Discover Awesome MCP Servers

MCP Datastore Server

An MCP server that enables interaction with Google Firestore in Datastore mode for entity management and querying. It provides tools for CRUD operations, aggregation queries, and transaction execution within Google Cloud projects.

memora

Persistent memory with knowledge graph visualization, semantic/hybrid search, importance scoring, and cloud sync (S3/R2) for cross-session context management.

Lunch Money MCP Server

An MCP server providing full integration with the Lunch Money API to manage financial data including transactions, budgets, assets, and categories. It enables AI assistants to perform CRUD operations on financial records through a standardized HTTP interface.

Garmin Connect MCP Server

Connects Claude Desktop to Garmin Connect, enabling natural language queries of fitness activity data, health metrics, sleep analysis, workout management, and device information with 94 available tools.

Zerodha Integration

Multi-Cloud Plugin 프레임워크를 사용하여 Zerodha의 거래 플랫폼을 Claude AI와 통합하여 사용자가 Claude를 통해 직접 Zerodha 거래 계정과 상호 작용하여 주식 거래 및 뮤추얼 펀드 운영을 수행할 수 있도록 합니다.

Findymail MCP Server

An MCP server integrating with Findymail API that enables email validation and finding work emails using names, companies, or profile URLs.

Neo4j Agent Memory MCP Server

Enables AI agents to store, retrieve, and connect information in a Neo4j graph database as persistent memory, with semantic relationships, natural language search, and temporal tracking across conversations.

Gmail MCP Server

A Model Context Protocol server that enables Claude AI to interact with Gmail, supporting email sending, reading, searching, labeling, draft management, and batch operations through natural language commands.

YaparAI MCP Server

An all-in-one AI content creation platform with 30 tools for generating images, videos, music, and managing enterprise social media and CRM. Enables content generation, image editing, e-commerce features, and social media management directly from MCP-compatible AI assistants.

NIST CSF 2.0 Assessment Platform

Enables comprehensive NIST Cybersecurity Framework 2.0 assessments with 40+ MCP tools for maturity scoring, gap analysis, implementation planning, risk assessment, and executive reporting across 740 security questions.

MCP-RAG Server

Implements Retrieval-Augmented Generation (RAG) using GroundX and OpenAI, allowing users to ingest documents and perform semantic searches with advanced context handling through Modern Context Processing (MCP).

Hetzner MCP

Enables users to manage Hetzner Cloud resources including servers, load balancers, and volumes through natural language commands. It facilitates infrastructure operations such as resource creation, security configuration, and real-time pricing queries within AI-powered environments.

SuperCollider MCP Server

Enables execution of SuperCollider synth code through the Model Context Protocol using supercolliderjs, allowing AI assistants to generate and run audio synthesis programs.

Filesystem MCP Server with .mcpignore

Enables secure filesystem access with privacy controls using .mcpignore files to block MCP clients from reading or writing sensitive files and directories while allowing directory browsing and search.

Semantic Search MCP

Enables semantic search over markdown files to find related notes by meaning rather than keywords, and automatically detect duplicate content before creating new notes.

Yelp Fusion AI MCP Server

Enables conversational interactions with Yelp's business data through an MCP server, allowing natural language queries about local businesses, multi-turn conversations, and direct business inquiries powered by Yelp Fusion AI.

Splunk MCP Server

Enables AI assistants to interact with Splunk Enterprise and Splunk Cloud instances through standardized MCP interface. Supports executing SPL queries, managing indexes and saved searches, listing applications, and retrieving server information with flexible authentication options.

MCP Registry

A central registry MCP server that routes requests to specialized AI services including embeddings, PDF extraction, reranking, vector search (Qdrant), PostgreSQL, LLM completions, markup, and transcription. Includes a proxy server with RAG pipeline for document processing and retrieval.

MCP Python SDK Documentation

MIT 탈중앙화 AI, MCP 해커톤 관련 문서 읽어줘.

MongoDB MCP Server for LLMs

LLM이 자연어를 통해 컬렉션을 쿼리하고, 스키마를 검사하고, 데이터를 원활하게 관리할 수 있도록 MongoDB 데이터베이스와 직접 상호 작용할 수 있게 해주는 모델 컨텍스트 프로토콜(MCP) 서버입니다.

mdma

MCP server for MDMA (Markdown Document with Mounted Applications) — interactive Markdown with forms, approval gates, tables, and more. Exposes the MDMA spec, authoring prompts, package metadata, and live docs to AI assistants so agents can author and integrate MDMA correctly.

Douyin Video Analysis MCP

An MCP server that parses Douyin share links and performs intelligent content analysis using the Doubao video understanding model. It provides structured outputs including video summaries, categorized outlines, and step-by-step tutorial information.

MCP Interface for Teenage Engineering EP-133 K.O. II

Teenage Engineering EP-133 KO-II용 MCP 서버

ViralTransformer MCP Server

A high-performance MCP server designed for content creators. It automates the workflow of scraping web articles and transforming them into viral social media posts using specialized, context-aware prompt templates.

Guardrail MCP Server

A minimal Model Context Protocol server that provides a safety guardrail tool to check if provided context is free from code injection or harmful content.

iconfont-mcp

Enables searching, downloading, and managing SVG icons from iconfont.cn, China's largest icon library. It supports filtering by style, downloading assets to local files, and listing user projects with authentication.

HubSpot MCP Server

AI 모델이 HubSpot CRM 데이터 및 작업과 상호 작용할 수 있도록 표준화된 인터페이스를 제공하는 서버입니다. 다중 사용자 토큰 기반 인증을 지원하며, 연락처 및 회사 관리를 용이하게 합니다.

MCP ts-morph Refactoring Tools

Provides TypeScript and JavaScript code refactoring operations using ts-morph, allowing AST-based symbol renaming, file/folder renaming, reference searching, and path alias removal when integrated with editor extensions like Cursor.