Discover Awesome MCP Servers

zalo-mcp

Self-contained MCP server for Zalo that enables AI agents like Claude Code and Cursor to automate Zalo Personal and Official Accounts via a 1-click sandboxed deployment.

mcp-bw-modelling-api

Enables AI assistants to explore and query SAP BW/4HANA modeling objects and metadata, such as InfoAreas, InfoObjects, ADSOs, CompositeProviders, and Queries.

mcp-research-agent-system

A production-quality multi-agent research system with an arXiv MCP server and LangGraph-based research agents, providing search, details, and cached summaries via SQLite.

repovine

MCP server that provides coding agents with structured repository context, including graph-based navigation, dependency analysis, runtime flow tracing, and configuration surface across supported stacks.

kevros-mcp

Governance primitives for autonomous agents. Verify actions against policy, record signed provenance, and bind intents cryptographically. Free tier available.

browser-relay-mcp

Unlimited, session-authenticated web search and fetch for AI tools using your own browser. Supports authenticated/paywalled pages without API keys.

DX12 Engine MCP Server

Enables AI agents to control the DX12 Engine editor for game development, including scene editing, entity manipulation, and playback testing via natural language commands.

echarts-mcp

A Model Context Protocol server that renders Apache ECharts options to SVG, enabling AI agents to generate deterministic charts server-side without a browser.

SQL Server MCP

Cross-platform MCP server for SQL Server that enables AI assistants to explore schemas, relationships, and run read-only queries via natural language.

medicaid-intelligence

This MCP server enables querying Medicaid drug utilization, managed-care enrollment, and state enrollment data from CMS's public Medicaid Open Data API, with tools for trends, market analysis, and program mix without authentication.

LED Display Server

MCP server for controlling LED displays via MQTT. It enables AI agents to list devices and send text, images, colors, or clear commands with authentication and permission checks.

Mathematical-Visualization

The MCP protocol server based on JSXGraph provides 13 mathematical visualization tools suitable for educational mathematics, engineering, and scientific applications.

vscode-mcp

Exposes VS Code terminals as MCP tools, allowing AI agents to create, execute commands, read output, list, and kill terminals across multiple workspaces.

demo-mcp-01

A starter MCP server that provides a calculator tool for performing basic arithmetic operations within Claude Desktop. It serves as a demonstration project for building and extending local tools using the Model Context Protocol.

HF Dataset MCP

An MCP server for the Hugging Face Dataset Viewer API that enables searching, fetching, and filtering datasets on the Hugging Face Hub. It allows users to explore schemas, perform full-text searches, and analyze dataset statistics through natural language.

Survey Insight MCP Server

Analyzes survey comments from CSV files using morphological analysis and AI to generate interactive HTML dashboards with word clouds, keyword rankings, and actionable insights in Japanese or English.

Agentomy MCP Gateway

Governs any stdio MCP server by interposing between the agent and the server, enforcing policy on every tools/call and refusing denied actions before they reach the upstream server.

macos-mail-mcp

An MCP server for Apple Mail that enables Claude to read, search, manage, and compose emails via AppleScript.

Chas Elite Prep MCP

MCP server for preparing CHAS, SafeContractor, and Constructionline pre-qualification assessments, enabling readiness checks and policy audits.

DrayTek Vigor MCP Server

Provides DSL diagnosis and CLI access to DrayTek Vigor 167 modems via interactive SSH shell, enabling command discovery and execution through MCP tools.

mcp-graphify-autotrigger

Provides efficient knowledge-graph queries and unrestricted shell delegation for AI agents, reducing token usage by 80-150x and bypassing app tier restrictions.

mcp-dolphin

An MCP server for Dolphin (GameCube + Wii) — drives memory r/w, controller input (GameCube + Wii Remote), pause/resume/reset, savestates, and frame advance from MCP-compatible clients (Claude Desktop, Claude Code, etc.).

veragent-mcp

Enables checking trust of MCP tools before installation, listing trusted tools, and scoring MCP stacks via the Veragent trust registry.

x-search-plugin

Read-only X/Twitter research MCP server using xAI's Responses API. Supports OAuth login for X Premium users and falls back to API key authentication.

GeoSpatial MCP Server

A Model Context Protocol (MCP) based geographic processing server that provides spatial analysis functions including coordinate system conversions, distance calculations, and area calculations.

db-mcp

A lightweight MCP server for relational databases, enabling dynamic connections to PostgreSQL and MySQL, SQL execution, and transaction control.

JSON Placeholder Posts MCP

Fetches and filters posts from JSON Placeholder API by userId, with support for elicitation when userId is omitted.

Allure TestOps MCP

Production-ready MCP server for Allure TestOps, enabling test case, launch, test result, and test plan management via natural language.