Discover Awesome MCP Servers

MaaMCP_CC

Enables Claude Code to directly control Android emulators or Windows windows for MaaFramework pipeline development, with features like screenshot with grid, template cropping, and real-time recognition testing.

DataCheck

Multi-dimensional data quality validation and statistical anomaly detection for LLM training data, with auto-fix pipeline and MCP tools for AI IDE integration.

glim

One remote MCP endpoint giving agents live data from Twitter/X, Reddit, web, GitHub, Amazon, and YouTube, no API keys needed, pay per call.

Fusion MCP

A local stdio MCP server providing read-only access to Oracle Fusion/ERP Cloud databases via the BI Publisher SOAP API, enabling object discovery, table descriptions, source reading, and SELECT queries.

Astro MCP

Provides unified natural language access to 40+ astronomical databases and surveys including DESI, SIMBAD, SDSS, and Gaia, enabling researchers to search, retrieve, and analyze astronomical data without learning complex APIs.

weather-mcp

An MCP server that provides current weather conditions and forecasts via OpenWeatherMap API to AI agents.

arcticdb-mcp

An MCP server for structured read/write access to ArcticDB, enabling AI assistants to automate symbol updates, batch jobs, and time-series queries with built-in versioning.

Fatebook MCP Server

Enables AI assistants to create, manage, and track predictions on Fatebook, a prediction tracking platform. Supports making forecasts, updating probabilities, resolving questions, and managing prediction history through natural language.

unreal-project-mcp

Indexes Unreal Engine project C++ source, config files, dependencies, gameplay tags, replication, asset references, and log categories into a SQLite database and exposes tools for AI assistants to query structural and config info.

GPT-5 MCP Server

Brings OpenAI's GPT-5 capabilities to Claude Code with advanced reasoning, cost management, conversation handling, and automatic GPT-4 fallback.

sap-mcp

Enables AI agents to perform ABAP Development Tools operations on SAP ERP (ECC and S/4HANA) systems, including source code editing, object activation, syntax checks, and ABAP unit tests.

SendPulse Chatbots MCP Server

Enables interaction with SendPulse Chatbots API to manage chatbot accounts, retrieve bot information, and access dialog conversations. Supports flexible authentication through API credentials or OAuth tokens for comprehensive chatbot management through natural language.

warp-mcp

MCP server for the Ringer WARP platform giving AI agents 135 tools to manage SIP trunking, phone numbers, porting, messaging, billing, and analytics.

gw1-mcp

An MCP server that gives LLM clients reliable, deterministic knowledge of Guild Wars 1 builds: skill data lookup, official template code encoding/decoding, and build validation.

MCP Server Templates

Provides production-grade starter templates for MCP servers with permission boundaries, integration tests, and eval contracts, enabling rapid development of secure and testable MCP servers.

hive-mcp-identity

W3C DID resolution and agent KYC for autonomous agent counterparties, enabling identity verification and trust scoring.

MCP-Flowise

Flowise APIと連携するためのModel Context Protocolサーバーを実装するPythonパッケージ。ユーザーはチャットフローの一覧表示、予測の作成、Flowiseチャットフローまたはアシスタントのためのツールの動的な登録が可能になります。

DETRAN RJ IPVA: DARJ

Enables querying DETRAN RJ IPVA DARJ (vehicle tax) information from official sources via a read-only MCP server, with prepaid per-query credits.

ntis-mcp

MCP server for Korea's NTIS (National Science and Technology Information Service) operated by KISTI. Search national R\&D projects, public announcements, and research programs.

InfraClaude

An MCP server that enables Claude to manage infrastructure across Kubernetes, Docker, Prometheus, and Terraform through natural language. It provides over 42 specialized tools with a safety-first design, including risk-based command classification and audit logging.

yt-slack-mcp

MCP server for Slack that reads permalinks, threads, and channel history, and replies to threads or adds reactions using private browser-session tokens.

hello-mcp

A minimal learning-focused MCP server that demonstrates core primitives like tools and resources through simple greeting functions. It provides a foundational example for connecting AI models to external data using both Streamable HTTP and stdio transports.

mcp-server-isaaclab

Enables Claude to control NVIDIA Isaac Lab for RL training, environment management, and policy evaluation on a remote GPU instance via SSH tunnel.

omni-rag-mcp

Enables token-efficient semantic search and analysis over any directory of files through hybrid search, directory overview, structural analysis, and dependency graphs.

Log Pruner MCP Server

A Python MCP server that reduces token usage by ~98% when working with log files by auto-detecting format and stripping noise to return only actionable signal.

Oracle MCP Server

Provides flexible access to Oracle databases for AI assistants like Claude, supporting SQL queries across multiple schemas with comprehensive database introspection capabilities.

MCP Calendar Assistant

Enables AI assistants to manage calendars and tasks through natural language, supporting Google Calendar operations like event creation, availability checking, and smart scheduling. It features schedule analysis, task reminders, and meeting time recommendations to streamline productivity.

Magector

Technology-aware MCP server for Magento 2 and Adobe Commerce with intelligent indexing and search, enabling AI assistants to search, navigate, and understand codebases via semantic search and domain-specific pattern detection.

LaunchNotes MCP Server

Enables management of LaunchNotes projects and announcements through natural language, including customization of themes, colors, content, and publishing announcements with full read/write access via the LaunchNotes GraphQL API.

kairan

A local MCP server that lets AI agents publish markdown/HTML to a browser viewer with session management, revision diffs, and live updates via a single tool call.