Discover Awesome MCP Servers

Iconify MCP Server

Provides access to Iconify's 200,000+ open source vector icons from 200+ icon sets, enabling search, browsing, and retrieval of icon data with framework usage examples.

GitHub PR Reviewer

Enables reviewing GitHub pull requests via ChatGPT, including listing PRs, viewing diffs, posting comments, approving, and requesting changes.

Glassdoor Reviews API

Extracts Glassdoor employer reviews and returns them as structured JSON, usable as an MCP tool in AI agents.

Public Interest MCP

A collection of three no-key MCP servers that provide public data including global weather forecasts, food product facts, and open procurement summaries via standard protocols.

Complexity Source MCP

Read-only MCP server providing AI access to verifiable web, GitHub, and local sources, plus a managed fantasy entity catalog, with strong security and provenance tracking.

FM8 MCP Server

Enables AI assistants to control Native Instruments FM8 synthesizer parameters through MIDI CC messages, allowing natural language programming of FM synthesis sounds including operator routing, frequency ratios, and modulation matrix settings.

Math Agent with Microsoft Word and Gmail Integration

用于数学代理的 MCP 服务器，集成 Microsoft Word 和 Gmail

CellarTracker MCP

Connects Claude to your CellarTracker wine cellar, enabling natural language queries for inventory, drinking recommendations, purchase history, and tasting notes.

Vara MCP Server

A Model Context Protocol (MCP) server that provides onchain tools for AI applications like Claude Desktop and Cursor, allowing them to interact with the Vara Network.

Homra Heartbeat 2.0

A Python-based MCP server and React dashboard designed for system monitoring and automated notifications via PushPlus and Notion. It enables users to deploy a secure heartbeat tracking system with real-time updates through SSE.

AESP MCP Server

Enables AI agents to execute vault payments under explicit human control via policy-gated tools (balance checks, deposits, redemptions, transfers) with human review escalation for risky actions.

osrs-wiki-mcp

Provides read-only access to Old School RuneScape Wiki data, returning structured content with source provenance via MCP tools for searching pages, items, monsters, quests, shops, and drop sources.

KnowAir Weather MCP Server

Provides real-time weather, air quality, forecasts, and astronomical information via Caiyun Weather API.

MCP Codebase Server

MCP server for semantic codebase navigation that builds an AST index of symbols, imports, and exports, providing AI agents with tools to search, explore, and understand code.

podcastindex-mcp

MCP server for the Podcast Index API — search podcasts, track appearances, monitor trending shows, check feed health

mcp-server-ladybug

Enables AI Assistants and IDEs to interact with LadybugDB graph databases using Cypher queries.

common_mcp

Provides system information through a single tool that returns platform details, Node version, architecture, current time, and uptime. Optionally includes hostname when specified in the request.

Support Ticket Validator

Validates support ticket data by checking required fields and returning a structured completeness status.

droplinked MCP Extension

Enables read-only discovery and verification of products across droplinked's KYB-attested merchant network via tools for inventory, merchant, and brand attestation lookups.

Korean Patent MCP (KIPRIS)

MCP server that enables searching Korean patents, trademarks, and designs via KIPRIS Plus open APIs. Supports keyword, advanced, applicant, and rightholder searches with detailed bibliographic lookup.

Python MCP Server Examples

A collection of Python-based Model Context Protocol servers that extend AI assistant capabilities with tools for calculations, AWS services (S3 and RDS), and PostgreSQL database operations.

mcp-localization-engine

An MCP server that provides comprehensive localization data for 174 locales, enabling AI agents to generate culturally-adapted multilingual content.

Flask-MCP-Plus

Flask-MCP-Plus enables developers to create MCP servers using Flask, with support for defining tools, resources, and prompts with automatic schema generation and type safety.

iTerm MCP

Controls iTerm2 terminal sessions with multi-pane support, allowing parallel command execution, session management, and role-based access for AI orchestration.

McpEye 智守

A Linux server inspection MCP system that allows managing servers via web backend, performing SSH-based health checks, and querying server status through natural language.

UE5 MCP Server

Bridges AI assistants to Unreal Engine 5 editor, enabling direct manipulation of levels, actors, Blueprints, and Animation Blueprints through natural language commands.

GLM Subagent MCP

Enables Claude Code to use GLM (Zhipu) as a cheap, full-capability subagent for file editing, code generation, and bash commands, with automatic routing between Opus and GLM based on task complexity.

@cyanheads/smithsonian-mcp-server

Enables searching 14.5M Smithsonian Open Access objects, retrieving CC0 images, and exploring museum collections via MCP with 6 tools.

huddora-omp

Enables AI agents to collaborate in shared rooms with people, managing room presence, message delivery, and automatic agent registration via MCP tools.

custom-chrome-dev-mcp

Enables MCP clients to drive your already-open Chrome browser like a human, using 45 tools for navigation, perception, capture, and trusted input that pages receive as genuinely user-generated.