Discover Awesome MCP Servers

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.

cybersecurity-vuln-mcp

Real-time CVE lookup with NIST NVD 2.0, CISA KEV alerts, EPSS exploitation probability, and MITRE ATT\&CK mappings. 7 MCP tools for AI-powered vulnerability assessment.

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.

FeedMob MCP Server

Enables AI assistants to access the FeedMob Assistant Internal API for managing clients, partners, campaigns, and mobile apps. It provides comprehensive tools for retrieving performance metrics, playbooks, and organizational data through the Model Context Protocol.

Mesh Agent MCP Server

鏡 (Kagami)

voiceroid_daemon-mcp

An MCP server that enables text-to-speech generation and phonetic kana conversion using VOICEROID2 via voiceroid_daemon. It supports customizable voice parameters and provides cross-platform audio playback for synthesized speech.

Multi-File Reader MCP Server

多数のファイルを同時に読み込むためのMCPサーバー

Monsoft MCPs

GitHubでIssueとプロジェクトを管理できるようにする

OpenAPI Schema

ClaudeのようなLLMにOpenAPIスキーマ情報を公開するMCPサーバー。このサーバーにより、LLMはスキーマ全体をコンテキストにロードすることなく、一連の特殊なツールを通じて大規模なOpenAPIスキーマを探索し、理解することができます。

Research Powerpack MCP

Enables AI assistants to perform comprehensive research by searching Google, mining Reddit discussions, scraping web content with JS rendering, and synthesizing findings with citations into structured context.

Databricks MCP Server

Enables AI assistants to interact with Databricks workspaces by hosting secure MCP prompts and tools on Databricks Apps. It allows users to execute Python-based tools using the Databricks SDK and manage prompts through simple markdown files.

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.

OPTIMADE MCP Server

Enables natural language querying of OPTIMADE-compatible material databases like Materials Project and Materials Cloud via the Model Context Protocol. It provides tools for linting query filters, discovering database providers, and accessing full structured data results as MCP resources.

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.

Godot Sentinel MCP

Enables AI assistants to interact with Godot game projects through real-time error detection, automated testing, code analysis, and safe git-based patching. Provides comprehensive project context and development workflow automation for Godot developers.

Sympathy-MCP

An MCP server for managing Incus virtual machines through structured tools for command execution, file management, and snapshot operations. It enables AI agents to puppeteer VMs on a masternode by wrapping the Incus CLI.

mcp-swiss

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

Whoop MCP Server

A secure server that allows Claude Desktop application to access and process Whoop fitness data locally, using OAuth2 authentication to protect user privacy.

Claude Continuity MCP Server

A Model Context Protocol server that provides persistent memory and conversation continuity for Claude Desktop and Claude Code, allowing users to save and restore project context when threads hit token limits.

Frida MCP

Enables AI systems to interact with mobile and desktop applications through Frida's dynamic instrumentation capabilities. Provides process management, device control, JavaScript REPL execution, and script injection for runtime analysis and reverse engineering.

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.

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.

HuLa MCP 服务

🌍 HuLaインスタントメッセージングアプリのMCPサービス

visitbeijing

visitbeijing

Think Tool MCP Server

Anthropicのthinkツールを実装したMCPサーバー