Discover Awesome MCP Servers

Weavatrix

Provides a dependency graph of any local repository with tools for change impact, transitive dependents, health audits, and more, enabling AI coding agents to see structure and refactor safely.

@cyanheads/reliefweb-mcp-server

An MCP server to search and retrieve humanitarian reports, disasters, jobs, training, and country profiles from ReliefWeb via STDIO or Streamable HTTP.

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.

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.

link-mcp-server

Enables AI coding assistants to extract screenshots, DOM content, and structured frontend analysis from public links, including Axure prototypes.

fallclaim-mcp

Exposes tools for fold operations and κ-band analysis, enabling interaction with the 7-prime spine and fold operations in any MCP client.

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.

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.

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

mcp-mikrotik

MCP server for managing MikroTik RouterOS devices, enabling reading device state and performing guarded write operations such as setting identity via natural language.

llm-mcp-server-template

Projeto modelo para o desenvolvimento de um servidor LLM-MCP.

censtatd-hk

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

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。

HIRA Disease MCP

Enables searching and retrieving Korean disease information and statistics from the Health Insurance Review and Assessment Service (HIRA) using Claude.

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.

honest-calendar-mcp

A local MCP server that provides read/write access to Google Calendar without data passing through third parties, enabling AI assistants to manage events directly via the Google Calendar API.

sqlserver

Enables AI assistants to query, analyze, and manage SQL Server databases through natural language via the Model Context Protocol.

TS-MCP-Server

A TypeScript template for building MCP servers, enabling developers to create custom tools for AI assistants like Claude.

MCP Agent Mail

A coordination layer for coding agents that provides identities, message threading, and searchable history. It features file reservation leases to prevent agents from overwriting each other's work in multi-agent environments.

scholar-mcp

Multi-source academic paper search, citation graph exploration, and PDF download as an MCP server, designed for LLM agents doing research.

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.

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.

mcp-msgdump

Zero-dependency MCP server and CLI that proxies, inspects, and analyzes JSON-RPC message streams between MCP clients and servers.

Polymarket MCP Tool

A Model Context Protocol server that enables interaction with Polymarket prediction markets through Claude Desktop.

RPG Maker MV MCP Server

Enables AI assistants to act as co-developers for RPG Maker MV projects, providing full database CRUD, map and event editing, plugin management, playtest control, and automatic backups.

mcptool

A drop-in MCP proxy that aggregates multiple backend servers into two meta-tools for efficient tool discovery and execution. It enables AI clients to access hundreds of tools while minimizing context window usage through searchable indexing.

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.

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.