Discover Awesome MCP Servers

Log Analyzer MCP Server

An MCP server for intelligent log analysis providing semantic search, error pattern clustering, and smart error detection. It enables users to process, vectorize, and query local logs to efficiently identify issues and generate AI-powered summaries.

hunter-mcp

Find email addresses for people at companies and verify email validity using the Hunter.io API.

universal-db-mcp

Enables AI assistants to query and analyze databases using natural language through MCP and HTTP API. Supports 17+ databases and integrates with 55+ platforms.

web-perception-mcp

A DOM-first, vision-second MCP server for webpage analysis, combining structural DOM extraction with MiniMax vision to provide accurate, context-rich page understanding for AI coding assistants.

Enterprise License Manager API

MCP Server for Google's Enterprise License Manager API, allowing users to manage licenses for Google products in an enterprise setting through natural language.

browser-for-claude

Gives Claude control of a real, headed Chromium browser via Playwright, enabling web navigation, clicking, typing, screenshots, and JavaScript evaluation.

M365 MCP

MCP server for Microsoft 365 via the Microsoft Graph API, providing read-only access to profile, calendar, email, Teams chats, OneDrive files, and meeting transcripts from any MCP client.

Numera MCP

Enables MCP clients to inspect, read, and write Numera workbooks locally without a browser, supporting .numera.json, .json, .csv, and .xlsx files.

zepp-mcp

MCP server that reads Zepp/Amazfit health and workout data, exposing tools for daily summaries, sleep, heart rate, and workout details to any MCP client.

Eternal Cluster MCP

A satirical MCP server that diagnoses Kubernetes incidents through theological doctrine and provides real kubectl remediation steps.

PyForge IDE

Enables Python code execution in a sandboxed environment with virtual file system management and pip package installation capabilities.

PostgreSQL MCP Server

Enables natural language interaction with PostgreSQL databases, supporting query execution, schema management, data operations, user management, and database maintenance with secure remote access via HTTP/SSE transport.

MCP Server for VS Code

Enables AI assistants to interact with VS Code for language intelligence, debugging, and code execution.

Annal

Semantic memory server for AI agent teams. Stores, searches, and retrieves knowledge across sessions using pluggable vector backends with local ONNX embeddings, exposed as an MCP server.

BioNext-mcp

Enables bioinformatics analysis through natural language conversations with Claude Desktop, automatically generating and executing Python scripts to produce HTML reports and visualizations.

Grove

An open-source MCP server that makes your Obsidian vault accessible from any AI client with hybrid search, read/write, and graph analysis capabilities.

google-services-mcp

MCP server that gives AI agents direct access to Google services including Gmail, Calendar, Drive, and more, with multi-account OAuth support. Enables reading and sending email, managing calendar events, and interacting with Google files through natural language.

glpi-mcp

Enables AI assistants to manage GLPI inventory, tickets, and CIA security fields via its REST API.

Motion MCP Server

Bridges Motion's AI-powered calendar and task management platform with LLMs using the Model Context Protocol. It enables users to manage tasks, projects, and schedules through natural language conversation on desktop, web, and mobile.

Zügli MCP Server

Provides real-time Swiss railway information including departures, connections, train composition, occupancy forecasts, disruptions, and pricing, accessible via natural language in over 100 languages.

sens

Provides MCP tools for Claude Code to query a project's codebase via a compact index, reducing token usage and context bloat by enabling symbol lookup, usage tracking, and dead-code detection.

HackerOne MCP

Connects Claude to the HackerOne Hacker API, enabling program listing, scope retrieval, report management, and balance checks via natural language.

RAPT.io MCP Server

Enables monitoring and controlling KegLand RAPT fermentation chambers and RaptPill hydrometers through the RAPT.io API, including temperature control, PID configuration, and telemetry retrieval.

Weather Query MCP

Un servicio MCP sencillo que permite a los usuarios consultar las condiciones climáticas de ciudades de todo el mundo a través del asistente de Cursor AI.

kiro-ibmi-mcp-bridge

Bridges AI with IBM i systems for source code management, SQL queries, and schema inspection via MCP.

email-mcp-server

sending mail automatically

korea-investment-mcp

Provides real-time Korean stock market data, including stock prices, rankings, investor trends, and derivatives, via the Korea Investment & Securities OpenAPI. Enables AI models to query and analyze Korean financial data through natural language.

paper-search-mcp

A MCP server for searching and downloading academic papers from arXiv, PubMed, bioRxiv, and more. It integrates with LLMs like Claude Desktop for paper discovery.

Image Processor MCP Server

A powerful Model Context Protocol (MCP) server for image processing, designed to empower AI models with advanced image manipulation capabilities.

FGCLIP-MCP

MCP server for FG-CLIP embedding services enabling multi-modal similarity computation for text and images.