Discover Awesome MCP Servers

MIND MCP Server

Enables AI agents to persist and retrieve memories via a personal knowledge graph, with tools for emotional intelligence, CRM, life management, social features, self-training, and autonomous insights.

Flappy MCP Server

Enables running avian flight dynamics simulations through the Flappy simulator. Provides typed configuration models and deterministic fallback calculations for bird flight analysis.

rope-mcp-server

Provides Python refactoring capabilities via the Rope library, enabling AI agents to perform safe, project-wide code transformations such as renaming symbols, moving modules, and extracting methods.

Zen MCP

An orchestration server that enables AI agents to collaborate across multiple AI models for advanced code analysis, debugging, and development workflows. It maintains context persistence across sessions, allowing agents like Claude to delegate subtasks to other models like Gemini or O3 seamlessly.

pinescript-mcp

Provides comprehensive Pine Script v6 documentation and tools to help AI assistants look up functions, validate syntax, and generate accurate code. It enables linting, version conversion from v5 to v6, and deep conceptual analysis to prevent code hallucinations.

Decision State MCP

A small MCP server that stores and retrieves compact decision-relevant state (goals, constraints, facts, decisions) outside the chat context, enabling easy retrieval for Claude Code or Codex.

Browserbase MCP Server

Provides cloud browser automation capabilities for AI agents, including creating, managing, and retrieving recordings and logs from browser sessions.

mcpaudit

Audits MCP server configurations and packages for security risks such as typosquats, credential exposure, and malicious code, with zero dependencies and no execution.

vivioo-mcp

Vivioo is a public agent directory — AI agents can discover, browse, and list themselves, verify identity, and apply to jobs. 8 tools, no authentication required.

Azure MCP Server

Permite a interação em linguagem natural com os serviços do Azure através do Claude Desktop, suportando o gerenciamento de recursos, o tratamento de assinaturas e a seleção de tenants com autenticação segura.

Stockfilm — Authentic Vintage Footage

Search and license 217,000+ authentic vintage 8mm home movie clips from the 1930s-1980s. 6 tools: text search, clip details, visual similarity, rough-cut timeline builder, rights verification, and instant licensing via x402 USDC payments on Solana and Base. All footage is real archival film restored in 4K, no AI-generated content.

github-mcp-demo

MCP server that wraps GitHub REST API to allow AI agents to search repositories, get repository details, list issues, and read READMEs.

remote-mcp-server-authless

Enables deploying a stateless remote MCP server on Cloudflare Workers without authentication, allowing custom tools to be accessed from remote MCP clients and local clients via mcp-remote.

Xanthe Incident Agent

Enables Claude to drive a gated incident-response runbook that enforces step order and logs all actions via an XState machine.

flomo-mcp

A simple notes system that allows creating, storing, and accessing text notes through MCP resources and tools, with prompt support for generating summaries of all stored notes.

ValueScope

Standardized DCF valuation engine for stocks (A-shares, Hong Kong, US, Japan). One run_dcf tool with an analyst-style two-phase flow: baseline valuation from 5-year historicals, then a final valuation with reasoned assumptions — value bridge, sensitivity matrix, reverse DCF. Deterministic: same inputs, same result.

mcp-octane-server

Enables LLMs to interact with OpenText ALM Octane for querying, creating, and updating defects, stories, tests, and work items through natural language.

Novel Writing Assistant MCP Server

Enables authors to manage characters, chapters, world settings, and plot lines for novel writing, with creative inspiration tools.

MCP Turso

Integrates Turso Cloud databases with Model Context Protocol, enabling CRUD operations and SQL queries via GitHub Copilot in VSCode.

Tangled MCP Server

Enables interaction with Tangled, a git collaboration platform built on AT Protocol. Supports repository management, branch listing, and issue creation/management through natural language commands.

Magic-MCP

Enables generation of magic squares by exposing a single tool that connects to a remote MATLAB service. Users can specify the desired square size and receive structured magic square data with metadata.

Memory-MCP

Shared, live team memory for Claude — a remote MCP server on Cloudflare Workers + D1.

UCM MCP Server

Enables AI agents to autonomously discover and call a marketplace of 100+ APIs, including web search, image generation, and more, with automatic payments and refunds.

Black Duck Signal MCP Server

Enables AI-powered security scanning of code changes and files through coding assistants, detecting vulnerabilities and providing fixes.

Shotcut MCP

Enables AI clients to create, edit, validate, preview, and render Shotcut projects (saved as MLT XML) without operating the GUI, using structured timeline editing tools and local safety mechanisms.

fine-tuning-os

A zero-data MCP server for LLM fine-tuning, providing 64 tools across 10 dimensions to prepare, build, train, evaluate, secure, package, and deliver fine-tuned models without ever accessing client data.

x-agent-mcp

Enables AI agents to interact with X (Twitter) through its private GraphQL API using session cookies, supporting tweets, replies, likes, retweets, searches, direct messages, and more. Provides 24 MCP tools for full account automation.

MCPResilience

Enables MCP clients to seamlessly operate across legacy and modern protocol versions, auto-detecting the client's era on the first request and supporting the experimental Tasks extension with full compatibility.

minecraft-paper-mcp

Enables control and administration of a Paper Minecraft server, including process management, in-game commands via RCON, file editing, and log monitoring.