026-09-10 · 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.

## Avrotize
- URL: https://mcphq.ai/mcp/clemensv-avrotize
- Repo: https://github.com/clemensv/avrotize
- Category: coding-agents · last commit 2026-09-17 · stars 131
- Summary: 📚 Documentation & Examples | 🎨 Conversion Gallery. It runs locally over stdio via the published package.

## ClaudeR - RStudio MCP Server
- URL: https://mcphq.ai/mcp/imnmv-clauder
- Repo: https://github.com/imnmv/clauder
- Category: data-analytics · last commit 2026-09-15 · stars 342
- Summary: ClaudeR - The Modern Researcher's Toolkit Connect a live R or Python session, in RStudio or Positron, to Claude Code, Codex, or any MCP-based LLM agent. For interactive analysis, 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.

## LetsFG - Flights & Hotels
- URL: https://mcphq.ai/mcp/letsfg-letsfg
- Repo: https://github.com/letsfg/letsfg
- Category: api-integration · last commit 2026-09-14 · stars 2033
- Summary: Finding a flight or hotel shouldn't mean checking 47 tabs. Or 3 hours of searching.
- Setup: Set LETSFG_API_KEY, LETSFG_BEARER_TOKEN before connecting.

## Ignite UI Theming MCP Server
- URL: https://mcphq.ai/mcp/igniteui-igniteui-theming
- Repo: https://github.com/igniteui/igniteui-theming
- Category: other · last commit 2026-09-17 · stars 44
- Summary: Ignite UI Theming - from Infragistics The Ignite UI Theming repository collects a set of Sass mixins, functions, and variables used to create themes for a variety of UI frameworks built by Infragistics. The theming package makes it super easy to create palettes, elevations and typography styles for your projects. Its 8 documented tools cover palette, theme, component.
- Agent can: With this server connected, an agent can generate color palette with automatic shade calculations, create palette with fine-grained control over individual shades, configure elevation shadows, and generate complete theme (palette + typography + elevations).

## mcp
- URL: https://mcphq.ai/mcp/keboola-mcp-server
- Repo: https://github.com/keboola/mcp-server
- Category: data-analytics · last commit 2026-09-16 · 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: Set KBC_STORAGE_API_URL, KBC_STORAGE_TOKEN, KBC_PROJECT_ID before connecting. KBC_BRANCH_ID is optional or environment-specific per the README.

## stata-mcp
- URL: https://mcphq.ai/mcp/sepinetam-stata-mcp
- Repo: https://github.com/sepinetam/stata-mcp
- Category: design · last commit 2026-09-14 · stars 260
- Summary: MCP-for-Stata is an open-source MCP server and CLI that lets any AI agent you use invoke local Stata on your device for regression analysis, econometrics, paper replication, and empirical research. It provides command guards, resource monitoring, automatic log capture, and cross-platform client installation, while you retain control of your data and Stata license.

## minutes
- URL: https://mcphq.ai/mcp/silverstein-minutes
- Repo: https://github.com/silverstein/minutes
- Category: media · last commit 2026-09-18 · stars 1485
- Summary: useminutes.app Minutes is a free, open-source conversation memory app for the AI you already use. Record and transcribe meetings, calls, voice memos, and dictation on your device, then let Claude Code, Codex, Cursor, or another MCP client search the history you choose to share. Your records are Markdown files you own in ~/meetings/. It runs locally over stdio via the published package.

## 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 2026-09-17 · stars 242
- 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.

## TerraVision
- URL: https://mcphq.ai/mcp/patrickchugh-terravision
- Repo: https://github.com/patrickchugh/terravision
- Category: cloud-infra · last commit 2026-09-14 · stars 1634
- 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.

## 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 2026-09-18 · stars 531
- Summary: Compression that optimises your bill, not your byte count and ships the benchmark so you can check it. It runs locally over stdio via the published package.

## mdk-mcp-server
- URL: https://mcphq.ai/mcp/sap-mdk-mcp-server
- Repo: https://github.com/sap/mdk-mcp-server
- Category: other · last commit 2026-09-18 · stars 37
- 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.

## State Memory MCP
- URL: https://mcphq.ai/mcp/putervision-state-memory-mcp
- Repo: https://github.com/putervision/state-memory-mcp
- Category: memory · last commit 2026-09-15 · stars 89
- Summary: @putervision/state-memory-mcp is a zero-infrastructure, deterministic Model Context Protocol (MCP) server that provides AI coding assistants (such as Cursor, Claude Code, Gemini, or Copilot) with a structured, persistent SQLite graph for tracking workflow state - tasks, decisions, artifacts, plans, blockers, and their semantic relationships. It runs locally over stdio via the published package.

