Discover Awesome MCP Servers

Vapi MCP Server

Enables integration with Vapi's voice AI platform to manage assistants, create and schedule phone calls with dynamic variables, and manage phone numbers through function calling.

Tabular Document Retriever MCP

Transforms CSV and Excel data into Markdown-formatted vector embeddings stored in a local ChromaDB instance for semantic search. It enables MCP clients to retrieve relevant tabular data through single-row, batch, or free-text queries.

MCP MySQL Server

Enables full control database operations on MySQL through natural language commands. Supports querying, data manipulation, table management, backups, and system administration with comprehensive SQL execution capabilities.

spotify-direct-mcp

A FastMCP server that exposes Spotify's catalog and user context as tools for Claude, enabling track search, audio features, artist discography, recommendations, currently playing, and playlist creation.

NetSuite MCP Server by CData

NetSuite MCP Server by CData

NocoDB MCP Server

Enables AI agents to interact with NocoDB databases for managing tables, records, views, and file attachments. Supports advanced queries, bulk operations, and full CRUD functionality for storing operational data.

Unosend MCP Server

Enables AI assistants to send emails and SMS messages through the Unosend API. It also supports email validation, domain management, and contact list operations via natural language commands.

Weather MCP Server

Enables users to fetch current weather conditions for any city worldwide and display weather information as native system notifications on macOS. Provides human-readable weather data including temperature, conditions, humidity, wind speed, and atmospheric pressure.

Luxxon

On-demand live vision MCP for AI agents — open a session at a lat/lng, receive a JPEG snapshot or WebRTC stream, settled per-second in USDC on Base. Four tools (get_session, get_frame, get_stream_url, cancel_session); currently Base Sepolia testnet.

mcp-swiss

Swiss open data MCP server — transport, weather, geodata, companies, etc,. Zero API keys.

MCPGate

MCPGate aggregates multiple MCP servers into a single unified endpoint, enabling centralized tool management with granular filtering, automatic namespacing, and observability. Features a real-time web dashboard and optional PostgreSQL-backed audit trails for monitoring and controlling AI tool access across local and remote deployments.

Tusk Drift MCP

Enables AI assistants to search, analyze, and debug application API traffic captured by Tusk Drift, including HTTP requests, database queries, distributed traces, latency metrics, and error rates.

SongSage

SongSage is a Model Context Protocol (MCP) server that connects BirdNET-Analyzer-Sierra with Claude Desktop, enabling natural language interaction with bioacoustic data for wildlife monitoring and conservation research.

B&R Automation Studio MCP Server

Enables AI assistants to interact with B\&R Automation Studio projects by building code, running ARsim simulators, and reading or writing OPC UA variables. It facilitates industrial automation development and real-time variable integration through natural language commands.

Bitso MCP Server

Enables access to Bitso cryptocurrency exchange data through comprehensive withdrawal and funding transaction tools. Features production-ready authentication, caching, and complete API integration for monitoring exchange activities.

Gen AI Lyrics Search Agent

A generative AI agent that searches song lyrics across the web and returns results formatted for mobile apps, built with MCP.

geminicli-mcp

A stateless MCP server that wraps the headless Gemini CLI, providing tools to send prompts to Google's Gemini models and receive text responses. It supports both simple prompts and prompts with contextual information.

dataHill

Enables interactive data analysis using a real IPython kernel with session management, supporting CSV/Excel/JSON loading, code execution, and variable monitoring.

onchain-safety-mcp

MCP server that provides AI agents with crypto token safety checks (honeypot, liquidity, rug risk) and alpha signals (smart money buys, fresh rug radar) across PulseChain, Monad, Base, and BSC.

Review MCP Server

Enables Claude to perform thorough code reviews by integrating with Codex and Gemini CLIs to provide senior-level feedback on code quality, security, performance, and best practices. Supports reviewing code snippets, individual files, or entire directories with automatic detection of available review tools.

Claude Code MCP - Agent Orchestration Platform

Orchestrates multiple Claude Code agents across iTerm2 sessions with process-level isolation, enabling collaborative AI development workflows on multiple codebases with task-based inter-agent communication and persistent state management.

konbu

MCP server for a self-hostable personal planner — exposes memo, todo, calendar event, and cross-resource full-text search tools so Claude, Cursor, or any MCP client can manage your schedule and notes in natural language.

Avanza-MCP

MCP server for Avanza portfolio monitoring and trading, supporting regular and stop-loss orders, paper trading, and live order placement through an authenticated TUI session.

@saperly/mcp

MCP server for Saperly that enables AI agents to provision phone numbers, place calls, send SMS, and manage credentials via 36 tools backed by the Saperly API.

MCP テンプレート

MCPサーバーのテンプレート模索

Synapse — GEO Growth Layer

The GEO check every vibe coder runs before they launch. MCP server that lints, auto-fixes, and tracks how AI agents discover any product. 6 tools — geo_check, geo_fix, geo_track_init, geo_prompts, geo_status, geo_corpus_query.

Mcp Unity Manager Server

he MCP Unity Manager Server is a TypeScript powerhouse that lets you control Unity Editor programmatically through the Model Context Protocol (MCP). Built to work seamlessly with the Unity Bridge Asset, it's your gateway to automating Unity tasks like a pro.

Excel MCP Server

A Model Context Protocol server that provides tools for reading, updating, filtering, and visualizing Excel data through a simple API.

OMOPHub MCP Server

Provides AI agents with instant access to 10M+ OMOP medical vocabulary concepts for searching, mapping, and navigating clinical codes across SNOMED, ICD-10, RxNorm, LOINC, and more.

repo-context

Read-only repository context explorer for coding agents. Provides repository exploration tools via CLI or MCP adapter.