Discover Awesome MCP Servers

Claude Imagine

A visual UI builder that enables Claude to create and update web interfaces in real-time by sending HTML updates to a browser through an MCP server with WebSocket communication.

MCP Indexer

Enables semantic code search across multiple repositories using natural language queries. Provides intelligent code discovery, symbol lookups, and cross-repo dependency analysis for AI coding agents.

File System Utility MCP Server

Enables interaction with the local file system and retrieval of system information. Provides tools for listing directories, reading files, getting current time, and basic greeting functionality.

drp-compliance

Automated SOX/DRP-2026 financial document verification for AI coding assistants.

OSV

The server can be utilized for secure development by listing all packages' CVEs, their affected versions and their fix versions.

twitter-mcp

Enables AI assistants to interact with Twitter/X using session cookies. Supports posting, searching, managing tweets, viewing trends, and user profiles.

galaxy-maps-mcp

Enables validation, saving, publishing, and inspection of Galaxy Maps courses from local JSON files via Firebase integration.

GameDev-MCP-Server

Open-source, engine-agnostic MCP server shared by Unity-MCP, Godot-MCP, and Unreal-MCP.

MetaMCP Admin MCP

Enables AI agents to administer MetaMCP instances by managing servers, namespaces, endpoints, and API keys across multiple deployments. Supports full CRUD operations, bulk server imports, cross-instance cloning, and granular tool management through MetaMCP's tRPC API.

crypto-reverse-mcp

A Model Context Protocol (MCP) server that detects cryptographic algorithms, identifies obfuscation, reconstructs standalone implementations, generates SDKs, and bypasses anti-debugging.

mcp-osv-dev

MCP server for querying Google's Open Source Vulnerabilities (OSV) database. Enables vulnerability lookups by package, version, commit, or ID using natural language via Pipeworx gateway.

Sozio Thin

Enables reproducible analysis of 100 curated Swiss open-data resources by searching profiles, materializing PXWeb data, validating and executing SQL, and formatting reproduction details, with reasoning delegated to the MCP client.

Yield Agentic Hub

Policy-gated MCP execution for AI agents—ShadeGuard, x402, signed receipts, no custody. 16 tools, 18 chains.

cc98-mcp

cc98-mcp enables AI assistants to search, read, and aggregate posts from the Zhejiang University campus forum CC98, using official read-only API tools.

universal-memory-mcp

Provides any AI CLI tool with long-term memory using a three-tier architecture (sensory, short-term, long-term) for cross-session persistence, fully local and private.

TrackLab MCP Ultimate Edition

Turns any AI assistant into a physiological AI running coach by abstracting fitness APIs and exposing 70+ structured analytical MCP tools based on endurance models.

Morrow Desk MCP Server

Enables operators to manage support desk operations, including case queues, customer relationships, and communications, through an agent-first MCP interface with exact lifecycle and authorization controls.

kube-mcp-operator

Exposes Kubernetes microservice APIs as MCP services by injecting a sidecar into annotated deployments.

Cloudflare Playwright MCP

A server that leverages Playwright for automated browser testing and integrates with Cloudflare Workers, enabling AI assistants to control web browsers for navigation, interaction, and screenshots.

material-web-mcp

Provides programmatic access to Material Web documentation and components for AI agents, enabling documentation search, template generation, and HTML validation.

KappaML MCP Server

Exposes the KappaML API as tools for AI assistants, enabling user management, model operations, predictions, learning, forecasting, metrics, and checkpoint management.

mysql-mcp-server

Enables natural language interaction with MySQL databases through MCP, supporting SQL execution, schema exploration, and database management via tools, resources, and prompts.

Tripo CN MCP Server

Integrates Tripo China's 3D AI generation capabilities into the MCP ecosystem, enabling AI agents to create 3D models from text or images, manage tasks, and perform animation pipelines.

mymlh-mcp-server

Enables AI assistants to securely access MyMLH user profiles, education, employment history, and other data via OAuth-authenticated HTTP.

Archive Search

Enables semantic search across conversation archives via MCP, allowing AI clients to retrieve relevant past conversations using vector embeddings and text fallback.

agent-inbox-mcp

MCP server that lets AI agents manage an Agent Inbox queue via natural language. It supports listing pending items, adding new URLs with notes, and marking items as reviewed or deleted.

PaidSync MCP Server

Connects Google Ads, Meta Ads, and LinkedIn Ads to AI assistants, enabling natural language ad campaign management, reporting, and optimization across platforms.

portainer-mcp

Enables managing Docker containers and Portainer resources through natural language, supporting stack deployment, container operations, and environment monitoring.

knowledge-base-mcp

A lightweight personal knowledge base MCP server that lets clients store, search, organize, and summarize research notes from a local JSON file.