## 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 2026-09-17 · stars 32
- 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.

## 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 2026-09-13 · stars 148
- 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.

## mcp-server
- URL: https://mcphq.ai/mcp/heyputer-puter
- Repo: https://github.com/heyputer/puter
- Category: other · last commit 2026-09-17 · stars 43552
- Summary: The Open-Source Internet Computer! « LIVE DEMO » Puter.com · App Store · Developers · X. It is available as a remote MCP endpoint.

## trace-mcp
- URL: https://mcphq.ai/mcp/nikolai-vysotskyi-trace-mcp
- Repo: https://github.com/nikolai-vysotskyi/trace-mcp
- Category: developer-tools · last commit 2026-09-18 · stars 176
- Summary: WORKS WITH Claude Code Cursor Codex Windsurf Zed any MCP client. It runs locally over stdio via the published package.
- Setup: The README does not document required environment variables for a basic install.

## Yahoo Finance
- URL: https://mcphq.ai/mcp/narumiruna-yfinance-mcp
- Repo: https://github.com/narumiruna/yfinance-mcp
- Category: finance · last commit 2026-09-14 · stars 195
- 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.

## Visual Memory MCP
- URL: https://mcphq.ai/mcp/putervision-vision-memory-mcp
- Repo: https://github.com/putervision/vision-memory-mcp
- Category: ai-ml · last commit 2026-09-15 · stars 70
- Summary: @putervision/vision-memory-mcp is a zero-infrastructure, local-first Model Context Protocol (MCP) server and CLI tool that provides AI coding assistants (such as Cursor, Claude Code, Gemini, or Copilot) with visual state caching using perceptual hashing, local CLIP embeddings, and transition graphs to eliminate repetitive vision LLM calls.

## Airtable
- URL: https://mcphq.ai/mcp/domdomegg-airtable-mcp-server
- Repo: https://github.com/domdomegg/airtable-mcp-server
- Category: productivity · last commit 2026-09-09 · stars 457
- 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.

## haiku.rag
- URL: https://mcphq.ai/mcp/ggozad-haiku.rag
- Repo: https://github.com/ggozad/haiku.rag
- Category: ai-ml · last commit 2026-09-17 · stars 609
- 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.

## GitHits
- URL: https://mcphq.ai/mcp/githits-com-githits-cli
- Repo: https://github.com/githits-com/githits-cli
- Category: api-integration · last commit 2026-09-17 · stars 106
- Summary: The code context layer for AI coding agents. Website · Documentation · Issues GitHits connects AI coding agents to public open-source evidence across the full software development lifecycle: discovery, planning, research, implementation, debugging, and maintenance.
- Setup: Set GITHITS_AUTH_STORAGE 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 2026-09-09 · stars 484
- 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 (answers omitted unless include_answer: true, default false), list all decks, optionally with per-deck study-queue statistics, and get comprehensive statistics for a single deck (study queue, true card-state counts, ease/interval distributions).
- 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.

## Auth0 MCP Server
- URL: https://mcphq.ai/mcp/auth0-auth0-mcp-server
- Repo: https://github.com/auth0/auth0-mcp-server
- Category: security · last commit 2026-09-08 · stars 121
- 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.

## 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 240
- 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.

## AutoMobile
- URL: https://mcphq.ai/mcp/kaeawc-auto-mobile
- Repo: https://github.com/kaeawc/auto-mobile
- Category: browser-automation · last commit 2026-09-17 · stars 48
- 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.

## esa
- URL: https://mcphq.ai/mcp/esaio-esa-mcp-server
- Repo: https://github.com/esaio/esa-mcp-server
- Category: documentation · last commit 2026-09-18 · stars 62
- Summary: Official MCP server for esa.io - a documentation sharing service for teams. It runs locally over stdio via the published package.

## plur
- URL: https://mcphq.ai/mcp/plur-ai-plur
- Repo: https://github.com/plur-ai/plur
- Category: memory · last commit 2026-09-18 · stars 291
- Summary: Persistent, open memory for AI agents - local-first, zero-cost, shared across MCP tools (Claude Code, Codex, Cursor, Hermes, OpenClaw). 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.

