Discover Awesome MCP Servers

Kubernetes MCP Server

Máy chủ Giao thức Bối cảnh Mô hình (MCP) cho các container Kubernetes và OpenShift, bối cảnh, kubernetes, mcp, mô hình, model-context-pr, openshift, giao thức

m1nd

m1nd is a local MCP runtime that gives coding agents graph-native memory of a codebase: structure, docs, decisions, change impact, recovery state, and investigation continuity.

npi-verify

MCP server for looking up and searching US healthcare providers in the CMS NPPES NPI Registry.

mml-composemusic-mcp

MCP server for composing retro chip music (2A03 APU) using MML. It provides tools to generate WAV files, validate syntax, and create templates.

YouTube Summary MCP Server

A powerful MCP server for summarizing YouTube videos with transcript fetching, intelligent summarization, key point extraction, and metadata retrieval.

MCP DeFiLlama Airdrops

Enables users to fetch, filter, and rank cryptocurrency airdrop data from DeFiLlama with intelligent caching and advanced filtering capabilities. Supports automated scraping of airdrop information including values, deadlines, chains, and status for integration with automation workflows.

app.wishpool/germany-payments-mcp

Enables AI agents to accept payments in Germany through Mollie's hosted checkout, supporting cards, PayPal, Klarna, SEPA, and more.

@spatialy/huly-mcp

MCP server for Huly platform enabling project management, issue tracking, and collaboration through natural language.

ClickHouse MCP Server

Một máy chủ Giao thức Bối cảnh Mô hình (MCP) kết nối với các cơ sở dữ liệu ClickHouse và cho phép các LLM như Claude khám phá và phân tích dữ liệu thông qua các truy vấn bằng ngôn ngữ tự nhiên.

Transport NSW API Client MCP

Một dịch vụ MCP để tương tác với API của Transport NSW, cho phép người dùng tìm các trạm dừng giao thông xung quanh các địa điểm và truy xuất thông tin về các cảnh báo và gián đoạn giao thông.

Qdrant MCP Server

A simple MCP server to access Qdrant

System Information MCP Server

Provides comprehensive system diagnostics and hardware analysis through 10 specialized tools for troubleshooting and environment monitoring. Offers targeted information gathering for CPU, memory, network, storage, processes, and security analysis across Windows, macOS, and Linux platforms.

Swarm Orchestrator

An MCP server that extends AI coding assistants with deterministic, algorithmic capabilities such as code analysis, fault localization, and formal verification, enabling an autonomous engineering team within the IDE.

Whoosh RAG MCP

An MCP server that provides full-text search over documentation using Whoosh, enabling AI assistants to find up-to-date, authoritative answers.

UluWalletMCP

Manages Algorand signer records, enforces local signing policy, and signs payloads without network access.

Exarp

MCP server for project management automation, providing tools for project health, documentation, task management, security scanning, and CI/CD validation.

brain-mcp

An MCP server that provides persistent semantic memory backed by PostgreSQL and pgvector for storing and searching thoughts via vector embeddings. It enables dimensional organization, conflict detection, and historical tracking of facts, decisions, and observations.

Koncile MCP Server

Enables AI assistants to interact with the Koncile API for uploading documents, checking extraction status, and managing folders, templates, and fields.

Open Food Facts MCP Server

Enables LLMs to search for food products and retrieve detailed nutritional information from the Open Food Facts database using product names or barcodes.

Memlume MCP Server

Memlume is a local, structured-memory MCP server that records immutable events, stores scoped memories, enables full-text search, and resolves context packs for AI agents and developer tools.

NIM Key Manager MCP Server

Enables Claude to manage NVIDIA API keys through an OAuth-secured MCP connector, including listing, dispensing, rotating, and revoking keys with RBAC and audit trail.

mcp-orcid

Enables querying ORCID public records, including profiles, publications, employment, education, and search, through natural language or direct tool calls.

telegram-mcp

An MCP server that enables interaction with Telegram to send, read, and search messages across chats and dialogs. It supports waiting for incoming messages and retrieving conversation history through natural language commands.

Whisper Valet

Enables automated audio restoration, transcription, and speaker diarization via MCP tools for queuing files, monitoring progress, and retrieving speaker-labeled transcripts.

Kite MCP Server

Enables trading and portfolio management on Zerodha Kite Connect through natural language. Supports placing orders, viewing positions/holdings, accessing real-time market data, and managing GTT orders.

Graphiti MCP

Provides persistent memory and context continuity for AI agents using Zep's Graphiti and Neo4j graph database. Enables storing, retrieving, and linking memories to build a knowledge graph accessible across Cursor and Claude.

WinsecMCP

Windows Hardening MCP Server

MCP Server

Một máy chủ tạo ra Kế hoạch Nội dung Tổng thể (MCP) bằng cách tổng hợp các tài nguyên web và sắp xếp chúng thành các lộ trình học tập có cấu trúc cho bất kỳ chủ đề nào.

CCGLM MCP Server

Enables Claude Code (Anthropic Sonnet) to invoke Z.AI's GLM-4.6 model through a secondary Claude instance. Supports code generation, deep analysis, and general queries while maintaining file tracking and secure token management.

Flow Boards MCP Server

MCP server that exposes the full Flow Boards REST API as Claude tools, enabling natural language management of tickets, flows, bins, boards, comments, and more.