Discover Awesome MCP Servers

AgentShare Price API

AgentShare delivers structured product search and pricing signals for AI agents over REST and MCP (Streamable HTTP). Responses include freshness & coverage metadata so agents can reason about data recency. API keys secure billed endpoints; public discovery at /agent.json and /mcp.json. Currently integrates connected marketplaces and affiliate feeds – roadmap expands to global e-commerce (AliExpre

japan-ux-mcp

Provides Japanese UX conventions as an MCP server to help AI generate correct Japanese UI elements like proper name order, furigana, phone formats, and polite language. It includes tools for form generation, validation, keigo suggestions, and cultural adaptation for developers building Japanese-facing products.

Asta MCP Servers

Provides MCP wrappers for Allen AI's Asta research tools, enabling AI agents to manage local document collections and perform deep literature searches. It supports automated report generation, PDF text extraction, and research hypothesis synthesis.

Alpaca MCP Gold Standard

A comprehensive MCP server for professional trading operations with Alpaca, providing 31 tools for account management, market data, order execution, custom strategy execution, and advanced portfolio analytics with intelligent position classification.

PrimeNG MCP Server

Provides access to PrimeNG component documentation and generates code examples. Supports searching components, retrieving documentation, and creating practical usage examples for Angular UI development.

Qiniu MCP Server

An S3 resource server based on Model Control Protocol (MCP) that supports accessing and managing Qiniu Cloud Kodo storage services, enabling users to list buckets, browse objects, read content, and handle multiple storage buckets concurrently.

Sequential Thinking MCP Server

Enables AI assistants to work through complex problems step-by-step with dynamic thought processes, allowing for revision of previous steps, exploration of alternative approaches, and flexible planning as understanding deepens.

Mermaid Chart MCP

A powerful Model Context Protocol server that automatically generates Mermaid diagrams from code and provides SVG beautification features.

WebSearch MCP Server

A server that enables web searches using different providers (currently Bing) and converts URL content to Markdown, with support for retrieving WeChat official account articles.

Nuxt MCP

AI 모델이 Vite/Nuxt 애플리케이션을 더 잘 이해하도록 돕고, 개발 지원을 위한 향상된 컨텍스트 인식 기능을 제공하는 서버.

mcp-for-apache-ofbiz

A proof of concept MCP server for Apache OFBiz

LocalDB MCP Server

Enables AI assistants to query and interact with Microsoft SQL Server LocalDB databases, supporting operations like listing databases, querying tables, executing SQL statements, and viewing stored procedures.

Sirr MCP Server

Provides Claude Code direct access to a Sirr secret vault for reading, pushing, listing, and deleting secrets with expiry constraints. It enables natural language secret management while keeping credentials secure through metadata-only listing and controlled value retrieval.

Storacha MCP Storage Server

AI 애플리케이션이 표준화된 모델 컨텍스트 프로토콜 인터페이스를 통해 탈중앙화 스토리지와 상호 작용할 수 있도록 지원하여 파일 업로드, 검색 및 신원 관리를 가능하게 합니다.

Delve MCP

타입스크립트 기반 MCP 서버로, Go 프로그램용 Delve 디버거에 대한 완벽한 인터페이스를 제공하여 자연어 명령을 통해 Go 코드 디버깅, 추적 및 분석을 가능하게 합니다.

UUID MCP Provider

A simple Model Context Protocol server that provides timestamp-based UUID v7 identifiers when called by an LLM, offering chronologically sortable unique IDs with no input parameters needed.

Karma MCP Server

Enables Claude to interact with Karma Alert dashboard to monitor and analyze Kubernetes alerts. Provides tools to check alert status, filter by cluster/severity, get detailed alert information, and analyze alert statistics and trends.

MCP Unity Editor

Enables AI assistants to interact with Unity Editor through the Model Context Protocol, allowing natural language control of Unity projects including scene manipulation, GameObject creation, component updates, package management, and test execution.

SuperiorAPIs MCP Server Tool

SuperiorAPIs에서 플러그인 정의를 동적으로 가져오고 OpenAPI 스키마를 기반으로 도구 함수를 자동 생성하여 API 서비스와의 원활한 통합을 가능하게 하는 Python 기반 MCP 서버.

mcp-markdown-vault

Headless semantic MCP server for Obsidian, Logseq, Dendron, Foam, and any markdown folder. Features built-in hybrid semantic search, surgical AST editing, template scaffolding, zero-config local embeddings, and workflow tracking.

IDS MCP Server

Enables AI agents to create, validate, and manage buildingSMART IDS (Information Delivery Specification) files with 100% compliance to the IDS 1.0 standard using IfcOpenShell's IfcTester library.

Hardened Google Workspace MCP

A security-hardened integration that enables Claude to interact with Google Workspace tools like Gmail, Drive, and Docs while preventing data exfiltration by disabling features like email sending and external file sharing. It allows users to safely manage emails, documents, and calendars through natural language without risking unauthorized external communication.

YouTube MCP Server

Model Context Protocol을 통해 YouTube 데이터와 상호 작용할 수 있도록 지원하는 서버입니다. 사용자는 이 서버를 통해 동영상을 검색하고, 동영상/채널에 대한 상세 정보를 가져오며, 댓글을 가져올 수 있습니다.

MCPHy

Transform REST APIs into intelligent, chat-driven MCP servers with zero code changes. Simply point it at your Swagger/OpenAPI specification to get natural language querying capabilities powered by AI.

Jira MCP Server

Enables AI assistants to interact with Jira Cloud by managing issues, comments, custom fields, and sprint tasks through a standardized interface. Supports issue creation, updates, team activity tracking, and progress reporting.

Alfresco MCP Server

Python-based server that provides AI-native access to Alfresco content management operations through the Model Context Protocol, enabling search, document lifecycle management, version control, and other content operations.

cerebrochain-mcp-server

The first logistics/WMS MCP server for AI agents. Rate shopping, inventory management, order tracking, fleet logistics, AI-powered route optimization, demand forecasting, and supply chain analytics. 18 tools across 3 tiers.

MCP Web Docs

A self-hosted MCP server that crawls, indexes, and searches documentation from any website locally, including private sites requiring authentication. It provides hybrid search capabilities and local embedding generation to maintain privacy while keeping AI assistant knowledge up to date.

Multi-Agent Communication Platform (MCP)

Enables multiple Claude Code instances to collaborate in real-time through channels, allowing AI agents to work together on projects without requiring local setup beyond Docker.