## mcp-server
- URL: https://mcphq.ai/mcp/mapbox-mcp-server
- Repo: https://github.com/mapbox/mcp-server
- Category: maps-location · last commit 2026-09-17 · stars 355
- 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.

## blockrun-mcp
- URL: https://mcphq.ai/mcp/blockrunai-blockrun-mcp
- Repo: https://github.com/blockrunai/blockrun-mcp
- Category: search · last commit 2026-09-16 · stars 394
- Summary: Real-time data - and real trades - for Claude and any AI agent. Agents can pay like agents: sign transactions from a wallet. Its 19 documented tools cover blockrun, polymarket. It runs locally over stdio via the published package.
- Agent can: An agent gets 19 documented tools spanning blockrun, polymarket, including blockrun_chat, blockrun_image, blockrun_video, blockrun_realface.
- Setup: Set BLOCKRUN_BUDGET_LIMIT, BLOCKRUN_CONFIRM_SPEND, BLOCKRUN_API_KEY, BLOCKRUN_CONFIRM_THRESHOLD before connecting.

## kaneo
- URL: https://mcphq.ai/mcp/usekaneo-kaneo
- Repo: https://github.com/usekaneo/kaneo
- Category: productivity · last commit 2026-09-17 · stars 9115
- 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.

## MCP for Adobe Premiere Pro
- URL: https://mcphq.ai/mcp/leancoderkavy-premiere-pro-mcp
- Repo: https://github.com/leancoderkavy/premiere-pro-mcp
- Category: media · last commit 2026-09-18 · stars 269
- Summary: Give compatible AI assistants structured control over supported Adobe Premiere Pro workflows. It runs locally over stdio via the published package.
- Setup: Set NPM_OTP, NPM_TOKEN, PREMIERE_UXP_TOKEN before connecting.

## ProxmoxMCP-Plus
- URL: https://mcphq.ai/mcp/rekklesna-proxmoxmcp-plus
- Repo: https://github.com/rekklesna/proxmoxmcp-plus
- Category: automation · last commit 2026-09-16 · stars 540
- 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.

## superlocalmemory
- URL: https://mcphq.ai/mcp/varun369-superlocalmemoryv2
- Repo: https://github.com/varun369/superlocalmemoryv2
- Category: memory · last commit 2026-09-12 · stars 226
- 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.

## IWE
- URL: https://mcphq.ai/mcp/iwe-org-iwe
- Repo: https://github.com/iwe-org/iwe
- Category: documentation · last commit 2026-09-17 · stars 1650
- Summary: IWE turns a directory of markdown files into a knowledge graph - a connected structure you browse from your editor and your AI queries from the command line. Same files, same links, two interfaces. No cloud, no database, no lock-in. Version everything with git. It runs locally over stdio via the published package.

## Google Maps MCP Server
- URL: https://mcphq.ai/mcp/cablate-mcp-google-map
- Repo: https://github.com/cablate/mcp-google-map
- Category: maps-location · last commit 2026-09-16 · stars 459
- Summary: Give your AI agent the ability to understand the physical world - geocode, route, search, and reason about locations. Its 18 documented tools cover maps, geocode, places, route. It runs locally over stdio via the published package.
- Agent can: With this server connected, an agent can find places near a location by type (restaurant, cafe, hotel, etc.). Supports filtering by radius, rating, and open status, get full details for a place by its place_id - reviews, phone, website, hours. Optional maxPhotos param returns photo URLs, convert an address or landmark name into GPS coordinates, and calculate travel distances and times between multiple origins and destinations. Driving mode supports avoid_tolls and avoid_highways.
- Setup: Set GOOGLE_MAPS_API_KEY, GOOGLE_MAPS_ENABLED_TOOLS, MCP_SERVER_PORT, MCP_SERVER_HOST before connecting.

## AgentPhone
- URL: https://mcphq.ai/mcp/agentphone-ai-agentphone-mcp
- Repo: https://github.com/agentphone-ai/agentphone-mcp
- Category: communication · last commit 2026-08-29 · stars 121
- Summary: Give AI agents real phone numbers, SMS, and voice calls via the Model Context Protocol.
- Setup: Set AGENTPHONE_API_KEY before connecting.

## safari-mcp
- URL: https://mcphq.ai/mcp/achiya-automation-safari-mcp
- Repo: https://github.com/achiya-automation/safari-mcp
- Category: browser-automation · last commit 2026-09-18 · stars 202
- Summary: The browser for your coding agent. Your real Safari, logged in - no Chrome, no heat, no headless. Its 40 documented tools cover safari, tab, fill, react. 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.

