Discover Awesome MCP Servers

Naveen Ayalla

A TypeScript/Node.js MCP toolkit with servers for code search, docs, databases, OpenAPI, Git, and shell-based developer workflows.

Powertools MCP Search Server

Enables LLMs to search through AWS Lambda Powertools documentation across multiple runtimes (Python, TypeScript, Java, .NET) using a Model Context Protocol server.

CloudStack MCP

proof of concept MCP server for apache cloudstack

email

A Model Context Protocol (MCP) server that enables Claude Desktop to manage emails via SMTP and IMAP. Send emails, fetch unread messages, and create draft replies directly from conversations.

json-sanity

Deterministic JSON validation and repair for AI agents. Validates, repairs, schema-checks, and diffs JSON so long-running agents don't corrupt their session state with malformed writes.

MCP Ambassador Server

Centralized authentication, authorization, and audit for MCP tools. One server governs every downstream MCP your organization uses.

FastMCP MySQL Server

A secure and efficient MCP server for MySQL database operations, enabling LLMs to execute SQL queries with read-only access by default and optional write permissions.

llm-file-operations-agent

Enables natural language file operations and intelligent file analysis via MCP, supporting CRUD actions and multi-step reasoning for directory management.

ThinAir Geo

Location & routing intelligence for AI agents — geocoding, truck routing, traffic, weather, and place search.

FinanceNews MCP

Enables AI assistants to search and retrieve real-time financial news from Finnhub via natural language queries.

Cube MCP Server

Enables users to interact with Cube's AI agent for real-time analytics and data exploration through a chat interface. It supports generating data visualizations, performing SQL queries, and analyzing trends using natural language.

google-search-console-mcp

Query Google Search Console search analytics, inspect URL indexing status, manage sitemaps, and analyze keyword performance. 13 tools covering search queries, page performance, sitemap management, and index coverage.

youtube-live-mcp

Enables AI assistants to control YouTube Live Streaming, including creating broadcasts, managing chat, and monitoring stream health via MCP tools.

Jupyter Notebook MCP Server

Provides tools for interacting with Jupyter notebooks, allowing users to read, add, and execute notebook cells. It supports full notebook execution and metadata retrieval through the FastMCP framework.

Documentation MCP

Analyzes codebases to automatically generate README, API docs, architecture diagrams, and CHANGELOG.

mcporacle

Local MCP server for Roo Code that connects to Oracle DB and returns limited set of metadata through secure MCP tools.

ai-testcase-generator-mcp

Generates comprehensive API test plans (positive, negative, and boundary/edge cases) from endpoint metadata using LLMs, and exports them as Excel files.

@meshbrow/mcp-server

MCP server for Meshbrow that gives AI agents full browser automation capabilities with stealth anti-detection, enabling natural language control of browser sessions, data extraction, and multi-browser fleets.

CodeMap MCP

CodeMap is a Roslyn-powered MCP server that lets AI agents navigate C# codebases by symbol, call graph, and architectural fact, instead of brute-force reading thousands of lines of source code. One tool call. Precise answer. No context flood.

네이버 길찾기 MCP 서버

Enables users to access Naver Maps API functionality including directions, place search, geocoding, and reverse geocoding through a Model Context Protocol server.

OpenCart MCP Server

Query and edit your OpenCart store from Claude Code. Products, orders, customers, Journal3 modules, SEO URLs, CMS pages — 36 tools, all through natural language.

Microsoft GitHub Advisory MCP Server

Enables querying GitHub Security Advisories from a local cloned advisory database using tools like list_advisories and get_advisory.

ddg-search-mcp

DuckDuckGo Search MCP Server. Scrapes DuckDuckGo Lite directly — no API key required, no rate limits, robust anti-bot protection.

data-seattle

Enables querying Seattle open data from data.seattle.gov via the Socrata SODA API.

AFFiNE MCP Server

Enables interaction with AFFiNE workspaces through GraphQL API to manage documents, search content, handle comments, and access version history. Supports comprehensive workspace operations including document publishing, comment management, and user authentication via session cookies or personal access tokens.

cql-mcp

Enables interaction with Cassandra/Scylla databases via CQL, supporting read-only and unrestricted read/write operations through MCP tools.

Lucius

An MCP server for Allure TestOps that enables AI agents to manage test cases, defects, test plans, and other test management entities with clear, easy-to-use tools and helpful error guidance.

LinkedIn Content Creation MCP Server

Enables creation of optimized LinkedIn posts using a component-based design system with variants, themes, and composition patterns. Supports multiple post types (text, document, poll, video, carousel) with research-backed optimization for maximum engagement.

reasonix-feishu-mcp

MCP server for Feishu/Lark API integration, enabling AI agents to send messages, manage groups, create and edit documents and spreadsheets, and search knowledge bases.

Code Graph Context

Builds rich code graphs from TypeScript/NestJS codebases using AST analysis and Neo4j, enabling semantic search, natural language querying, and intelligent graph traversal to provide deep contextual understanding of code relationships and dependencies.