Discover Awesome MCP Servers

USDC MCP Server

Enables AI agents and LLMs to interact with USDC API endpoints through a standardized Model Context Protocol interface. It provides tools for efficient async handling and seamless integration of USDC functionalities into automated workflows.

Cloud Translation API MCP Server

An MCP (Multi-Agent Conversation Protocol) Server that enables AI agents to interact with Google's Cloud Translation API for translating text between languages.

AdsTurbo Creative MCP

A local-only MCP server for AI video ad planning. It helps AI agents build video ad briefs, hooks, UGC scripts, storyboards, variation plans, script reviews, and AdsTurbo-ready prompts without calling AdsTurbo internal services.

Obsidian Todos MCP Server

Enables AI assistants to manage tasks within an Obsidian vault by listing, adding, and updating todos via the Local REST API. It allows users to create new todos in daily notes and retrieve task statistics through natural language.

vibe-debug

Enables coding agents to use a real debugger (Python via debugpy) for launching, attaching, setting breakpoints, stepping through code, inspecting stack frames, and evaluating expressions through MCP tools.

Simple Animal Data MCP Server

A basic Model Context Protocol server that provides static information and facts about cats, dogs, and birds. It enables users to retrieve general animal data through Claude Desktop using either local stdio or HTTP transport.

MCP Sampling Demo

Demonstrates how to implement sampling in MCP servers, allowing tools to request LLM content generation from the client without requiring external API integrations or credentials.

3D Asset Processing MCP

Enables processing, validation, optimization, and analysis of 3D models with glTF/GLB support, including format conversion, compression (Meshopt/Draco), texture optimization, and detailed model statistics.

McpLLMServer

A FastAPI-based MCP server that enables LLM agents to interact with Ollama models through standardized MCP tools, with optional MySQL and Redis integration for data persistence and caching.

notebooklm-mcp

Bridges Claude Code/Cowork with Google NotebookLM for AI-powered research, source analysis, chat, and content generation through a structured tool interface.

MCP Midjourney

Enables AI image and video generation using Midjourney through the AceDataCloud API. It supports comprehensive features including image creation, transformation, blending, editing, and video generation directly within MCP-compatible clients.

Relay MCP Server

Provides cross-chain bridge and swap tools for AI agents using the Relay Protocol to interact with multiple blockchain networks. It enables agents to query supported chains, obtain transaction quotes, and generate unsigned transaction data for token transfers and swaps.

Vendor Risk Assessment MCP Server

Enables AI-powered vendor risk assessment using AWS Titan, allowing users to evaluate individual vendors, compare multiple vendors, and get industry risk benchmarks through natural language queries.

CLARA MCP Server

A hybrid pulmonary radiology diagnostic backend that provides MCP agent skills for vision inference, clinical RAG, report synthesis, and escalation, with multi-layer security.

SharePoint MCP Server (Certificate Auth)

Enables secure interaction with Microsoft SharePoint using certificate-based authentication. Provides 14 tools for managing documents, folders, metadata, and extracting content from various file types including PDF, Word, and Excel.

Bilibili MCP

Enables searching for Bilibili videos through a standardized MCP interface, returning video information including title, author, view count, and duration with pagination support.

PT-MCP (Paul Test Man Context Protocol)

Provides comprehensive codebase analysis and semantic understanding through integrated knowledge graphs, enabling AI assistants to understand project structure, patterns, dependencies, and context through multiple analysis tools and format generators.

jaeger-mcp-server

Enables to interact with Jaeger distributed tracing system through the MCP protocol. Supports querying traces, services, and operations via natural language.

redteam-mcp

A penetration testing MCP server that runs 20 hacking tools inside a Kali Linux Docker container, enabling AI assistants to execute security scans and attacks via natural language.

question-market

MCP server for question.market prediction markets on Algorand. Enables market browsing, wallet onboarding, and trading through natural language.

MCP ScreenCatch

Enables Claude Desktop to capture screenshots through an interactive region selection interface, automatically saving timestamped images to a configurable directory for analysis and documentation.

bhe_mcp

Connects LLMs to BloodHound Enterprise for natural language attack path analysis, Cypher queries, and exploration of Active Directory, Azure/Entra ID, and OpenGraph environments.

ContextVM MCP Bridge

Enables LLMs to interact with ContextVM services (Event Sourcing + FSM + DDD) by translating Model Context Protocol requests to DVM commands over Nostr, allowing AI agents to manage domain entities and workflows.

swarm-mcp

An MCP server that provides access to Foursquare Swarm check-in data, enabling AI assistants to query check-in history, stats, top venues, and venue details.

scheduler-mcp

Self-hosted scheduler using Notion as control plane and Docker container with SQLite ledger, executing scheduled notifications, scripts, and LLM agents with MCP tools.

Metrx MCP Server

An MCP server for Metrx — provides tools for construction, healthcare, logistics, manufacturing, and legal mid-market businesses to query and analyze their operational data via AI.

Code Context Engine

Indexes your codebase so AI coding agents can search instead of re-reading files, saving up to 94% of tokens.

Haruspex

MCP server exposing the Haruspex stock-analysis API, headline scores (0-100), score history, batched watchlist scores, stock search, and recent news for US-listed

ClickUp MCP Server (Enhanced Fork)

Enables AI assistants to manage ClickUp tasks, dependencies, time tracking, documents, and workspace organization via natural language, with enhanced task dependency features and improved reliability.