## jDocmunch MCP
- URL: https://mcphq.ai/mcp/jgravelle-jdocmunch-mcp
- Repo: https://github.com/jgravelle/jdocmunch-mcp
- Category: documentation · last commit 2026-09-18 · stars 203
- 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.

## mcp-ssh-manager
- URL: https://mcphq.ai/mcp/bvisible-mcp-ssh-manager
- Repo: https://github.com/bvisible/mcp-ssh-manager
- Category: databases · last commit 2026-09-13 · stars 483
- Summary: A Model Context Protocol (MCP) server that enables Claude Code and OpenAI Codex to manage multiple SSH connections. Execute commands, transfer files, manage databases, create backups, monitor health, and automate DevOps tasks across your servers - directly from your AI assistant. It runs locally over stdio via the published package.
- Setup: Set SSH_SERVER_PROD_MODE, SSH_SERVER_STAGING_MODE, SSH_SERVER_STAGING_ALLOW_PATTERNS, SSH_SERVER_CLIENT_PROD_HOST, SSH_SERVER_CLIENT_PROD_USER, SSH_SERVER_CLIENT_PROD_KEYPATH, SSH_SERVER_CLIENT_PROD_MODE, SSH_SERVER_CLIENT_PROD_AUDIT_LOG before connecting.

## deja-vu
- URL: https://mcphq.ai/mcp/vshulcz-deja-vu
- Repo: https://github.com/vshulcz/deja-vu
- Category: coding-agents · last commit 2026-09-18 · stars 829
- Summary: The one memory your coding agents share, built from the history already on your disk. It runs locally over stdio via the published package.
- Setup: Set OPENAI_API_KEY, DEJA_EMBED_URL, DEJA_EMBED_MODEL, DEJA_EMBED_KEY before connecting.

## Claudexor
- URL: https://mcphq.ai/mcp/razzant-claudexor
- Repo: https://github.com/razzant/claudexor
- Category: developer-tools · last commit 2026-09-17 · stars 470
- 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.

## Reactive Resume
- URL: https://mcphq.ai/mcp/amruthpillai-reactive-resume
- Repo: https://github.com/amruthpillai/reactive-resume
- Category: productivity · last commit 2026-09-17 · stars 43123
- Summary: Reactive Resume is a free and open-source resume builder that makes it easy to create, update, and share your resume. It is available as a remote MCP endpoint.

## pyscn
- URL: https://mcphq.ai/mcp/ludo-technologies-pyscn
- Repo: https://github.com/ludo-technologies/pyscn
- Category: science-health · last commit 2026-09-17 · stars 1068
- Summary: Python code analysis for AI agents: complexity, dead code, clones, coupling, and a health score. It runs locally over stdio via the published package.

## Mindwtr
- URL: https://mcphq.ai/mcp/dongdongbh-mindwtr
- Repo: https://github.com/dongdongbh/mindwtr
- Category: productivity · last commit 2026-09-18 · stars 2063
- Summary: Get everything out of your head. A free to-do app built on Getting Things Done (GTD). Works offline, no account needed. It runs locally over stdio via the published package.

## Kin
- URL: https://mcphq.ai/mcp/firelock-ai-kin
- Repo: https://github.com/firelock-ai/kin
- Category: databases · last commit 2026-09-18 · stars 62
- Summary: A new foundation for code. Kin is a graph-native code repository for people and AI agents. It stores source, recorded code relationships, and versioned history as repository state. The graph is the repository model, not a search index maintained beside another repository. It runs locally over stdio via the published package.

## code-index
- URL: https://mcphq.ai/mcp/regsorm-code-index-mcp
- Repo: https://github.com/regsorm/code-index-mcp
- Category: other · last commit 2026-09-17 · stars 116
- Summary: Поиск по коду для ИИ-агентов. Один бинарник, индекс в SQLite, ответ за миллисекунды. It runs locally over stdio via the published package.

## PostHog MCP Server
- URL: https://mcphq.ai/mcp/posthog-posthog
- Repo: https://github.com/posthog/posthog
- Category: data-analytics · last commit 2026-09-18 · stars 39845
- 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.

## gflow-cli
- URL: https://mcphq.ai/mcp/ffroliva-gflow-cli
- Repo: https://github.com/ffroliva/gflow-cli
- Category: media · last commit 2026-09-18 · stars 211
- Summary: You have a Google account with Flow access, you have Veo credits, and you run real batch work. It runs locally over stdio via the published package.

