Discover Awesome MCP Servers

HubLens MCP Server

HubLens automatically detects trending OSS on GitHub and Hacker News daily, then generates EN/ZH summaries, categories, and scoring via Vertex AI (Gemini). This MCP server wraps the HubLens Public REST API so any AI agent can ground its OSS recommendations in fresh, structured, multi-day data.

MCP Server Implementation

鏡 (Kagami)

searchconsole-mcp

Enables automation of Google Search Console tasks, including retrieving search analytics, managing sitemaps and site properties, and inspecting URLs for index status and crawl information.

hive-execute

MCP server for declarative intent execution. Agents submit intents — transfers, swaps, multi-hop routes — and the engine resolves and executes them atomically.

3dpacking-mcp

Enables AI assistants to plan container and truck loads from plain-English shipment descriptions, returning fitted containers, utilization, non-fitting items, and interactive 3D load plans.

RxRelay

Enables consent-first voice coordination for prescription access with a deterministic proof gate, exposing MCP tools to manage cases, attestations, and evidence.

summon-mcp

Self-evolving knowledge graph for AI agents — persistent memory that gets smarter with every interaction.

substack-mcp

Remote MCP server that provides tools to read a Substack user's notes and recent activity when given a public profile name.

Smriti

Local-first persistent memory for AI agents via MCP, enabling semantic search and memory sharing across agents with zero cloud cost and full privacy.

react-render-profile-mcp

Enables AI agents to profile React applications, detect performance bottlenecks, and automatically apply fixes like memoization and code hoisting.

agent-shared-memory

Enables AI agents to share persistent memory via an MCP server using SQLite, supporting multi-tenant, categorized knowledge with TTL and semantic links, without requiring vector databases.

fetch-guard

Fetch URLs and return clean, LLM-ready markdown with metadata and layered prompt injection defense. Configurable timeouts, word limits, JS rendering, and link extraction. All-in-one MCP server + CLI.

Zoom Recordings No-Auth

エンドユーザーが直接認証しなくても、Zoomの録画とトランスクリプトにアクセスできるMCPサーバー。

mcp-slim-proxy

An MCP proxy that minifies tool schemas to reduce context tokens, supporting minify and defer modes for efficient tool access.

3xpl.com JSON API MCP server

3xpl.com JSON APIを使用して48のブロックチェーンからデータをクエリするためのモデルコンテキストプロトコル（MCP）サーバー

timedoctor-mcp

MCP Server for extracting Time Doctor time tracking data via AI assistants.

latex-mcp

An MCP server that enables LLMs to compile LaTeX documents and inspect the resulting PDF, supporting an autonomous write-compile-check-revise loop via a self-hosted Overleaf CLSI instance.

ROS2 Exec MCP Server

Enables execution of ROS 2 CLI commands through the Model Context Protocol, supporting configurable timeouts, working directories, and secure command whitelisting.

ppxc-leads-mcp

Enables AI agents to discover high-intent leads from social media comments (Douyin, Xiaohongshu, Kuaishou) using PPXC's analysis engine, with tools for login, keyword search, and lead management.

Elasticsearch MCP Server

Enables interaction with Elasticsearch clusters for health checks, index management, document CRUD operations, and search via natural language.

qa-automation-mcp-plugin

Enterprise web automation testing MCP server that controls local Chrome via Playwright CDP, providing tools for page element analysis, interaction, dynamic layer exploration, VTable scene graph, test recording, and Shadcn-style Excel export.

google-calendar-mcp

Enables natural language interaction with Google Calendar, including creating, updating, deleting events and managing recurring events through MCP.

MCP Playwright Browser

Exposes Playwright-powered automation tools to AI assistants for navigating web pages, interacting with elements, and extracting structured data. It features specialized scrapers for Indeed and Google Search, along with stealth mode to bypass bot detection.

ppb-mcp

Exposes queryable GPU inference benchmark data (quantization, throughput, VRAM, concurrent users) as tools for LLM clients.

BuiltWith MCP

Enables AI assistants to query BuiltWith's technology detection data directly, supporting natural language questions about website technologies.

Meta-MCP Server

A Model Context Protocol server that wraps multiple backend servers for token-efficient tool discovery via lazy loading. It enables AI models to browse available servers and fetch specific tool schemas on-demand, significantly reducing initial context overhead.

zhihu-mcp

Enables AI agents to search, read, and analyze Zhihu content including questions, answers, comments, and user activities through the MCP protocol.

cinetpay-mcp

MCP server that connects AI assistants to the CinetPay API for mobile money payments across Africa, enabling balance checks, payment initialization, transfers, and more.

warmstart

An MCP server that exposes a verified manifest of a repository's development commands, allowing AI coding agents to instantly learn the correct dev loop without trial-and-error.

MCP-AppleScript

A local MCP server that provides a secure bridge for automating macOS applications like Notes, Calendar, and Mail through AppleScript. It uses template-based execution and policy-based allowlists to enable safe, structured interaction with system tools.