Discover Awesome MCP Servers

MCP Agents Server

Facilitates interaction and context sharing between AI models using the standardized Model Context Protocol (MCP) with features like interoperability, scalability, security, and flexibility across diverse AI systems.

FlowMCP

The world's first AI-to-3D data visualization bridge. An MCP server with 75 tools that lets any AI assistant transform raw data into interactive 3D spatial visualizations via Flow Immersive.

Time MCP Server

Provides current time information and timezone conversion capabilities using IANA timezone names. Enables LLMs to get current time in any timezone and convert times between different timezones with automatic system timezone detection.

mcp-cogview

MCP server for generating images via Zhipu CogView, supporting synchronous and asynchronous generation with progress notifications, plus health check endpoints.

ArXiv MCP Server

Enables AI assistants to search and access arXiv papers through the Model Context Protocol, with local paper storage and research prompts.

MCP PowerBI Controller

Enables Claude to read, analyze, and write directly to local Power BI semantic models and Excel workbooks without exporting to the cloud.

dev-skills

An MCP server that equips AI assistants with specialized, opinionated development playbooks for building microservices, frontends, databases, and DevOps pipelines. It integrates with clients like VS Code Copilot, Claude Desktop, and Cursor to provide battle-tested expertise.

code-rules-mcp

信頼性の高いコードルールをAgentic AIコンテキストに読み込むためのMCPサーバー

Cisco IQ MCP Server

A local MCP server that exposes Cisco IQ's Assets and Assessments REST APIs as read-only MCP tools, enabling AI assistants to query asset inventory, contracts, lifecycle data, security advisories, and field notices.

ai-usage-metrics-mcp

A MCP server for tracking AI usage metrics and structured logs across applications. Monitor model calls, analyze usage patterns, track costs, and debug AI interactions.

Hellō Admin MCP Server

Enables AI assistants to create and manage Hellō applications with full developer context, supporting app creation, updates, secret generation, and logo management through a single unified tool.

@gscalzo/stackoverflow-mcp

A Model Context Protocol server that enables querying Stack Overflow for programming solutions, including search by error messages, tags, and stack trace analysis.

superpowers-mcp

An MCP server that makes superpowers skills available to any LLM that supports the Model Context Protocol.

mcp-openapi-bridge

Bridges any OpenAPI 3.x REST API to Claude Code by automatically generating one tool per endpoint from your spec, with full argument validation and auth support.

ix-memory

Provides Claude with a persistent, auditable memory stored as markdown and YAML files in a private GitHub repo. Enables reading, appending, organizing, and messaging between agent conversations through MCP tools.

Citation Safe

Deterministic legal citation verification for AI-generated legal briefs. Three-layer verification: CourtListener database lookup, quote-match against primary source, and LLM edge-case verification. Free tier available.

MCP RSS

Enables intelligent RSS feed management with AI-powered semantic search, advanced filtering, and a comprehensive reading workflow. Supports OPML parsing, article organization with status tracking, and token-efficient browsing of large feed collections.

youtube-mcp

A lightweight MCP server for reading public YouTube data, offering tools to fetch video transcripts, playlist contents, and video metadata without requiring an API key.

ai-verify-mcp

An MCP server for validating AI-generated code through automated browser testing, evidence collection, and intelligent diagnostics.

figma-mcp

Read-only Figma MCP server that enables design-to-code workflows by talking to the Figma REST API with a personal access token, for use with Claude Code and GitHub Copilot.

everything-slim

Token-optimized MCP server that reduces context window usage by 59.5% by grouping 12 tools into 5 semantic operations, preserving all original functionality for AI assistants.

ChunkTuner

Tools to benchmark chunking strategies for your RAG corpus.

mcp-lock

MCP servers are installed via npx -y @scope/package — which silently downloads the latest version every time your AI tool starts, with no integrity check. mcp-lock fixes this by recording exact tarball hashes on first run and detecting any changes on every run after that — the same guarantee npm ci gives you for Node.js projects.

After Effects MCP

MCP server that lets AI assistants control Adobe After Effects via natural language, enabling composition and layer creation, animation, effects, presets, rendering, and arbitrary ExtendScript execution with Arabic/RTL support.

salonrunner-mcp

Enables AI assistants to find, book, and cancel salon appointments via SalonRunner accounts. Self-hosted for local or remote use.

xfactor

MCP server that connects AI agents to browser DevTools via CDP, enabling real-time access to console logs, network requests, and page state.

go-unifi-mcp

MCP server for UniFi Network Controller enabling AI assistants to manage UniFi infrastructure via natural language. It supports firewall rules, IPv6, and uses lazy/eager tool modes to minimize context usage.

expo-android

MCP server for Android emulator automation via ADB.

Q1-Reviewer-MCP

An MCP server that simulates a ruthless Q1 journal reviewer to analyze academic manuscripts for red flags and generate a formatted .docx decision letter.

SentinelAI MCP Server

Enables secure enterprise AI agents to access internal tools like GitHub, Gmail, Calendar, file systems, databases, and knowledge bases through the Model Context Protocol, with built-in security, audit, and observability.