Discover Awesome MCP Servers

MapSpring MCP Server

Enables enterprise database schema exploration and Spring Boot code generation (MyBatis, JPA) through MCP, supporting both online DB connections and offline DDL parsing.

Context Optimizer MCP Server

Provides AI coding assistants with context optimization tools including targeted file analysis, intelligent terminal command execution with LLM-powered output extraction, and web research capabilities. Helps reduce token usage by extracting only relevant information instead of processing entire files and command outputs.

WhatsApp MCP Server

An MCP server that connects Claude and other LLM clients to WhatsApp via the Baileys library. Enables sending and receiving messages, listing chats, downloading media, and more.

Verantyx Vera MCP Server

Provides LLM agents with hallucination-free external memory and knowledge tools, including ask, remember, forget, math, and code reasoning, with deterministic, traceable outputs.

Memory MCP

Provides persistent AI agent memory using a local vector database for long-term semantic storage and short-term session scratchpads. It enables low-latency memory operations including search, storage, and bulk management without external cloud dependencies.

Viral Shorts

An MCP server that enables discovery and analysis of trending YouTube Shorts using natural language. It provides tools to track viral metrics like Views Per Hour (VPH), identify niche trends, and summarize video content through the YouTube Data API.

canvas3d-mcp

Enables AI agents to create, render, and validate 3D scenes, 2D art, and games in HTML canvas using Three.js, WebGL, or Canvas 2D, with multi-angle screenshots, structured validation reports, and interactive playtesting.

northwoods-pack

Deploys a sovereign personal AI harness on your Cloudflare account, providing identity, memory with provenance, and a chat interface, plus MCP tools for external AI assistants to access your persistent memory and conduct contract.

MCP UJI Academic Server

Enables querying academic data from Universitat Jaume I, including subjects, degrees, locations, and schedules, via MCP-compatible clients.

Financial Modeling Prep MCP Server

Provides access to Financial Modeling Prep's comprehensive financial data API, enabling real-time stock quotes, company fundamentals, financial statements, market insights, analyst data, and technical indicators directly in Claude Desktop.

IA02 MCP Server

A Model Context Protocol server that provides todo management via stdio, local HTTP, and public HTTPS transports, enabling agents to add, list, and complete tasks, and includes a daily standup skill.

mcp-confluence-context

Enables searching and retrieving Confluence pages, listing children, and updating pages as drafts, integrating Confluence documentation as context in Claude Code.

Research Agent MCP

A multi-model research agent platform supporting Claude, Gemini, and OpenAI models with web search capabilities, thinking-enabled features, and citation support for advanced research workflows.

@h2-papers/mcp-server

Enables searching and retrieving molecular hydrogen medical literature from H2 Papers database, with per-paper safety notes always included in results.

Hubstaff MCP

Enables access to Hubstaff team time tracking, daily activities, screenshots, and custom reports through the Hubstaff v2 API. Supports automatic authentication refresh and pagination for managing organizations, projects, tasks, and member data.

GitHub PR Helper

一个 MCP 服务，可以使用 GitHub CLI 创建 GitHub Pull Requests 并添加代码审查评论，无需手动处理身份验证和权限。

Tailscale MCP Server

Enables interaction with the Tailscale API to manage devices, ACLs, keys, and DNS configurations directly from MCP clients like Claude Desktop or Raycast.

mcp-opcode

MCP server for opcode gasless trading API, enabling agents to perform trades, logins, and account operations through a sign-then-submit flow without holding private keys.

siu-guarani-mcp

MCP server for querying SIU Guaraní Autogestión from the Docente profile, providing read-only access to teaching periods, courses, exam boards, and student lists via CLI or MCP tools.

openwhispr-transcribe

Provides tools for local meeting speaker analysis and hybrid cloud transcription, supporting resumable transcription and alignment.

Redmine MCP Server

Enables AI assistants to find and manage Redmine tickets via the Redmine REST API, supporting issue listing, details, updates, and comments.

uploadcheck

Thin MCP wrapper over the hosted UploadCheck API to quality check videos, podcasts, and clips before upload.

Webots MCP

Full-access MCP server for the Webots robot simulator that enables AI assistants to see, understand, and modify a running simulation, including scene-tree inspection/editing, robot control, viewport screenshots, and arbitrary code execution.

asian-etf-mcp

Exposes Asian ETF Tracker data (HK, A-Share, Taiwan, South Korea, US) as tools for LLM agents, enabling market discovery, performance analysis, and momentum tracking.

SonicWall MCP Server

Enables intelligent analysis of SonicWall firewall logs through natural language queries. Provides real-time threat detection, network security monitoring, and log analysis with support for both SonicOS 7.x and 8.x versions.

pentest-mcp-extended

An MCP server that extends kali-mcp with cloud (AWS/Azure/GCP), API/GraphQL/JWT, OSINT, container/K8s, IaC/SAST, mobile, binary analysis, and reporting tools, all accessible via an HTTP MCP endpoint.

iso27001-mcp

Turn Claude into an ISO 27001 compliance assistant — controls, risk register, policies, evidence tracking, SoA generation, and full audit workflows in one local encrypted MCP server.

Bridge Suite MCP Server

Gives AI agents full access to IntelliJ IDE by running terminal commands, triggering builds, pushing notifications, and querying project context through a single MCP server with specialized plugins.

mcp-notify

Sends push notifications from AI assistants to your mobile device. Supports Claude, Cursor, Windsurf, and more.

reaper-dev-mcp

Provides reference documentation for REAPER development, including ReaScript API, JSFX programming, and ReaWrap API, with tools to search and query function information to prevent redundant token usage.