## growthbook-mcp
- URL: https://mcphq.ai/mcp/growthbook-growthbook-mcp
- Repo: https://github.com/growthbook/growthbook-mcp
- Category: api-integration · last commit 2026-09-18 · stars 23
- Summary: A thin MCP server for GrowthBook with four tools: Competence lives in the skills repo and is bundled at build time. Capability is split into read vs write API tools (no per-endpoint formatters) so clients can honor readOnlyHint / destructiveHint correctly. It runs locally over stdio via the published package.
- Setup: Set GB_SKILLS_ENABLED, OAUTH_AS_ENABLED, GB_MCP_TRANSPORT before connecting. GB_API_KEY, GB_API_URL are optional or environment-specific per the README.

## ctxlint
- URL: https://mcphq.ai/mcp/yawlabs-ctxlint
- Repo: https://github.com/yawlabs/ctxlint
- Category: developer-tools · last commit 2026-09-15 · stars 10
- Summary: Lint your AI agent context files, MCP server configs, and session data against your actual codebase. Context linting + MCP config linting + session auditing. 16 AI tools, 8 MCP clients, cross-project consistency, auto-fix. Works as a CLI, CI step, pre-commit hook, or MCP server. It runs locally over stdio via the published package.

## 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 297
- 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.

## mcp-server-tauri
- URL: https://mcphq.ai/mcp/hypothesi-mcp-server-tauri
- Repo: https://github.com/hypothesi/mcp-server-tauri
- Category: automation · last commit 2026-08-28 · stars 304
- Summary: Give your AI assistant superpowers for Tauri development Documentation · Getting Started · Available Tools. It runs locally over stdio via the published package.

## Run402
- URL: https://mcphq.ai/mcp/kychee-com-run402
- Repo: https://github.com/kychee-com/run402
- Category: databases · last commit 2026-09-18 · stars 24
- Summary: run402: full-stack backend infrastructure for AI agents Postgres, auth, storage, serverless functions and staged deploys provisioned, operated and paid for by an agent through the CLI, with a typed SDK for scripting and MCP for tool-native hosts. No cloud console, no signup. Open source.
- Setup: The README does not document required environment variables for a basic install.

## sec-edgar-mcp
- URL: https://mcphq.ai/mcp/stefanoamorelli-sec-edgar-mcp
- Repo: https://github.com/stefanoamorelli/sec-edgar-mcp
- Category: finance · last commit 2026-09-15 · stars 357
- Summary: MCP server for accessing SEC EDGAR filings. Connects AI assistants to company filings, financial statements, and insider trading data with exact numeric precision. It runs locally over stdio via the published package.

## KiCad MCP Pro
- URL: https://mcphq.ai/mcp/oaslananka-kicad-mcp-pro
- Repo: https://github.com/oaslananka/kicad-mcp-pro
- Category: automation · last commit 2026-09-15 · stars 94
- Summary: Drive KiCad schematic, PCB, DRC/ERC, DFM, and manufacturing review from any MCP-capable AI agent. It runs locally over stdio via the published package.

## mcp
- URL: https://mcphq.ai/mcp/webdriverio-mcp
- Repo: https://github.com/webdriverio/mcp
- Category: browser-automation · last commit 2026-09-16 · stars 38
- Summary: A Model Context Protocol (MCP) server that enables AI assistants to interact with web browsers, local Electron applications, and mobile applications using WebdriverIO. Automate Chrome, Firefox, Edge, Safari, Electron, iOS, and Android through a unified interface. Its 34 documented tools cover session, mock, switch, device.
- Agent can: With this server connected, an agent can start a browser, local Electron application, or mobile app session, launch a new Chrome instance with remote debugging enabled (for use with start_session({ attach: true })), close or detach from the current session (supports detach: true to disconnect without terminating), and install a web extension through WebDriver BiDi and open one of its extension pages so normal page tools can drive its UI.
- Setup: Set BROWSERSTACK_USERNAME, BROWSERSTACK_ACCESS_KEY, SAUCE_USERNAME, SAUCE_ACCESS_KEY, TESTMU_USERNAME, TESTMU_ACCESS_KEY, TESTINGBOT_KEY, TESTINGBOT_SECRET, DIGITALAI_CLOUD_URL, DIGITALAI_ACCESS_KEY before connecting.