Discover Awesome MCP Servers

codecortex

Persistent codebase knowledge layer for AI agents. Pre-digests codebases into structured knowledge (symbols, dependency graphs, co-change patterns, architectural decisions) and serves via MCP. 28 languages, 14 tools, ~85% token reduction.

teradata-mcp-poc

Enables natural language interaction with Teradata databases through Claude, allowing data exploration, profiling, and in-database KMeans clustering via MCP.

Aegis-ZK

On-chain trust verification for AI agent tools. Agents query skill attestations, audit levels, and risk scores before running third-party MCP servers, so you know what's safe before you execute.

tar-engine

Audits AI agent skills for safety using static, semantic, adversarial, and supply-chain analysis, providing scores and risk flags. Can be run via CLI, CI, or as an MCP tool from Claude Code, Cursor, and Codex.

Yunaq GAC MCP Server

Provides comprehensive IP and domain security intelligence, enabling analysis of IP addresses and domains for threat and reputation information.

multi-account-gmail-mcp

A local-first MCP server for managing multiple Gmail accounts with separate OAuth grants, supporting search, retrieval, labels, drafts, and attachments while deferring direct send and destructive actions for safety.

TrainingPeaks MCP Server

Enables AI assistants like Claude to interact with TrainingPeaks, allowing users to query workouts, build structured intervals, track fitness trends, and add comments through natural language, with automatic secure login.

Union MCP

Một máy chủ MCP cho phép các mô hình Claude sử dụng các tác vụ, quy trình làm việc và ứng dụng Union như các công cụ trong các cuộc trò chuyện.

Manos MCP

A Model Context Protocol server for ad-hoc UI testing of Android and iOS apps, enabling LLM agents to interact with mobile app UIs and react to observations.

iikocloud-mcp

MCP server that exposes 236 iikoCloud API methods across 22 domains as configurable tools, supporting multi-tenancy with credentials passed through transport channels (HTTP headers or environment variables) for security.

New Relic MCP Server

Enables natural language access to New Relic for monitoring, querying, and managing dashboards, entities, alerts, and deployments via the Model Context Protocol.

whoopmcp

A read-only MCP server for the WHOOP API v2 that lets you query and analyze your own recovery, sleep, strain, cycles, and workout data. Note: currently a pre-alpha scaffold with stubbed internals.

youtube-research-mcp

Enables AI assistants to research YouTube videos by collecting captions, comments, and channel information for analysis and comparison.

Korean Assembly Speech MCP

Enables search and retrieval of speech turns from Korea's National Assembly records using Korean or English natural-language queries, with citation-ready context and tools for exploring committees and meetings.

J-SQUAD TradingView MCP Combined

A comprehensive MCP server that integrates TradingView Desktop automation, screener API, Yahoo Finance, IDX/BEI tools, backtesting, news sentiment, trade math, and market sessions. It enables traders to perform technical analysis, backtest strategies, manage positions, and automate TradingView tasks through natural language.

VeoMCP

Google Veo AI video generation with text-to-video, image-to-video, multi-image fusion, 1080p upscaling, and multiple quality/speed models.

Trello MCP Server

Enables seamless integration between Claude and Trello via Nango authentication. Allows managing boards, lists, cards, comments, and attachments through natural language commands with complete Trello API coverage.

GammaRips Options Intelligence

Anti-firehose options-flow data for AI agents: curated daily pool, features, realized outcomes.

Java Inspector

Decompiles Maven dependencies into readable Java source directly inside your AI agent.

netdisk-mcp-server

MCP server for cloud storage operations enabling browsing, file transfer, offline download, and multi-platform resource search for Quark and 115 drives.

envmgr-mcp-server

通过SSH和浏览器访问管理多套命名环境的MCP服务器，提供环境列表、SSH命令执行和浏览器凭据获取功能。

censtatd-hk

Enables querying Hong Kong Census and Statistics Department open data via natural language or direct tool calls through the Pipeworx gateway.

meta-mcp

Enables AI assistants to manage Instagram and Threads accounts — publish content, handle comments, view insights, search hashtags, and manage DMs through the Meta Graph API.

WiseVision/mcp_server_ros_2

Public implementation of MCP for ROS 2 enabling to interact with system visible various robots, capable of: List available topics List available services Call service Subscribe topic to get messages Publish message on topic and more

Hashcat MCP Server

A Model Context Protocol server that provides intelligent hashcat integration for Claude Desktop, allowing users to crack hashes, analyze passwords, and perform security assessments directly from Claude conversations.

Yandex Webmaster MCP Server

MCP server for Yandex Webmaster API v4.1 with 37 tools covering indexing, search queries, diagnostics, recrawl, sitemaps, links, and important URL monitoring.

MCP Server Example

A complete working example of Model Context Protocol servers that exposes tools and functions over streamable HTTP, allowing AI assistants like Cursor to access capabilities such as web search via Tavily.

R Econometrics MCP Server

Provides econometric modeling capabilities through R, enabling AI assistants to perform sophisticated analyses including linear regression, panel data models, instrumental variables regression, and diagnostic tests.

FlightDB

FlightDB aggregates flight data from ADS-B Exchange, one of the largest unfiltered ADS-B data sources, combined with official aircraft registry records. Unlike FlightRadar24, FlightAware, or Planefinder, FlightDB gives you unfiltered access to full flight histories with deep per-aircraft analytics you won't find elsewhere.