Discover Awesome MCP Servers

AI Content Detector

Enables detection of AI-generated content from ChatGPT, GPT-4, and Gemini models through the BACH AI Content Detector API.

Wireshark MCP Server

Enterprise network analysis platform that enables AI-powered packet analysis, threat detection, and network security capabilities through Claude Desktop integration.

nrs_llm

An MCP server for ROS 2 environments that connects via rosbridge WebSocket, enabling topic/service introspection, publish/subscribe, service calls, robot connectivity checks, and polishing pipeline operations.

feriadosapi

Feriados Brasileiros direto no seu agente de IA, consulte feriados nacionais, estaduais e municipais

gemini-skill

MCP server to control Gemini web interface via CDP for AI image generation, chat, and image extraction.

UMBRAXON/kya-hub

Read-only MCP server bridging the public UMBRAXON KYA-Hub HTTP API. Exposes tools to fetch tiers/health, certificates, reputation, CRL metadata, and to verify certificate/delegation-pass payloads.

vibetrader-mcp

Enables AI assistants to trade stocks directly through natural language by creating and managing bots, executing trades, accessing market data, and backtesting strategies.

chord-synth

Generates chord progression WAV files with 28 presets, 22 arpeggio patterns, 7 instruments, and drum tracks via MCP tools like generate_wav and list_options.

hypertool-mcp

Proxies to all of a user's MCPs and allows them to expose dynamic toolsets of tools from those servers to improve context and tool-usage.

snowstorm-mcp-server

Enables AI assistants to look up, search, validate, navigate hierarchies, and expand value sets for SNOMED CT clinical terminology through the Model Context Protocol.

SSH MCP Server

A Model Context Protocol server that allows LLMs to securely execute shell commands on remote Linux and Windows systems via SSH. It supports password and key-based authentication, command timeouts, and sudo elevation for administrative tasks.

Notes MCP Server

Enables note management (create, read, update, delete, list) through MCP, with advanced features including real-time WebSocket communication, performance optimization, security, and monitoring.

mcp-doctor

Diagnose, secure, and benchmark your MCP servers. Zero-config CLI for Claude Code, Cursor, VS Code, and Windsurf.

CMMS MCP Server

Integrates with MES, CMMS, and IoT systems to manage manufacturing operations, maintenance tasks, and asset tracking. It enables users to query production orders, create maintenance records, and monitor real-time sensor data and alerts.

Infercnv-MCP

Provides a natural language interface for inferring Copy Number Variations (CNVs) from scRNA-Seq data using the infercnvpy framework. It enables users to perform data preprocessing, CNV inference, and visualization through chromosome heatmaps, UMAP, and t-SNE plots.

Trade-MCP

Enables trading automation through Zerodha Kite Connect API, allowing users to place buy/sell orders and fetch holdings via MCP tools accessible to Claude Desktop and other MCP-compatible clients.

OpenSearch Logs MCP Server

Enables querying OpenTelemetry logs stored in OpenSearch across development and production environments. Provides tools for searching logs by various criteria including free-text Lucene queries, trace IDs, service names, error levels, and specific fields.

trazabilidad-mcp

MCP server that exposes code tracing capabilities including journey flows, HTTP seams, and findings from indexed projects, allowing AI assistants to query software architecture.

Google Drive MCP Server

MCP server for interacting with Google Drive using a service account, restricted to a specific root folder. Supports file operations like search, list, create, update, and read.

ComfyUI MCP

MCP server that connects local ComfyUI to AI agents, enabling natural language control of ComfyUI for creating workflows, generating images, and managing the queue.

Sandbox Agent

Enables code execution in isolated Docker containers with persistent IPython, Node.js, or R kernels, supporting file import/export and cross-session transfers via MCP tools.

coros-mcp

A Model Context Protocol (MCP) server that fetches sleep, HRV, and training data from the unofficial Coros API and exposes them to AI assistants like Claude, enabling natural language queries about fitness metrics and workout management.

Ruby Lambda Template

Lambda Ruby 应用演示 MCP 服务器 (Lambda Ruby yìngyòng yǎnshì MCP fúwùqì)

Renesas FSP MCP Server

Enables search and management of Renesas FSP documentation, code examples, API references, and dependencies for RA MCU development.

Oracle MCP Server

Provides flexible access to Oracle databases for AI assistants like Claude, supporting SQL queries across multiple schemas with comprehensive database introspection capabilities.

hAIve MCP

Enforces team knowledge and workflow policies for AI coding agents by providing context, decisions, and gates before code changes are made.

Youtube2Text

A powerful text extraction service that converts YouTube video content into clean, timestampless transcripts for content analysis, research, and processing workflows.

dakera-mcp

Self-hosted MCP-native agent memory server. Gives AI agents persistent, decay-weighted memory via 83 MCP tools — no cloud, full control. RocksDB+HNSW backend. Works with Claude Code, Cursor, and any MCP-compatible agent.

Context Management System

Enables AI development tools to maintain context across chat sessions with automatic branching, progress tracking, and TODO management for different tasks.