Discover Awesome MCP Servers

Encoding MCP Server

Enables creation and management of UTF-8 with BOM encoded files optimized for Windows build environments. Provides file encoding conversion, detection, and template support for C++ and PowerShell files to prevent Korean character encoding issues.

Sitecore XM Cloud MCP Server

AI-driven MCP server for Sitecore XM Cloud authoring, enabling template creation via GraphQL API with OAuth support for Sitecore Agentic Studio.

LivePilot

AI copilot for Ableton Live 12 — 104 MCP tools for music production, sound design, and mixing. Talk to your DAW. Create tracks, program MIDI, load instruments, tweak parameters, arrange songs, and mix — all through natural language. LivePilot connects any MCP-compatible AI client (Claude, Cursor, VS Code Copilot) to Ableton Live and gives it full control over your session.

Analytics MCP

Enables AI-powered analytics from Stripe, PayPal, and Google Analytics 4 (BigQuery) data sources with built-in guardrails and automated workflows for financial and web performance insights.

AST-Indexer MCP Server

AST-Indexer is a Model Context Protocol (MCP) server for indexing Git repositories with AST parsing. It extracts functions, classes, imports, variables, and SQL schema objects from JavaScript, TypeScript, C#, and SQL codebases so they can be queried through MCP tools.

mcp-automem

AutoMem MCP provides persistent memory for AI assistants, enabling them to recall information across conversations and platforms with graph-vector retrieval.

engram-mcp

MCP plugin that connects Cursor, Claude, and other hosts to an Engram workspace for searching and citing indexed GitHub and Notion content.

Playwright MCP

Provides browser automation capabilities using Playwright's accessibility tree, enabling LLMs to interact with web pages through structured data without screenshots or vision models. It's designed for specialized agentic loops that benefit from persistent state and iterative reasoning over page structure.

mcp-restaurant-order

Triển khai máy chủ MCP (Model Context Protocol). Chỉ là một đồ chơi thôi.

Healthcare OpenData MCP

Provides SQL-queryable access to Taiwan's healthcare open data (NHI and Ministry of Health and Welfare procurement) via MCP tools, enabling natural language queries and data analysis.

Packet Tracer MCP

An MCP server that allows LLMs to create, configure, validate, and explain Cisco Packet Tracer network topologies. It provides a comprehensive suite of tools for generating deployment scripts, CLI configurations, and automated network troubleshooting.

MCP Time Server

Một microservice Python cung cấp các tiện ích để lấy thời gian hiện tại và chuyển đổi giữa các múi giờ toàn cầu khác nhau với khả năng xác thực mạnh mẽ.

NodeAPI

Machine-native GIS processing API for AI agents and developers. Convert, reproject, validate, repair, buffer, clip, dissolve, and tile vector geodata across 25 endpoints. Pay-per-use USDC on Solana Mainnet ($0.01/op). No accounts, no API keys. Remote MCP SSE.

Nano Banana MCP

Enables image generation and editing using Google's Gemini models with support for model selection and custom aspect ratios. Users can generate high-quality images or modify existing ones through natural language prompts while controlling specific parameters like quality and dimensions.

agent-nexus

Service-boundary-aware document exchange center for coordinating heterogeneous LLM code agents via MCP. Versioned Markdown store, pub-sub notifications, and diff-aware update protocol.

Mnemic

Local-first memory kernel for coding agents that provides a shared, auditable, graph-backed long-term memory layer with features like write preview, temporal recall, and provenance explanations.

UniCloudDB-MCP

A database operation tool for uniCloud based on MCP protocol that allows AI assistants to perform database CRUD operations through standardized interfaces.

@lapage/strapi-mcp

MCP server for Strapi CMS content and media management.

Yargı MCP

A FastMCP server providing access to various Turkish legal databases including Supreme Court, Council of State, Constitutional Court, and Public Procurement Authority decisions through a standardized MCP interface for LLM applications.

LLM-Wiki-MCP

Local knowledge base built from PDF lecture slides on Agentic Coding, exposed as an MCP server with search, page retrieval, and query tools.

harness-mcp

A TypeScript boilerplate for building MCP servers with harness engineering, providing tool definitions, structured errors, and evaluation harnesses.

Wyckoff Trading Agent MCP Server

Provides 10 tools for Wyckoff volume-price analysis across A-shares, Hong Kong, and US stocks, enabling natural language interactions for stock screening, diagnosis, and reporting.

K8s_MCP

An Model Context Protocol server that lets language models directly manage and visualize Kubernetes clusters through safe, high-level operational tools.

SAP RFC MCP Server

A Model Context Protocol (MCP) server that provides seamless integration with SAP systems through RFC (Remote Function Call) connections. This server enables AI assistants and applications to interact with SAP functions, retrieve metadata, and perform operations with enhanced caching and version compatibility.

MCP Template

A template for building Model Context Protocol servers that allow AI assistants to interact with custom data and services through queryable resources and specialized tools.

ZERNO Lite MCP Server

Secure remote MCP server for giving AI agents access to ZERNO project briefs, tasks, and execution context.

devpilot

Manages dev server lifecycles for AI coding agents, providing structured process awareness, health checks, and JSON outputs to prevent panic cycles.

foundry net-industrial

Cross-OEM industrial machine intelligence. Normalizes telemetry across 16 manufacturer families (Fanuc, Siemens, Haas, DMG Mori, Mazak), enables plain-English operational automation, and produces tamper-evident work records. 14 MCP tools.

uml-search-mcp

Enables searching across UMass Lowell domain for people, website content, places, news, and parsing URLs into markdown.