Discover Awesome MCP Servers

rf-log-mcp

An MCP server for analyzing Robot Framework test results. It provides LLMs with tools to parse, summarize, and search through test execution logs from XML or JSON output files.

Gemini Omni MCP

FastMCP server for Google's gemini-omni-flash-preview video model, enabling text-to-video, image-to-video, and video editing with stateful interactions and batch generation.

vibecheck

Agent-native "safe to ship?" security gate for AI-generated code. Uses real parsers and inter-rocedural taint analysis (JS/TS, Python, Go) to flag the classes AI coding agents get wrong — secrets, SQL injection, SS, SSRF, path traversal, command injection, weak JWT/CORS — and ranks findings by confidence. Exposes a scan tool over MCP.

mcp-odoo-jsonrpc

MCP server for managing Odoo ERP tasks, timesheets, and wiki pages via JSON-RPC protocol. Supports restricted and full trust modes for secure AI assistant access.

coserial

Enables humans and AI agents to collaboratively control serial ports via MCP tools or Web UI, with real-time data sharing across all participants.

yinxiang-mcp

MCP server for Yinxiang (Evernote China) that enables notebook listing, note search, creation, and retrieval with automatic Markdown to ENML conversion.

OriginLab-MCP

Enables controlling OriginLab Origin through MCP to read and write worksheets, build and style multi-panel graphs, and export figures, reporting what Origin actually did rather than what it was asked to do. Works from macOS or Linux against Origin running in a Windows VM.

storybook-renderer

MCP server to query and render the Doggie UI design system's Storybook documentation, enabling component search, URL rendering, and natural language questions.

claudeai-mcp-bridge

Bridges your claude.ai authorized connectors (Slack, Atlassian, Gmail, Google Calendar) to any MCP client, enabling use of those tools without credential setup.

Atmosphere777

MCP server for a self-hosted indoor/outdoor weather station, providing real-time weather, forecasts, alerts, and indoor temperature/humidity data through five MCP tools.

pi-controller-mcp

MCP server for managing Raspberry Pi K3s clusters via AI assistants like Claude Code.

Torna MCP Server

Enables interaction with Torna API documentation management platform, allowing users to manage API documents, dictionaries, and modules through natural language commands.

air-quality-mcp

Provides real-time air quality data (US AQI, PM2.5, PM10, ozone, NO2, SO2, CO) for any city via natural language, using free Open-Meteo data and a single tool.

graphify

Persistent memory MCP server for Claude Code that stores decisions and summaries locally, enabling Claude to recall past context across chats.

MCP PDF Reader

A Model Context Protocol server that enables the extraction of text, metadata, and embedded images from PDF files. It provides tools for searching text with context, reading specific pages, and counting total pages within a document.

MCP SQL Server Pro

Provides direct SQL query access to Microsoft SQL Server databases with full CRUD operations, enabling AI assistants to execute queries, modify data, and manage database objects through a simplified interface.

NASA MCP Server

A Model Context Protocol (MCP) server that provides access to NASA's Astronomy Picture of the Day (APOD) API.

PrismSRE

PrismSRE is an AI-powered Kubernetes troubleshooting agent that uses Google's Gemini models and the Model Context Protocol to provide autonomous diagnostics and real-time insights for cluster issues. It features a glassmorphism dashboard and secure read-only access to pods, logs, and deployments.

yt-intel MCP Server

Enables MCP clients to query YouTube channel health, diagnose video performance, full-text search transcripts, and vet topics/scripts directly from an editor or chat interface.

SINTEGRA: ES

Enables read-only consultation of SINTEGRA ES tax data from official sources via a hosted MCP server, with pay-per-use credits.

Bullet MCP

MCP server for the Bullet API, enabling management of tasks, notes, and events through natural language across various MCP clients.

RescueTime MCP Server

Provides access to RescueTime productivity data including daily summaries, activity tracking, productivity trends, category breakdowns, and hourly analysis to help understand and optimize time usage patterns.

Pulse

Enables AI agents to investigate and manipulate live network simulations via MCP, including protocol debugging and fault injection.

verified-ai-free-tiers

Verified AI free-tier limits, quota comparisons, commercial-use verdicts and zero-cost workflows. Every entry carries a human-checked verification date and is re-checked by a daily link patrol.

HubSpot

표준화된 인터페이스를 통해 AI 모델이 HubSpot CRM 데이터 및 운영과 상호 작용할 수 있도록 지원하여 연락처 및 회사 관리를 지원합니다.

agentkey

AgentKey is the execution layer between AI agents and the real internet. One MCP install gives your Claude / Cursor / n8n agent unified access to web search, scraping, and 20+ social platforms — no API juggling, one bill.

Steam MCP

A read-only Model Context Protocol server for Valve's public Steam Web API and storefront. Ask about your friends and games, playtime and achievements, plus account-independent things like sales, reviews, live player counts, Steam Deck compatibility, discovery, and recommendations — bring your own free Steam API key.

Jenkins to GitHub Actions MCP Server

Converts Jenkins declarative pipelines into GitHub Actions workflow YAML files, facilitating migration from Jenkins to GitHub Actions CI/CD.

DSH Cowork MCP

An MCP server that gives any agent read/write access to office documents and Jupyter notebooks, with stable cell and shape addresses, bounded windows, and safety safeguards.

Finance MCP Server

Turns a personal-finance SQLite database into typed, schema-validated tools that an AI assistant can call directly, letting you manage accounts, transactions, budgets, debts, investments, tax estimates, and goals through natural language.