Discover Awesome MCP Servers

SuperMemory MCP

SuperMemory is an MCP-first learning memory layer for agents. It helps Claude, Cursor, and other MCP clients reuse validated lessons from prior failures, corrections, and outcomes without saving full transcripts.

Clinical Trials AI MCP

Clinical Trials AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

hf-trending-mcp

An MCP server that tracks trending AI models, datasets, and spaces on Hugging Face.

agent-coordination-mcp

Experimental MCP server for coordinating CLI agents across projects using file-based task boards and assignment tracking.

MalwareAnalyzerMCP

Enables malware analysis through terminal command execution with specialized tools including file type detection, string extraction, hexdumps, and disassembly operations. Provides process management with configurable timeouts for safe analysis workflows.

MCP Python Code Navigation Server

Provides tools for Python code navigation, analysis, and refactoring, including finding definitions, references, and symbol lists. It enables automated tasks such as renaming symbols and organizing imports to enhance AI-driven development.

Issue Tracker MCP

Enables seamless Jira issue and sprint management directly from the terminal or IDE without context switching. Supports full issue lifecycle operations including creation, updates, and search, plus sprint planning, commenting, and project analytics through natural language commands.

claude-bridge-mcp

An MCP server that exposes your local Claude Code CLI over HTTP+SSE, enabling any MCP-compatible client to use your Claude Code MAX/PRO subscription remotely.

mcp-gitpro

A context-efficient GitHub MCP server designed for AI agents to manage repositories, issues, pull requests, and actions directly via cloud workflows. It focuses on a compact tool surface to minimize context waste while providing comprehensive read and write coverage without requiring a local Git CLI.

Z-Image Studio

A local text-to-image generation server that enables AI agents to generate images, manage models, and browse history using the Z-Image-Turbo model. It supports hardware acceleration across NVIDIA, Apple Silicon, and AMD GPUs via multiple MCP transport protocols.

Bookmark Manager MCP Server

Lets you save, tag, and search bookmarks directly from Claude Code using natural language commands, with persistent storage in a local JSON file.

gurufocus-mcp

MCP server that exposes GuruFocus financial data to AI assistants via 50+ tools for stocks, gurus, insiders, politicians, and economic data with token-efficient TOON format support.

OneLogin MCP Server

Enables managing users, apps, roles, authentication, and security settings through natural language, providing comprehensive access to the OneLogin API.

Airbnb MCP Server

Enables searching for Airbnb listings and retrieving detailed property information including pricing, amenities, and host details without requiring an API key.

Canvas MCP

Enables AI agents to interact with Canvas LMS and Gradescope, allowing users to query courses, assignments, modules, calendar events, and find relevant resources using natural language.

wezterm-agent-mcp

Enables orchestration of multiple AI coding agents (Claude Code, Gemini CLI, etc.) in isolated Wezterm panes, allowing one agent to spawn, monitor, and communicate with others across projects.

NewRelic MCP Server

A comprehensive MCP server providing over 26 tools for querying, monitoring, and analyzing NewRelic data through NRQL queries and entity management. It enables interaction with NewRelic's NerdGraph API for managing alerts, logs, and incidents directly within Claude Code sessions.

github-workflow-mcp

Automates GitHub workflows (branch creation, testing, commit/push, PR) through natural language instructions in Claude Code.

rag-mcp

An MCP knowledge server that enables saving and retrieving memory across sessions, with tools to ingest text, URLs, YouTube, and files, and perform semantic search.

Customer Registration MCP Server

Enables creating and managing customer records via an external API with Bearer token authentication, supporting required fields (name, email, phone) and extensive optional data including addresses, UTM parameters, and tags.

filezop

Exposes file system operations to AI clients via MCP, enabling secure read, write, and management of files and folders.

remote-mcp-server-authless

Enables deployment of a remote MCP server on Cloudflare Workers without authentication, allowing connection to AI Playground and local MCP clients like Claude Desktop.

ShiLiu MCP Server

Enables digital human (avatar) creation, voice cloning, and video generation through ShiLiu API, compatible with any MCP client.

Sociality MCP

Social media analytics, post insights, and competitor benchmarking for AI agents.

Remote MCP Server (Authless)

Enables deployment of MCP servers on Cloudflare Workers without authentication requirements. Allows users to create custom tools accessible via remote MCP clients like Claude Desktop or Cloudflare AI Playground.

aula-mcp

This server enables MCP clients (LLMs) to access data from the Danish school platform Aula, such as messages, schedules, and child profiles, by authenticating via MitID and running locally.

Webots MCP Server

Enables real-time monitoring and control of any Webots robot simulation, providing access to robot state, sensors, camera feeds, and simulation controls (pause, resume, reset) through natural language.

rawthink

Persistent memory for Claude Code — hybrid search, knowledge graph, session lifecycle.

GABI MCP Server

An MCP server that exposes GABI functionality, allowing users to run queries against a target endpoint with proper authentication.

Fund Dashboard MCP Server

Enables AI agents to manage and analyze personal investment portfolios, including fund and stock holdings, net value tracking, XIRR calculations, penetration analysis, and backtesting.