Discover Awesome MCP Servers

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.

Databricks MCP Server

Enables interaction with Databricks workspaces using On-Behalf-Of authentication to test connectivity, retrieve user information, and perform operations on behalf of authenticated users.

SVGR MCP Server

Converts SVG content into React components with configurable options including TypeScript generation, React Native support, optimization, and formatting through SVGR.

Dedalus MCP Documentation Server

Enables AI-powered querying and management of documentation through markdown file serving, keyword search, and OpenAI-based Q\&A capabilities. Supports document indexing, analysis, and agent handoffs with rate limiting protection.

mcp-yapi-server

Enables direct integration with YApi API documentation platform in MCP-compatible editors like Cursor, allowing users to query API details, list interfaces, and search endpoints by simply pasting YApi URLs.

Ruby Lambda Template

Demonstração de um aplicativo Lambda Ruby demonstrando servidores MCP.

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.

Youtube2Text

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

GUARDRAIL: Security Framework for Large Language Model Applications

GUARDRAIL - MCP Security - Gateway for Unified Access, Resource Delegation, and Risk-Attenuating Information Limits

SkillFlow MCP Server

Connects AI coding agents to the SkillFlow marketplace to search, discover, and retrieve detailed information about agent skills. It enables users to browse trending skills, categories, and publisher data directly through MCP-compatible environments.

NCP MCP Server

Enables conversational management of Naver Cloud Platform infrastructure through Claude Desktop, allowing users to create, query, and manage cloud resources like servers, VPCs, load balancers, and databases using natural language.

MCP Server with SSE and Bearer Authentication

A TypeScript implementation of a Model Context Protocol server that uses Server-Sent Events for real-time communication and Bearer Token authentication to enable secure interaction with LLM clients like Claude Desktop.

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.

cesium-mcp

AI-powered 3D globe control via Model Context Protocol. Connect any MCP-compatible AI agent to CesiumJS — camera, layers, entities, spatial analysis through 19 natural language tools.

Context Management System

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

Sprintra

AI-native project management with persistent memory for coding agents. 17 MCP tools for features, stories, sprints, architecture decisions, knowledge base, and session tracking.

Reconnaissance Blind Chess MCP Server

Enables humans and LLMs to play Reconnaissance Blind Chess (a chess variant with limited vision) locally against AI bots or remotely on the official RBC server at rbc.jhuapl.edu.

JMAP MCP Server

JMAP MCP Server

MCP DNS

A Model Context Protocol tool that provides DNS querying capabilities for various record types (A, AAAA, MX, TXT, CNAME, NS, etc.) through a standardized MCP interface.

ai-scheduler-mcp

Um servidor MCP compatível com SSE para agendamento, utilizando as APIs Google Tasks e Google Calendar.

Remote MCP Server on Cloudflare

A serverless implementation of Model Context Protocol on Cloudflare Workers that enables connecting AI assistants like Claude to custom tools without authentication.

AI Content Detector

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

Firebase App Check MCP Server

An MCP server that enables interaction with the Firebase App Check API, allowing users to verify and manage the authenticity of requests to Firebase backend services through natural language.

idescat-mcp

Provides access to Catalonia's statistical data via the IDESCAT Tables API v2. It enables users to navigate catalogs, inspect metadata, and query data with territorial filters and resolved labels.

Aluvia

The Aluvia MCP server exposes browser session management, geo-targeting, and account operations as Model Context Protocol tools for AI agents.

bluebubbles-mcp

Enables interaction with iMessage through a BlueBubbles server, allowing users to read, search, and send messages directly from MCP clients. It supports comprehensive chat management features including reactions, group chat moderation, message scheduling, and contact lookups.