Discover Awesome MCP Servers

Bulkhead

Provides cascading content protection for AI coding assistants by detecting and redacting PII, secrets, prompt injection, and system prompt leakage before they reach LLMs.

Datadog MCP Server

A comprehensive read-only MCP server for Datadog, providing 117 tools to query logs, APM, metrics, monitors, dashboards, SLOs, and more, with zero write capabilities for safe AI integration.

cortex-memory

Captures project memory automatically across AI coding sessions, injecting relevant context into CLAUDE.md for zero-context-loss sessions.

MCP Security Framework

Enables creation of secure-by-default MCP servers with 5-layer validation to protect against injection, path traversal, and other attack vectors.

cueapi-mcp

Official MCP server for CueAPI. Schedule agent work on a cron, report write-once outcomes with evidence, and gate handoffs with verification from any MCP host.

LPC MCP Server

Enables AI assistants to understand and query LPC codebases through natural language, using a language server for hover info, definitions, references, and diagnostics.

firegex-mcp

MCP server that exposes Firegex — a CTF regex/proxy firewall — to LLM tooling like Claude Desktop or Claude Code.

ShippingRates

Ocean container shipping intelligence for AI agents — D\&D tariffs, freight rates, vessel schedules, port congestion, inland haulage across 6 major carriers. 24 MCP tools.

Google Docs & Gmail MCP Server

Enables appending text to Google Docs and creating Gmail drafts with interactive approval via terminal.

antigravity-review-mcp

AI-powered code review using Zhipu GLM. It gathers git diffs and source context to provide focused code reviews.

MCP Foundry

Automatically generates, validates, and deploys remote MCP servers from natural language descriptions, with a web dashboard for management.

mailbox-mcp

Give your AI tools access to your email. Search, read, send, and manage messages across multiple accounts without leaving your terminal.

Semantic Scholar MCP Server

A comprehensive Model Context Protocol server that provides AI assistants with direct access to Semantic Scholar's academic database, enabling advanced paper discovery, citation analysis, author research, and AI-powered recommendations.

mcp-db-explorer

A Model Context Protocol (MCP) server that exposes tools for exploring and querying SQLite and PostgreSQL databases. It allows Large Language Models (LLMs) to inspect table structures, perform statistical profiling, generate entity-relationship diagrams, and execute queries safely.

@lumiastream/mcp

An MCP server for Lumia Stream that lets AI assistants trigger commands, set light colors, fire alerts, run text-to-speech, and read/write variables via the local REST API.

YugabyteDB MCP Server

An MCP server implementation that allows Large Language Models to directly interact with YugabyteDB databases, supporting table listing and read-only SQL queries.

butter-code-health

Enables AI assistants to analyze code health in TypeScript/JavaScript projects, providing tools to run analysis, start a dashboard, and get summaries.

CV Writer MCP Server

A research-driven MCP server that uses 20+ years of psychological research to generate scientifically-optimized CVs tailored to any job and cultural context.

Atlassian Bitbucket MCP Server

Atlassian Bitbucket 자가 호스팅 Bitbucket 서버용 MCP 서버

Monad NFT Analytics MCP

A server that retrieves NFT-related data on the Monad testnet, allowing users to check NFT holders, calculate portfolio values, view collections, and track top-selling NFTs by volume and sales across different time periods.

mcp-server-test

MCP 서버 테스트 저장소

Recipe Research MCP Server

Enables recipe search, storage, and meal planning using TheMealDB API. Provides comprehensive recipe discovery, automatic recipe collection management, and custom meal plan creation with detailed cooking instructions and ingredients.

AgentSkills MCP Server

Provides AI tools with access to real-time web search, automated code reviews, and detailed Korean business information through the AgentSkills API. It enables users to perform structured searches, analyze code for security and performance, and retrieve Korean company financial data.

Zerodha Integration

Multi-Cloud Plugin 프레임워크를 사용하여 Zerodha의 거래 플랫폼을 Claude AI와 통합하여 사용자가 Claude를 통해 직접 Zerodha 거래 계정과 상호 작용하여 주식 거래 및 뮤추얼 펀드 운영을 수행할 수 있도록 합니다.

Neo4j Agent Memory MCP Server

Enables AI agents to store, retrieve, and connect information in a Neo4j graph database as persistent memory, with semantic relationships, natural language search, and temporal tracking across conversations.

mcp-apple-notes

An MCP server that enables LLM agents to list, read, create, update, delete, and search Apple Notes on macOS.

vision-reader

Enables reading images (diagrams, screenshots) directly via the model's own vision, with no external API key needed, and can extract embedded images from .doc/MHTML documents.

Leadloadz

Fetch fresh leads and verify emails in one MCP server

trae-cn-mcp

MCP server that integrates with Volcengine's coding API to enable AI-powered chat, file read/write, and command execution via OpenClaw.

Systematic Reasoning AI MCP Server

Enforces a structured reasoning cycle with mandatory reflection and searchable memory, transforming AI agents into deliberate, learning-based thinkers.