Discover Awesome MCP Servers

codex-microsoft-todo-mcp

A local MCP server that lets Codex and other MCP clients manage Microsoft To Do tasks through Microsoft Graph, supporting listing, creating, updating, and completing tasks.

argus

An agentic QA framework that authors, generates, triages, and self-heals Playwright tests for any web app, usable from Claude Code/Desktop as an MCP server or from CI as a CLI.

rugguard-mcp

MCP server for RugGuard, enabling AI agents to perform pre-trade rug checks on tokens, with paid tools for token scanning and pre-trade verification, and a free metrics resource.

Brand Images → Notion

Enriches Claude with tools to generate brand-consistent images using OpenAI's gpt-image-2 and upload them directly to Notion pages.

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.

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

一个 MCP 服务器，用于访问 Zoom 录音和文字稿，而无需最终用户直接进行身份验证。

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

一个模型上下文协议（MCP）服务器，用于使用 3xpl.com JSON API 查询来自 48 个区块链的数据。

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.

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.

MS SQL Server MCP Server

用于 MS SQL 集成的 MCP 服务器 - 为 Microsoft SQL Server 提供 ModelContextProtocol 支持

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

Mirror of

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.

react-render-profile-mcp

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

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-scholar-mcp

Enables AI assistants to search and analyze Google Scholar publications, authors, citations, and download papers.

AgentMail

为 AI 代理提供即时收件箱。代理/LLM 可以在隔离的收件箱中发送、接收和采取行动。专为 AI 构建，与 Gmail 不同。请访问 agentmail.to 了解更多信息。

mcp-nationalize

Predicts nationality from a first name using the nationalize.io API. Requires no authentication.

@striderlabs/mcp-spotify

MCP server for Spotify that lets AI agents search music, control playback, and manage playlists via the Spotify Web API.