Discover Awesome MCP Servers

Excel MCP Server

Enables AI assistants to perform Excel file operations (create, read, write, format) without requiring Microsoft Excel installation.

Knowledge Base MCP Server

Enables AI assistants to manage a personal markdown-based knowledge base with natural language interactions. Supports creating, searching, updating, and organizing notes across categories like people, recipes, meetings, and procedures.

Apifox Filter MCP Server

Precisely filter and fetch API documentation from Apifox or any OpenAPI URL, reducing context bloat by fetching only needed endpoints.

transit-mcp

MCP server for Japanese public transit journey planning with interactive map UI, enabling station search, route planning, and departure lookups via natural language.

Interactive Voice MCP Server

Enables voice-based interactions with Claude by converting text to speech using Kokoro TTS and transcribing user responses using NVIDIA NeMo ASR, creating interactive voice dialogues.

SSH MCP Server

Enables managing Ubuntu/Linux servers through natural language by establishing SSH connections and executing remote commands. Supports real-time command execution and output through Claude Desktop or Cursor IDE.

Weather MCP Server

Provides real-time weather information for major South Korean cities using the Open-Meteo API. It enables users to check current temperature, humidity, and weather conditions for locations like Seoul and Busan without requiring an API key.

Synology Docker MCP Server

Enables managing Docker containers and Docker Compose projects on Synology NAS via SSH, with auto-privilege escalation and full compatibility with Synology Container Manager.

drp-compliance

Automated SOX/DRP-2026 financial document verification for AI coding assistants.

NanoBanana MCP

Generates AI images using Google Imagen directly in Claude Desktop, with automatic saving and support for multiple images and custom aspect ratios.

OSV

The server can be utilized for secure development by listing all packages' CVEs, their affected versions and their fix versions.

Porkbun MCP Server

Exposes the Porkbun v3 API as MCP tools for AI agents to manage domains, DNS, SSL, URL forwarding, and account settings.

Avro MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Avro (beta): https://www.cdata.com/download/download.aspx?sku=JNZK-V&type=beta

MCP Indexer

Enables semantic code search across multiple repositories using natural language queries. Provides intelligent code discovery, symbol lookups, and cross-repo dependency analysis for AI coding agents.

File System Utility MCP Server

Enables interaction with the local file system and retrieval of system information. Provides tools for listing directories, reading files, getting current time, and basic greeting functionality.

blob-storage

A lightweight MCP data broker that stores large binary payloads under a UUID, enabling MCP clients and agents to exchange massive results without flooding the LLM context window.

MCP Math Server

A Mathematical Computation Protocol server providing 286 mathematical functions across multiple domains with flexible transport options (STDIO/HTTP) and streaming capabilities.

BCB Meios de Pagamento MCP

Provides access to Brazilian Central Bank open data on payment methods, including PIX, card transactions, and more, through natural language queries.

Cloudflare Playwright MCP

A server that leverages Playwright for automated browser testing and integrates with Cloudflare Workers, enabling AI assistants to control web browsers for navigation, interaction, and screenshots.

material-web-mcp

Provides programmatic access to Material Web documentation and components for AI agents, enabling documentation search, template generation, and HTML validation.

KappaML MCP Server

Exposes the KappaML API as tools for AI assistants, enabling user management, model operations, predictions, learning, forecasting, metrics, and checkpoint management.

mysql-mcp-server

Enables natural language interaction with MySQL databases through MCP, supporting SQL execution, schema exploration, and database management via tools, resources, and prompts.

article-research-mcp

Multi-source article and tutorial research for agent planning, providing deduplicated ranked briefs from dev.to, Hacker News, and configurable RSS feeds with optional LLM scoring.

kube-mcp-operator

Exposes Kubernetes microservice APIs as MCP services by injecting a sidecar into annotated deployments.

MCP Server

A Multi-Agent Conversation Protocol Server for the BrowserBase API, auto-generated using AG2's MCP builder, enabling interaction with browser automation functionalities through structured agent conversations.

poly-cloud-mcp

Unified MCP server for managing cloud resources across AWS, Google Cloud, Azure, and DigitalOcean by wrapping their CLI tools.

Swedish Law MCP

Enables querying Swedish statutes, provisions, case law, preparatory works, and EU law cross-references from any MCP-compatible client.

mcp-arcgis-lorain

Enables searching and querying Lorain County, Ohio open geospatial datasets including parcels, addresses, zoning, and public works via ArcGIS Feature Services.

BindCraft MCP

Model Context Protocol server for protein binder design using BindCraft via Docker, enabling structure prediction, sequence optimization, and scoring.